{"id":6369,"date":"2025-09-30T10:03:03","date_gmt":"2025-09-30T01:03:03","guid":{"rendered":"https:\/\/edbjapan.com\/manual\/?p=6369"},"modified":"2026-01-25T17:08:14","modified_gmt":"2026-01-25T08:08:14","slug":"lakehouse-analytics-2025-q3","status":"publish","type":"post","link":"https:\/\/edbjapan.com\/manual\/lakehouse-analytics-2025-q3\/","title":{"rendered":"Analytics Lakehouse\uff08Q3 2025\uff09"},"content":{"rendered":"<p><strong>1. EDB Analytics Lakehouse\u3068\u306f\uff1f<\/strong><br \/>\n\u4e00\u8a00\u3067\u8a00\u3046\u3068\u3001Postgres\u3092\u5206\u6790\u7528\u306b\u8d85\u5f37\u5316\u3059\u308b\u6a5f\u80fd\u3067\u3059\u3002AWS S3\u306e\u3088\u3046\u306a\u5b89\u4fa1\u306a\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u5de8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff08\u30c6\u30e9\u30d0\u30a4\u30c8\u7d1a\u4ee5\u4e0a\uff09\u306b\u5bfe\u3057\u3066\u3001\u6a19\u6e96\u7684\u306aSQL\u3092\u4f7f\u3044\u3001\u9a5a\u304f\u307b\u3069\u9ad8\u901f\u306b\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>S3\u4e0a\u306e\u5de8\u5927\u306a\u30d5\u30a1\u30a4\u30eb\u3092\u3001\u307e\u308b\u3067Postgres\u5185\u306e\u9ad8\u901f\u306a\u30c6\u30fc\u30d6\u30eb\u3067\u3042\u308b\u304b\u306e\u3088\u3046\u306b\u6271\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u6a5f\u80fd\u3001\u3068\u8003\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><strong>2. \u306a\u305c\u4f7f\u3046\u3079\u304d\u304b\uff1f\uff08\u30e1\u30ea\u30c3\u30c8\uff09<\/strong><\/p>\n<ul>\n<li><strong>\u5206\u6790\u30af\u30a8\u30ea\u304c\u8d85\u9ad8\u901f\u306b\uff1a<\/strong> \u5206\u6790\u30af\u30a8\u30ea\u304c\u5287\u7684\u306b\u901f\u304f\u306a\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u3092\u5217\u5358\u4f4d\u3067\u8aad\u307f\u8fbc\u3080\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306b\u6700\u9069\u3067\u3001\u4e0d\u8981\u306a\u884c\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u3080\u7121\u99c4\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/li>\n<li><strong>\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\uff1a<\/strong> \u5de8\u5927\u306a\u5c65\u6b74\u30c7\u30fc\u30bf\u3092\u3001\u9ad8\u4fa1\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30c7\u30a3\u30b9\u30af\u3067\u306f\u306a\u304f\u3001\u5b89\u4fa1\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\uff08S3\u306a\u3069\uff09\u306b\u4fdd\u5b58\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u30b3\u30fc\u30c9\u306e\u7c21\u7d20\u5316\uff08ETL\u4e0d\u8981\uff09\uff1a<\/strong> Postgres\u5185\u306e\u300c\u30e9\u30a4\u30d6\u30c7\u30fc\u30bf\u300d\u3068S3\u306e\u300c\u30a2\u30fc\u30ab\u30a4\u30d6\u30c7\u30fc\u30bf\u300d\u3092\u30011\u3064\u306eSQL\u30af\u30a8\u30ea\u3067\u7d50\u5408\u3067\u304d\u307e\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u304c\u88cf\u5074\u3067\u5168\u3066\u3092\u51e6\u7406\u3057\u3066\u304f\u308c\u308b\u305f\u3081\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u79fb\u52d5\u30b8\u30e7\u30d6\uff08ETL\uff09\u304c\u4e0d\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u30d9\u30f3\u30c0\u30fc\u30ed\u30c3\u30af\u30a4\u30f3\u306e\u56de\u907f\uff1a<\/strong> \u30aa\u30fc\u30d7\u30f3\u306a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001Apache Spark\u306a\u3069\u4ed6\u306e\u4eba\u6c17\u30c4\u30fc\u30eb\u3082\u5168\u304f\u540c\u3058\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u66f8\u304d\u3067\u304d\u308b\u305f\u3081\u3001\u67d4\u8edf\u6027\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><strong>3. \u3069\u306e\u3088\u3046\u306b\u52d5\u304f\u306e\u304b\uff1f\uff08\u7c21\u5358\u306a\u4ed5\u7d44\u307f\uff09<\/strong><br \/>\n\u51e6\u7406\uff08\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\uff09\u3068\u30c7\u30fc\u30bf\uff08\u30b9\u30c8\u30ec\u30fc\u30b8\uff09\u3092\u8ce2\u304f\u5206\u96e2\u3059\u308b\u3053\u3068\u3067\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30c7\u30fc\u30bf\u306f\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\uff1a<\/strong> \u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001S3\u30d0\u30b1\u30c3\u30c8\u5185\u306b\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u5b58\u5728\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u5c02\u7528\u30a8\u30f3\u30b8\u30f3\u304c\u51e6\u7406\u3092\u5b9f\u884c\uff1a<\/strong> \u5206\u6790\u30af\u30a8\u30ea\u304c\u5b9f\u884c\u3055\u308c\u308b\u3068\u3001\u901a\u5e38\u306ePostgres\u30a8\u30f3\u30b8\u30f3\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002\u4ee3\u308f\u308a\u306b\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u5c02\u7528\u306e\u9ad8\u6027\u80fd\u306a\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u3092\u6301\u3064\u300cLakehouse\u30ce\u30fc\u30c9\u300d\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u52b9\u7387\u7684\u306a\u51e6\u7406\uff1a<\/strong> \u3053\u306e\u5c02\u7528\u30a8\u30f3\u30b8\u30f3\u306f\u3001S3\u304b\u3089\u30ab\u30e9\u30e0\u30ca\uff08\u5217\u6307\u5411\uff09\u30c7\u30fc\u30bf\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3001\u30e1\u30e2\u30ea\u4e0a\u3067\u51e6\u7406\u3057\u3066\u3001\u7d20\u65e9\u304f\u7d50\u679c\u3092\u8fd4\u3059\u3088\u3046\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u5f37\u529b\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u306f\u3001\u30af\u30a8\u30ea\u5b9f\u884c\u6642\u306b\u306e\u307f\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><strong>4. \u4f55\u304c\u4f5c\u308c\u308b\u306e\u304b\uff1f\uff08\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\uff09<\/strong><\/p>\n<ul>\n<li><strong>\u9ad8\u901f\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\uff1a<\/strong> \u4f55\u5e74\u5206\u3082\u306e\u5c65\u6b74\u30c7\u30fc\u30bf\u306b\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u3066\u3082\u3001\u5f85\u305f\u3055\u308c\u308b\u3053\u3068\u306e\u306a\u3044BI\u30c4\u30fc\u30eb\uff08Tableau\u3084Power BI\uff09\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3002<\/li>\n<li><strong>\u30ed\u30b0\u5206\u6790\uff1a<\/strong> S3\u306b\u4fdd\u5b58\u3055\u308c\u305f\u30c6\u30e9\u30d0\u30a4\u30c8\u7d1a\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ed\u30b0\u3084\u30b5\u30fc\u30d0\u30fc\u30ed\u30b0\u306b\u5bfe\u3057\u3001\u76f4\u63a5\u8907\u96d1\u306aSQL\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3002<\/li>\n<li><strong>\u5c65\u6b74\u30c7\u30fc\u30bf\u306e\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\uff1a<\/strong> \u672c\u756a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u901f\u5ea6\u3092\u4f4e\u4e0b\u3055\u305b\u308b\u3053\u3068\u306a\u304f\u3001\u5de8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5206\u6790\u3059\u308b\u56db\u534a\u671f\u672b\u30ec\u30dd\u30fc\u30c8\u306a\u3069\u3092\u4f5c\u6210\u3002<\/li>\n<li><strong>AI\/ML\u5411\u3051\u30c7\u30fc\u30bf\uff1a<\/strong> \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30c1\u30fc\u30e0\u304c\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u4f7f\u3046\u305f\u3081\u306e\u3001\u30af\u30ea\u30fc\u30f3\u3067\u5de8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8fc5\u901f\u306b\u63d0\u4f9b\u3002<\/li>\n<\/ul>\n<hr \/>\n<p><strong>Apache Iceberg\u3068\u306f\uff1f\uff08\u7c21\u5358\u306a\u8aac\u660e\uff09<\/strong><br \/>\n\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u4e0a\u306e\u30c7\u30fc\u30bf\u304c\u3001\u5358\u306a\u308b\u5de8\u5927\u306a\u30d5\u30a1\u30a4\u30eb\u306e\u96c6\u307e\u308a\u3060\u3068\u3057\u305f\u3089\u3001\u305d\u308c\u306f\u6df7\u6c8c\u3068\u3057\u305f\u72b6\u614b\u3067\u3059\u3002<\/p>\n<p>Apache Iceberg\u306f\u3001\u305d\u308c\u3089\u306e\u30d5\u30a1\u30a4\u30eb\u7fa4\u306e\u4e0a\u306b\u3042\u308b\u8ce2\u3044\u300c\u76ee\u6b21\u300d\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u300c\u76ee\u6b21\u300d\u304c\u6df7\u6c8c\u3068\u3057\u305f\u72b6\u614b\u3092\u6574\u7406\u3057\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3092\u4e0e\u3048\u307e\u3059\u3002\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u306e\u4e3b\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u7c21\u5358\u306a\u30b9\u30ad\u30fc\u30de\u5909\u66f4\uff1a<\/strong> \u30c6\u30e9\u30d0\u30a4\u30c8\u7d1a\u306e\u30c7\u30fc\u30bf\u3092\u5168\u3066\u66f8\u304d\u63db\u3048\u308b\u3053\u3068\u306a\u304f\u3001\u5217\u3092\u8ffd\u52a0\u3057\u305f\u308a\u540d\u524d\u3092\u5909\u66f4\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u6551\u4e16\u4e3b\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3067\u3059\u3002<\/li>\n<li><strong>\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\uff1a<\/strong> \u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u540c\u6642\u306b\u66f8\u304d\u8fbc\u307f\u3092\u8a66\u307f\u3066\u3082\u3001\u30c7\u30fc\u30bf\u306e\u7834\u640d\u3092\u9632\u304e\u307e\u3059\uff08ACID\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\uff09\u3002<\/li>\n<li><strong>\u30bf\u30a4\u30e0\u30c8\u30e9\u30d9\u30eb\uff08\u904e\u53bb\u30c7\u30fc\u30bf\u306e\u53c2\u7167\uff09\uff1a<\/strong> \u6628\u65e5\u3084\u5148\u9031\u306e\u6642\u70b9\u306e\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u7167\u4f1a\u3067\u304d\u307e\u3059\u3002\u30c7\u30d0\u30c3\u30b0\u3084\u30ec\u30dd\u30fc\u30c8\u306e\u518d\u5b9f\u884c\u306b\u975e\u5e38\u306b\u4fbf\u5229\u3067\u3059\u3002<\/li>\n<\/ul>\n<hr \/>\n<h4>\u65e5\u672c\u8a9e\u8a33\uff5cAnalytics Lakehouse\uff08Q3 2025\uff09<\/h4>\n<p>\u203bGoogle\u306eAutoML Translation\u3092\u4f7f\u7528\u3057\u3066\u7ffb\u8a33\u3057\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n<table style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 50%;\"><a href=\"https:\/\/edbjapan.com\/manual\/edbmanual\/Analytics_%20Lakehouse_2025_Q3\/ja\/Analytics_Lakehouse_ja\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-6372 size-large alignnone\" src=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/manual_ja01-1024x563.jpg\" alt=\"\" width=\"1024\" height=\"563\" srcset=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/manual_ja01-1024x563.jpg 1024w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/manual_ja01-300x165.jpg 300w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/manual_ja01-768x422.jpg 768w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/manual_ja01.jpg 1333w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/td>\n<td style=\"width: 50%;\"><a href=\"https:\/\/edbjapan.com\/manual\/edbmanual\/Analytics_%20Lakehouse_2025_Q3\/ja\/Analytics_Lakehouse_ja.pdf\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-6373 size-large alignnone\" src=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/pdf_download-1024x585.jpg\" alt=\"\" width=\"1024\" height=\"585\" srcset=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/pdf_download-1024x585.jpg 1024w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/pdf_download-300x171.jpg 300w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/pdf_download-768x439.jpg 768w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/pdf_download.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>\u82f1\u8a9e\u539f\u6587\uff5cAnalytics Lakehouse\uff08Q3 2025\uff09<\/h4>\n<table style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 50%;\"><a href=\"https:\/\/edbjapan.com\/manual\/edbmanual\/Analytics_%20Lakehouse_2025_Q3\/en\/Analytics_Lakehouse_en\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-6374 size-large alignnone\" src=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/manual_en01-1024x563.jpg\" alt=\"\" width=\"1024\" height=\"563\" srcset=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/manual_en01-1024x563.jpg 1024w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/manual_en01-300x165.jpg 300w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/manual_en01-768x422.jpg 768w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/manual_en01.jpg 1333w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/td>\n<td style=\"width: 50%;\"><a href=\"https:\/\/edbjapan.com\/manual\/edbmanual\/Analytics_%20Lakehouse_2025_Q3\/en\/Analytics_Lakehouse_en.pdf\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-6375 size-large alignnone\" src=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/pdf_download-1-1024x585.jpg\" alt=\"\" width=\"1024\" height=\"585\" srcset=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/pdf_download-1-1024x585.jpg 1024w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/pdf_download-1-300x171.jpg 300w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/pdf_download-1-768x439.jpg 768w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/09\/pdf_download-1.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>\u65e5\u672c\u8a9e\u8a33\uff5cAnalytics Lakehouse\uff08Q3 2025\uff09<br \/>\n\u82f1\u8a9e\u539f\u6587\uff5cAnalytics Lakehouse\uff08Q3 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