{"id":5734,"date":"2025-02-04T09:39:24","date_gmt":"2025-02-04T00:39:24","guid":{"rendered":"https:\/\/edbjapan.com\/manual\/?p=5734"},"modified":"2026-01-25T17:08:30","modified_gmt":"2026-01-25T08:08:30","slug":"lakehouse-analytics-2025-january","status":"publish","type":"post","link":"https:\/\/edbjapan.com\/manual\/lakehouse-analytics-2025-january\/","title":{"rendered":"Lakehouse analytics\uff08January 2025\uff09"},"content":{"rendered":"<p><strong>1. EDB Lakehouse analytics \u3068\u306f\uff1f<\/strong><br \/>\nEDB Lakehouse analytics \u306f\u3001EDB Postgres AI \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u62e1\u5f35\u6a5f\u80fd\u3067\u3042\u308a\u3001\u5206\u6790\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u8cea\u7684\u306b\u306f\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\uff08S3\u306a\u3069\uff09\u306b\u683c\u7d0d\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u3001Postgres\u30d9\u30fc\u30b9\u306e\u8a08\u7b97\u30a8\u30f3\u30b8\u30f3\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ab\u30e9\u30e0\u5f62\u5f0f\uff08Delta Lake\u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u4f7f\u7528\uff09\u3067\u30af\u30a8\u30ea\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u4ee5\u4e0b\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>Postgres\u5411\u3051\u306e\u9ad8\u901f\u5206\u6790: \u30d9\u30af\u30c8\u30eb\u5316\u3055\u308c\u305f\u30af\u30a8\u30ea\u30a8\u30f3\u30b8\u30f3\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5f93\u6765\u306e\u884c\u30d9\u30fc\u30b9\u306ePostgres\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u6bd4\u8f03\u3057\u3066\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3059\u308b\u5206\u6790\u30af\u30a8\u30ea\u3092\u9ad8\u901f\u5316\u3057\u307e\u3059\u3002<\/li>\n<li>Postgres\u30cd\u30a4\u30c6\u30a3\u30d6: Postgres\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306ePostgres\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3084\u30af\u30a8\u30ea\u3092\u4fee\u6b63\u306a\u3057\u3067\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u30ab\u30e9\u30e0\u30ca\u30b9\u30c8\u30ec\u30fc\u30b8: \u5206\u6790\u7528\u306b\u6700\u9069\u5316\u3055\u308c\u3001\u4ed6\u306e\u5206\u6790\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u76f8\u4e92\u904b\u7528\u304c\u53ef\u80fd\u306a\u3001\u5727\u7e2e\u7387\u306e\u9ad8\u3044\u30ab\u30e9\u30e0\u30ca\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3057\u307e\u3059\u3002<\/li>\n<li>Lakehouse Sync: \u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3Postgres\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u5185\u306eLakehouse\u30c6\u30fc\u30d6\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u540c\u671f\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9: \u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u57fa\u76e4\u3068\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\uff08\u305f\u3060\u3057\u3001EDB Postgres AI\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u5fc5\u8981\u3067\u3059\uff09\u3002<\/li>\n<\/ul>\n<p><strong>2. \u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3059\u308b\u306e\u304b\uff1f<\/strong><br \/>\n\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u306f\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u5206\u96e2\u3057\u3001\u305d\u308c\u305e\u308c\u3092\u72ec\u7acb\u3057\u3066\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u4ee5\u4e0b\u306b\u3001\u5404\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u9023\u643a\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>Lakehouse\u30ce\u30fc\u30c9: Postgres\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\uff08EDB Advanced Server (EPAS) \u307e\u305f\u306f EDB Postgres Extended (PGE)\uff09\u3067\u3042\u308a\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u5185\u306eDelta Lake\u30c6\u30fc\u30d6\u30eb\u306e\u30af\u30a8\u30ea\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30d9\u30af\u30c8\u30eb\u5316\u3055\u308c\u305f\u30af\u30a8\u30ea\u30a8\u30f3\u30b8\u30f3\uff08Seafowl\u7d4c\u7531\u306eApache DataFusion\uff09\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30ce\u30fc\u30c9\u306f\u30b9\u30c6\u30fc\u30c8\u30ec\u30b9\u304b\u3064\u30a8\u30d5\u30a7\u30e1\u30e9\u30eb\u3067\u3042\u308a\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u57fa\u3065\u3044\u3066\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u307e\u305f\u306f\u30b9\u30b1\u30fc\u30eb\u30c0\u30a6\u30f3\u3057\u307e\u3059\u3002<\/li>\n<li>Lakehouse\u30c6\u30fc\u30d6\u30eb: Delta Lake\u30c6\u30fc\u30d6\u30eb\u306f\u3001S3\u4e92\u63db\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u683c\u7d0d\u3055\u308c\u305fParquet\u30d5\u30a1\u30a4\u30eb\u3068JSON\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u30bb\u30c3\u30c8\u3067\u3059\u3002\u3053\u308c\u3089\u304c\u5b9f\u969b\u306b\u30af\u30a8\u30ea\u3055\u308c\u308b\u30c7\u30fc\u30bf\u3067\u3059\u3002<\/li>\n<li>\u30de\u30cd\u30fc\u30b8\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 (MSL): Lakehouse\u30c6\u30fc\u30d6\u30eb\u304c\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u5185\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3042\u308a\u3001Lakehouse\u30ce\u30fc\u30c9\u304c\u30af\u30a8\u30ea\u3092\u884c\u3046\u305f\u3081\u306e\u30a2\u30af\u30bb\u30b9\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u5f53\u521d\u306f\u3001EDB\u304c\u3053\u308c\u3089\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7ba1\u7406\u3057\u307e\u3059\uff08\u305f\u3060\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u72ec\u81ea\u306e\u30d0\u30b1\u30c3\u30c8\u3092\u6301\u3061\u8fbc\u3080\u300c\u5916\u90e8\u30b9\u30c8\u30ec\u30fc\u30b8\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u300d\u3082\u8a08\u753b\u3055\u308c\u3066\u3044\u307e\u3059\uff09\u3002<\/li>\n<li>\u30d9\u30af\u30c8\u30eb\u5316\u3055\u308c\u305f\u30af\u30a8\u30ea\u30a8\u30f3\u30b8\u30f3 (Apache DataFusion): \u3053\u306e\u30a8\u30f3\u30b8\u30f3\u304c\u3001\u9ad8\u901f\u5316\u306e\u9375\u3067\u3059\u3002SIMD\u6280\u8853\u3092\u4f7f\u7528\u3057\u3066\u30ab\u30e9\u30e0\u30ca\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u5f93\u6765\u306ePostgres\u3068\u6bd4\u8f03\u3057\u30665\u500d\u304b\u3089100\u500d\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002Seafowl\u306b\u3088\u3063\u3066\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>Lakehouse Sync: EDB\u30db\u30b9\u30c8\u578b\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3Postgres\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u3001\u30de\u30cd\u30fc\u30b8\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306eLakehouse\u30c6\u30fc\u30d6\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u79fb\u52d5\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u30af\u30a8\u30ea\u304c\u5b9f\u884c\u3055\u308c\u308b\u3068\u3001Lakehouse\u30ce\u30fc\u30c9\u306f\u6700\u521d\u306b\u3001\u30d9\u30af\u30c8\u30eb\u5316\u3055\u308c\u305f\u30af\u30a8\u30ea\u30a8\u30f3\u30b8\u30f3\uff08Seafowl\uff09\u3067\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u3088\u3046\u3068\u8a66\u307f\u307e\u3059\u3002\u53ef\u80fd\u306a\u9650\u308a\u591a\u304f\u306e\u51e6\u7406\u3092\u305d\u308c\u306b\u300c\u30d7\u30c3\u30b7\u30e5\u30c0\u30a6\u30f3\u300d\u3057\u307e\u3059\u3002Seafowl\u304c\u51e6\u7406\u3067\u304d\u306a\u3044\u64cd\u4f5c\u304c\u3042\u308b\u5834\u5408\u3001\u901a\u5e38\u306ePostgres\u5b9f\u884c\u306b\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n<p><strong>3. Lakehouse analytics \u3092\u4f7f\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/strong><\/p>\n<ul>\n<li>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9: \u30ab\u30e9\u30e0\u30ca\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30d9\u30af\u30c8\u30eb\u5316\u30a8\u30f3\u30b8\u30f3\u306b\u3088\u308a\u3001\u5f93\u6765\u306ePostgres\u3088\u308a\u3082\u5206\u6790\u30af\u30a8\u30ea\u304c\u5927\u5e45\u306b\u9ad8\u901f\u5316\u3055\u308c\u307e\u3059\uff08\u5e73\u5747\u306730\u500d\u3068\u63a8\u5b9a\uff09\u3002<\/li>\n<li>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3: \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\uff08Lakehouse\u30ce\u30fc\u30c9\uff09\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\uff08\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\uff09\u3092\u72ec\u7acb\u3057\u3066\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u304d\u308b\u305f\u3081\u3001\u4e88\u6e2c\u4e0d\u53ef\u80fd\u306a\u5206\u6790\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u3088\u308a\u52b9\u7387\u7684\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u30b3\u30b9\u30c8\u52b9\u7387: \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u304c\u30a8\u30d5\u30a7\u30e1\u30e9\u30eb\u3067\u3042\u308b\u305f\u3081\u3001\u4f7f\u7528\u91cf\u306b\u5fdc\u3058\u3066\u306e\u307f\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30a2\u30bf\u30c3\u30c1\u3055\u308c\u305f\u30c7\u30a3\u30b9\u30af\u306b\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3059\u308b\u305f\u3081\u306b\u3001\u5341\u5206\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u306a\u3044\u30b5\u30fc\u30d0\u30fc\u306b\u5bfe\u3057\u3066\u3082\u8ab2\u91d1\u3055\u308c\u308b\u5f93\u6765\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u306f\u5bfe\u7167\u7684\u3067\u3059\u3002<\/li>\n<li>\u67d4\u8edf\u6027: \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eDelta Lake\u5f62\u5f0f\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u3088\u308a\u5e83\u7bc4\u306a\u5206\u6790\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u76f8\u4e92\u904b\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n<li>Postgres\u7d71\u5408: Postgres\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306ePostgres\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001SQL\u3067\u307b\u3068\u3093\u3069\u3001\u307e\u305f\u306f\u5168\u304f\u4fee\u6b63\u306a\u3057\u3067\u30c7\u30fc\u30bf\u3092\u30af\u30a8\u30ea\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u30b7\u30f3\u30d7\u30eb\u3055: \u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u306e\u69cb\u7bc9\u304c\u5bb9\u6613\u306b\u306a\u308a\u3001\u5b8c\u5168\u306b\u65b0\u3057\u3044\u30c4\u30fc\u30eb\u30c1\u30a7\u30fc\u30f3\u3092\u5fc5\u8981\u3068\u305b\u305a\u306bPostgres\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u4f7f\u3044\u3084\u3059\u3055: \u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3059\u3050\u306b\u958b\u59cb\u3059\u308b\u304b\u3001\u540c\u671f\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u540c\u671f\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001EDB Lakehouse analytics \u306f\u3001Postgres\u306e\u80fd\u529b\u3068\u6700\u65b0\u306e\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u306e\u539f\u5247\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u7279\u306b\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u304a\u3044\u3066\u5206\u6790\u30af\u30a8\u30ea\u3092\u9ad8\u901f\u304b\u3064\u52b9\u7387\u7684\u306b\u51e6\u7406\u3059\u308b\u65b9\u6cd5\u3092\u63d0\u4f9b\u3057\u3001\u30d7\u30ed\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u307e\u3059\u3002<\/p>\n<hr \/>\n<h4>\u65e5\u672c\u8a9e\u8a33\uff5cLakehouse analytics\uff08January 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\/lakehouse_analytic_2025_01_25\/ja\/Lakehouse_analytics_ja\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-5737 size-full alignnone\" src=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/manual_ja01.jpg\" alt=\"\" width=\"1333\" height=\"733\" srcset=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/manual_ja01.jpg 1333w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/manual_ja01-300x165.jpg 300w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/manual_ja01-1024x563.jpg 1024w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/manual_ja01-768x422.jpg 768w\" sizes=\"auto, (max-width: 1333px) 100vw, 1333px\" \/><\/a><\/td>\n<td style=\"width: 50%;\"><a href=\"https:\/\/edbjapan.com\/manual\/edbmanual\/lakehouse_analytic_2025_01_25\/ja\/Lakehouse_analytics_ja.pdf\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-5738 size-full alignnone\" src=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/pdf_download.jpg\" alt=\"\" width=\"1400\" height=\"800\" srcset=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/pdf_download.jpg 1400w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/pdf_download-300x171.jpg 300w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/pdf_download-1024x585.jpg 1024w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/pdf_download-768x439.jpg 768w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>\u82f1\u8a9e\u539f\u6587\uff5cLakehouse analytics\uff08January 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\/lakehouse_analytic_2025_01_25\/en\/Lakehouse_analytics_en\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-5739 size-full alignnone\" src=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/manual_en01.jpg\" alt=\"\" width=\"1333\" height=\"733\" srcset=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/manual_en01.jpg 1333w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/manual_en01-300x165.jpg 300w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/manual_en01-1024x563.jpg 1024w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/manual_en01-768x422.jpg 768w\" sizes=\"auto, (max-width: 1333px) 100vw, 1333px\" \/><\/a><\/td>\n<td style=\"width: 50%;\"><a href=\"https:\/\/edbjapan.com\/manual\/edbmanual\/lakehouse_analytic_2025_01_25\/en\/Lakehouse_analytics_en.pdf\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-5740 size-full alignnone\" src=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/pdf_download-1.jpg\" alt=\"\" width=\"1400\" height=\"800\" srcset=\"https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/pdf_download-1.jpg 1400w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/pdf_download-1-300x171.jpg 300w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/pdf_download-1-1024x585.jpg 1024w, https:\/\/edbjapan.com\/manual\/wp-content\/uploads\/2025\/02\/pdf_download-1-768x439.jpg 768w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>\u65e5\u672c\u8a9e\u8a33\uff5cLakehouse analytics\uff08January 2025\uff09<br \/>\n\u82f1\u8a9e\u539f\u6587\uff5cLakehouse analytics\uff08January 2025\uff09<\/p>\n","protected":false},"author":1,"featured_media":6171,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_vk_print_noindex":"","sitemap_hide":"","_veu_custom_css":"","veu_display_promotion_alert":"common","vkexunit_cta_each_option":"","_lightning_design_setting":{"layout":"default"},"footnotes":""},"categories":[26,31],"tags":[],"class_list":["post-5734","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-analytic-accelerator"],"veu_head_title_object":{"title":"","add_site_title":""},"_links":{"self":[{"href":"https:\/\/edbjapan.com\/manual\/wp-json\/wp\/v2\/posts\/5734","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/edbjapan.com\/manual\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/edbjapan.com\/manual\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/edbjapan.com\/manual\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/edbjapan.com\/manual\/wp-json\/wp\/v2\/comments?post=5734"}],"version-history":[{"count":7,"href":"https:\/\/edbjapan.com\/manual\/wp-json\/wp\/v2\/posts\/5734\/revisions"}],"predecessor-version":[{"id":5862,"href":"https:\/\/edbjapan.com\/manual\/wp-json\/wp\/v2\/posts\/5734\/revisions\/5862"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/edbjapan.com\/manual\/wp-json\/wp\/v2\/media\/6171"}],"wp:attachment":[{"href":"https:\/\/edbjapan.com\/manual\/wp-json\/wp\/v2\/media?parent=5734"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/edbjapan.com\/manual\/wp-json\/wp\/v2\/categories?post=5734"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/edbjapan.com\/manual\/wp-json\/wp\/v2\/tags?post=5734"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}