{"id":6693,"date":"2025-06-12T13:00:38","date_gmt":"2025-06-12T04:00:38","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=6693"},"modified":"2026-09-25T15:52:06","modified_gmt":"2026-09-25T06:52:06","slug":"bigquery-omni_glossary","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/bigquery-omni_glossary\/","title":{"rendered":"BigQuery Omni\u3068\u306f\uff1f\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u6642\u4ee3\u306e\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5909\u3048\u308b\u4ed5\u7d44\u307f\u3068\u6d3b\u7528\u6cd5"},"content":{"rendered":"\n<p>BigQuery Omni\u306f\u3001Amazon S3\u3084Azure Blob Storage\u306b\u4fdd\u5b58\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092BigQuery\u304b\u3089\u5206\u6790\u3067\u304d\u308b\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u5206\u6790\u6a5f\u80fd\u3067\u3059\u3002BigLake\u3068\u306e\u9023\u643a\u3001\u30c7\u30fc\u30bf\u3092\u79fb\u52d5\u3055\u305b\u306a\u3044\u30af\u30a8\u30ea\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u6599\u91d1\u3001\u5236\u7d04\u3001AI\u6642\u4ee3\u306e\u6d3b\u7528\u65b9\u6cd5\u307e\u3067\u30012026\u5e74\u6642\u70b9\u306e\u6700\u65b0\u60c5\u5831\u3092\u3082\u3068\u306b\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n<h2>\u306f\u3058\u3081\u306b\uff1a\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u3067\u672c\u5f53\u306b\u96e3\u3057\u3044\u306e\u306f\u300c\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b\u3053\u3068\u300d<\/h2>\n<p>\u4f01\u696d\u306e\u30af\u30e9\u30a6\u30c9\u6d3b\u7528\u304c\u9032\u3080\u4e00\u65b9\u3001AWS\u3001Microsoft Azure\u3001Google Cloud\u3092\u7528\u9014\u3054\u3068\u306b\u4f7f\u3044\u5206\u3051\u308b\u4f01\u696d\u3067\u306f\u3001\u30c7\u30fc\u30bf\u304c\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u306b\u5206\u6563\u3059\u308b\u3068\u3044\u3046\u554f\u984c\u304c\u8d77\u3053\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u8cfc\u8cb7\u30c7\u30fc\u30bf\u306fAmazon S3\u3001\u696d\u52d9\u30c7\u30fc\u30bf\u306fAzure Blob Storage\u3001\u5206\u6790\u7528\u30c7\u30fc\u30bf\u306fBigQuery\u3068\u3044\u3046\u69cb\u6210\u3067\u3059\u3002\u3053\u306e\u72b6\u614b\u3067\u5168\u793e\u6a2a\u65ad\u306e\u5206\u6790\u3092\u884c\u304a\u3046\u3068\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u3092\u4e00\u3064\u306e\u5834\u6240\u3078\u30b3\u30d4\u30fc\u3059\u308bETL\u3084\u30c7\u30fc\u30bf\u8ee2\u9001\u3001\u6a29\u9650\u7ba1\u7406\u3001\u540c\u671f\u51e6\u7406\u306a\u3069\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><strong>BigQuery Omni<\/strong>\u306f\u3001\u3053\u3046\u3057\u305f\u300c\u30c7\u30fc\u30bf\u3092\u4e00\u30ab\u6240\u3078\u96c6\u3081\u306a\u3051\u308c\u3070\u5206\u6790\u3067\u304d\u306a\u3044\u300d\u3068\u3044\u3046\u554f\u984c\u3092\u89e3\u6d88\u3059\u308b\u305f\u3081\u306eBigQuery\u306e\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u5206\u6790\u6a5f\u80fd\u3067\u3059\u3002<\/p>\n<p>\u73fe\u5728\u306eBigQuery Omni\u3067\u306f\u3001Amazon S3\u3084Azure Blob Storage\u4e0a\u306e\u30c7\u30fc\u30bf\u3092BigLake\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u5b9a\u7fa9\u3057\u3001BigQuery\u306eGoogleSQL\u3092\u4f7f\u3063\u3066\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u305d\u306e\u3082\u306e\u3092Google Cloud\u3078\u79fb\u52d5\u3055\u305b\u305a\u306b\u3001\u4fdd\u5b58\u5834\u6240\u3092\u7dad\u6301\u3057\u305f\u307e\u307e\u5206\u6790\u3067\u304d\u308b\u3053\u3068\u304c\u5927\u304d\u306a\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p><!-- notionvc: aa8e38fc-44fe-4b0f-a42f-cf5f8a701011 --><\/p>\n<p><!-- notionvc: 68db5270-6276-4b8c-b973-f27d3e98a5d9 --><\/p>\n<h2>1. BigQuery Omni\u3068\u306f\uff1f<\/h2>\n<p>BigQuery Omni\u306f\u3001Google Cloud\u306eBigQuery\u304b\u3089AWS\u3084Azure\u306b\u5b58\u5728\u3059\u308b\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u6a5f\u80fd\u3067\u3059\u3002<\/p>\n<p>\u91cd\u8981\u306a\u306e\u306f\u3001BigQuery Omni\u3092\u300cAWS\u3084Azure\u306e\u30c7\u30fc\u30bf\u3092BigQuery\u3078\u30b3\u30d4\u30fc\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u300d\u3068\u8003\u3048\u306a\u3044\u3053\u3068\u3067\u3059\u3002\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u306f\u3001<strong>\u30c7\u30fc\u30bf\u3092\u5143\u306e\u30af\u30e9\u30a6\u30c9\u306b\u4fdd\u6301\u3057\u305f\u307e\u307e\u3001BigQuery\u306e\u5206\u6790\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3059\u308b<\/strong>\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001Amazon S3\u3084Azure Blob Storage\u306b\u4fdd\u5b58\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066BigLake\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3059\u308b\u3068\u3001\u305d\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u901a\u5e38\u306eBigQuery\u30c6\u30fc\u30d6\u30eb\u306b\u8fd1\u3044\u5f62\u3067GoogleSQL\u304b\u3089\u6271\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306bBigQuery Omni\u3067\u306f\u3001BigQuery\u5074\u306e\u30c7\u30fc\u30bf\u3068Omni\u30ea\u30fc\u30b8\u30e7\u30f3\u5074\u306e\u30c7\u30fc\u30bf\u3092JOIN\u3059\u308b\u4ed5\u7d44\u307f\u3082\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001AWS\u3084Azure\u306e\u30c7\u30fc\u30bf\u3068Google Cloud\u4e0a\u306e\u30c7\u30fc\u30bf\u3092\u3001SQL\u30d9\u30fc\u30b9\u3067\u6a2a\u65ad\u7684\u306b\u5206\u6790\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><!-- notionvc: 5ac1922e-06c1-42da-90af-c3bcbc415e7a --><\/p>\n<p><!-- notionvc: e595c20b-704e-4257-ae20-7a7e2e9d317e --><\/p>\n<h2>2. \u3069\u306e\u3088\u3046\u306a\u4ed5\u7d44\u307f\u3067\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u306e\u304b<\/h2>\n<p>BigQuery Omni\u306e\u69cb\u6210\u3092\u7406\u89e3\u3059\u308b\u3046\u3048\u3067\u91cd\u8981\u306a\u306e\u304c\u3001<strong>BigLake\u3001\u5916\u90e8\u63a5\u7d9a\u3001Omni\u30ea\u30fc\u30b8\u30e7\u30f3<\/strong>\u306e3\u3064\u3067\u3059\u3002<\/p>\n<p>\u307e\u305aBigLake\u306f\u3001\u5916\u90e8\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u5b58\u5728\u3059\u308b\u30c7\u30fc\u30bf\u3092BigQuery\u304b\u3089\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u6271\u3046\u305f\u3081\u306e\u4ed5\u7d44\u307f\u3067\u3059\u3002Amazon S3\u3068Azure Blob Storage\u306b\u3064\u3044\u3066\u306fBigQuery Omni\u3092\u5229\u7528\u3057\u3066\u63a5\u7d9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u6b21\u306b\u3001AWS\u3084Azure\u5074\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3078\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306eConnection\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002AWS\u3067\u306fIAM\u3092\u5229\u7528\u3057\u3066\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3092\u8a2d\u5b9a\u3057\u3001Azure\u3067\u306fWorkload Identity Federation\u3092\u5229\u7528\u3057\u305f\u8a8d\u8a3c\u69cb\u6210\u3082\u53ef\u80fd\u3067\u3059\u3002Azure\u3067\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u3092\u7ba1\u7406\u305b\u305a\u306bGoogle\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u306e\u9023\u643a\u3092\u69cb\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305d\u3057\u3066\u30af\u30a8\u30ea\u306f\u3001\u5bfe\u8c61\u30c7\u30fc\u30bf\u306b\u5bfe\u5fdc\u3057\u305fBigQuery Omni\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u51e6\u7406\u3055\u308c\u307e\u3059\u30022026\u5e74\u6642\u70b9\u3067\u306f\u3001AWS\u306e\u7c73\u56fd\u30fb\u6b27\u5dde\u30fb\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u306a\u3069\u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u52a0\u3048\u3001Azure East US 2\u304c\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a2d\u8a08\u306b\u3088\u308a\u3001\u300c\u30c7\u30fc\u30bf\u3092\u4e2d\u592e\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u30b3\u30d4\u30fc\u3057\u3066\u304b\u3089\u5206\u6790\u3059\u308b\u300d\u3068\u3044\u3046\u5f93\u6765\u578b\u306e\u65b9\u5f0f\u3068\u306f\u7570\u306a\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><!-- notionvc: 275ee367-4a38-4200-8cd9-a0276caf3b53 --><\/p>\n<h2>3. BigQuery Omni\u3067\u4f55\u304c\u5909\u308f\u308b\u306e\u304b<\/h2>\n<p>\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001<strong>\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u5834\u6240\u3068\u5206\u6790\u57fa\u76e4\u3092\u5fc5\u305a\u3057\u3082\u4e00\u81f4\u3055\u305b\u306a\u304f\u3066\u3088\u3044<\/strong>\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070AWS\u4e0a\u306e\u8ca9\u58f2\u30c7\u30fc\u30bf\u3092S3\u306b\u4fdd\u5b58\u3057\u7d9a\u3051\u306a\u304c\u3089\u3001Google Cloud\u306eBigQuery\u304b\u3089\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306bBigQuery\u5074\u306b\u3042\u308b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30c7\u30fc\u30bf\u306a\u3069\u3068JOIN\u3059\u308c\u3070\u3001\u30af\u30e9\u30a6\u30c9\u3092\u307e\u305f\u3044\u3060\u5206\u6790\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u306f\u7279\u306b\u3001\u3059\u3067\u306b\u8907\u6570\u30af\u30e9\u30a6\u30c9\u3078\u30c7\u30fc\u30bf\u304c\u5206\u6563\u3057\u3066\u3044\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u91cd\u8981\u3067\u3059\u3002\u65e2\u5b58\u30c7\u30fc\u30bf\u3092\u3059\u3079\u3066\u79fb\u884c\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u958b\u59cb\u3057\u306a\u304f\u3066\u3082\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u304b\u3089\u6a2a\u65ad\u5206\u6790\u3092\u59cb\u3081\u3089\u308c\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>\u307e\u305fBigLake\u3067\u306f\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092BigQuery\u30c6\u30fc\u30d6\u30eb\u5074\u3067\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002BigLake\u306e\u30a2\u30af\u30bb\u30b9\u59d4\u4efb\u306b\u3088\u3063\u3066\u3001\u57fa\u76e4\u30b9\u30c8\u30ec\u30fc\u30b8\u305d\u306e\u3082\u306e\u3078\u306e\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u6a29\u3092\u30e6\u30fc\u30b6\u30fc\u3054\u3068\u306b\u4ed8\u4e0e\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001BigQuery\u5074\u3067\u30c6\u30fc\u30d6\u30eb\u5358\u4f4d\u306e\u6a29\u9650\u5236\u5fa1\u3092\u884c\u3048\u308b\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u884c\u30ec\u30d9\u30eb\u30fb\u5217\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308aBigQuery Omni\u306e\u4fa1\u5024\u306f\u3001\u5358\u7d14\u306a\u300c\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u63a5\u7d9a\u300d\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p><strong>\u30c7\u30fc\u30bf\u306e\u79fb\u52d5\u3092\u6e1b\u3089\u3057\u306a\u304c\u3089\u3001SQL\u3001\u6a29\u9650\u7ba1\u7406\u3001\u5206\u6790\u74b0\u5883\u3092\u7d71\u4e00\u3059\u308b\u3053\u3068<\/strong>\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><!-- notionvc: 36439d79-1cfa-4d9b-b9db-cf8b84cb162e --><\/p>\n<p><!-- notionvc: 44e4bf65-2a7a-4b22-a92f-89d0121cea6b --><\/p>\n<h2>4. \u4e3b\u306a\u6d3b\u7528\u30b7\u30fc\u30f3<\/h2>\n<p><strong>EC\u30fb\u5c0f\u58f2\u696d\u306e\u6a2a\u65ad\u5206\u6790<\/strong><\/p>\n<p>AWS\u4e0a\u306e\u8cfc\u8cb7\u5c65\u6b74\u3068Google Cloud\u4e0a\u306e\u5e83\u544a\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u308c\u3070\u3001\u9867\u5ba2\u7372\u5f97\u304b\u3089\u8cfc\u8cb7\u307e\u3067\u306e\u5206\u6790\u3092\u6a2a\u65ad\u7684\u306b\u884c\u3048\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u3092\u3059\u3079\u3066\u4e00\u3064\u306e\u30af\u30e9\u30a6\u30c9\u3078\u79fb\u884c\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u914d\u7f6e\u3092\u7dad\u6301\u3057\u305f\u307e\u307e\u5fc5\u8981\u306a\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u308b\u70b9\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<p><strong>\u30b0\u30ed\u30fc\u30d0\u30eb\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u5206\u6790<\/strong><\/p>\n<p>\u5730\u57df\u3084\u90e8\u9580\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u30af\u30e9\u30a6\u30c9\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u4f01\u696d\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u7121\u7406\u306b\u4e00\u30ab\u6240\u3078\u96c6\u7d04\u3059\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>BigQuery Omni\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u5bfe\u5fdc\u3059\u308bAWS\u30fbAzure\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3057\u306a\u304c\u3089\u3001BigQuery\u3092\u5171\u901a\u306e\u5206\u6790\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u8a2d\u8a08\u3092\u691c\u8a0e\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3092\u6d3b\u7528\u3057\u305f\u5206\u6790<\/strong><\/p>\n<p>S3\u3084Azure Blob Storage\u3092\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3068\u3057\u3066\u5229\u7528\u3057\u3066\u3044\u308b\u4f01\u696d\u3067\u306f\u3001\u65e2\u5b58\u30c7\u30fc\u30bf\u3092BigQuery\u3078\u5927\u91cf\u30b3\u30d4\u30fc\u3059\u308b\u3053\u3068\u306a\u304f\u3001BigLake\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u5206\u6790\u74b0\u5883\u306b\u7d44\u307f\u8fbc\u3081\u307e\u3059\u3002<\/p>\n<p>\u7279\u306bParquet\u3001Avro\u3001ORC\u3001CSV\u306a\u3069\u8907\u6570\u306e\u5f62\u5f0f\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001AWS S3\u3067\u306fDelta Lake\u3084Iceberg\u306a\u3069\u3082\u30b5\u30dd\u30fc\u30c8\u5bfe\u8c61\u306b\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><!-- notionvc: dfba7a04-c2d9-40a1-913b-7c251d855a6f --><\/p>\n<p><!-- notionvc: adc625c2-3c44-421f-8480-04bbd4047302 --><\/p>\n<h2>5. BigQuery Omni\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u6ce8\u610f\u70b9<\/h2>\n<p>BigQuery Omni\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u7b2c\u4e00\u306b<strong>\u30c7\u30fc\u30bf\u79fb\u52d5\u3092\u524d\u63d0\u3068\u3057\u306a\u3044\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u5206\u6790<\/strong>\u3067\u3059\u3002\u5927\u91cf\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30a6\u30c9\u9593\u3067\u30b3\u30d4\u30fc\u3059\u308b\u5fc5\u8981\u6027\u3092\u6e1b\u3089\u305b\u308b\u305f\u3081\u3001\u79fb\u884c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8ca0\u62c5\u3092\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u7b2c\u4e8c\u306b\u3001<strong>BigQuery\u306eGoogleSQL\u3092\u5171\u901a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u3053\u3068<\/strong>\u3067\u3059\u3002AWS\u3084Azure\u306b\u5206\u6563\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3001BigQuery\u306e\u5206\u6790\u74b0\u5883\u304b\u3089\u6271\u3048\u308b\u3053\u3068\u306f\u3001\u5229\u7528\u8005\u5074\u306e\u5b66\u7fd2\u30b3\u30b9\u30c8\u3084\u904b\u7528\u306e\u8907\u96d1\u5316\u3092\u6291\u3048\u308b\u8981\u56e0\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3001\u6ce8\u610f\u3059\u3079\u304d\u70b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u3001BigQuery Omni\u306f\u300c\u3069\u3093\u306a\u30c7\u30fc\u30bf\u3067\u3082\u5b8c\u5168\u306b\u900f\u904e\u7684\u306b\u6271\u3048\u308b\u300d\u3068\u3044\u3046\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5bfe\u5fdc\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u30c7\u30fc\u30bf\u5f62\u5f0f\u3001SQL\u6a5f\u80fd\u3001BigLake\u306e\u5236\u7d04\u306a\u3069\u3092\u4e8b\u524d\u306b\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u304c\u5b8c\u5168\u306b\u306a\u304f\u306a\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u7279\u306b\u30af\u30e9\u30a6\u30c9\u3092\u307e\u305f\u3050JOIN\u3084\u30af\u30a8\u30ea\u7d50\u679c\u306e\u6271\u3044\u3067\u306f\u3001\u30c7\u30fc\u30bf\u91cf\u3084\u51e6\u7406\u65b9\u6cd5\u3092\u8003\u616e\u3057\u305f\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u6599\u91d1\u306b\u3064\u3044\u3066\u3082\u300c\u30c7\u30fc\u30bf\u3092\u79fb\u52d5\u3057\u306a\u3044\u304b\u3089\u5fc5\u305a\u5b89\u3044\u300d\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u30af\u30a8\u30ea\u306e\u5b9f\u884c\u91cf\u3001\u51e6\u7406\u65b9\u5f0f\u3001\u5404\u30af\u30e9\u30a6\u30c9\u5074\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3084\u30b9\u30c8\u30ec\u30fc\u30b8\u30b3\u30b9\u30c8\u306a\u3069\u3092\u542b\u3081\u3066\u3001\u5b9f\u969b\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5358\u4f4d\u3067\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><!-- notionvc: 20ca85fc-7b74-49d3-92f5-6ce5a43727eb --><\/p>\n<h2>6. BigQuery Omni\u3068AI\u6642\u4ee3\u306e\u30c7\u30fc\u30bf\u57fa\u76e4<\/h2>\n<p>BigQuery Omni\u3092\u8003\u3048\u308b\u3046\u3048\u3067\u3001\u4eca\u5f8c\u3055\u3089\u306b\u91cd\u8981\u306b\u306a\u308b\u306e\u304cAI\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3059\u3002<\/p>\n<p>2025\u5e74\u4ee5\u964d\u306eBigQuery\u306f\u3001\u5358\u306a\u308b\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u306f\u306a\u304f\u3001\u69cb\u9020\u5316\u30fb\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u6271\u3044\u306a\u304c\u3089AI\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u5206\u6790\u306b\u3064\u306a\u3052\u308b\u300c\u30c7\u30fc\u30bf\u304b\u3089AI\u307e\u3067\u300d\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002Google Cloud\u3082BigQuery\u3092AI\u30fb\u691c\u7d22\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306a\u3069\u3092\u652f\u3048\u308b\u30c7\u30fc\u30bf\u57fa\u76e4\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u6d41\u308c\u3067\u306f\u3001\u300cAI\u30e2\u30c7\u30eb\u3092\u3069\u3053\u306b\u7f6e\u304f\u304b\u300d\u3060\u3051\u3067\u306a\u304f\u3001<strong>AI\u304c\u53c2\u7167\u3059\u308b\u4f01\u696d\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u7d71\u5408\u30fb\u7ba1\u7406\u3059\u308b\u304b<\/strong>\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>AWS\u3001Azure\u3001Google Cloud\u306b\u30c7\u30fc\u30bf\u304c\u5206\u6563\u3057\u305f\u72b6\u614b\u3067\u3082\u3001BigQuery Omni\u3068BigLake\u3092\u7d44\u307f\u5408\u308f\u305b\u308c\u3070\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u914d\u7f6e\u3092\u5c0a\u91cd\u3057\u306a\u304c\u3089\u5206\u6790\u57fa\u76e4\u3092\u69cb\u7bc9\u3059\u308b\u9078\u629e\u80a2\u304c\u751f\u307e\u308c\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u610f\u5473\u3067BigQuery Omni\u306f\u3001\u5358\u306a\u308b\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u5411\u3051SQL\u6a5f\u80fd\u3067\u306f\u306a\u304f\u3001\u4eca\u5f8c\u306e\u30c7\u30fc\u30bf\u30fbAI\u57fa\u76e4\u306b\u304a\u3051\u308b\u300c\u30c7\u30fc\u30bf\u914d\u7f6e\u3068\u5206\u6790\u74b0\u5883\u3092\u5206\u96e2\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u300d\u3068\u3057\u3066\u898b\u308b\u3068\u3001\u305d\u306e\u4fa1\u5024\u304c\u3088\u308a\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<!-- notionvc: a5e706d2-a286-4902-aa2f-fffb4ea50f9e --><\/p>\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081\uff1aBigQuery Omni\u306f\u300c\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b\u300d\u767a\u60f3\u3092\u5909\u3048\u308b<\/h2>\n\n\n\n<p>BigQuery Omni\u306e\u672c\u8cea\u306f\u3001AWS\u3084Azure\u306e\u30c7\u30fc\u30bf\u3092Google Cloud\u3078\u79fb\u884c\u3059\u308b\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p><strong>\u30c7\u30fc\u30bf\u304c\u5b58\u5728\u3059\u308b\u5834\u6240\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u3001BigQuery\u3092\u5171\u901a\u306e\u5206\u6790\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u3057\u3066\u6d3b\u7528\u3059\u308b\u3053\u3068<\/strong>\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306bBigLake\u3068\u306e\u9023\u643a\u306b\u3088\u3063\u3066\u3001Amazon S3\u3084Azure Blob Storage\u306e\u30c7\u30fc\u30bf\u3092BigQuery\u304b\u3089SQL\u3067\u6271\u3048\u308b\u3060\u3051\u3067\u306a\u304f\u3001BigQuery\u5074\u306e\u30c7\u30fc\u30bf\u3068\u306eJOIN\u3084\u30c6\u30fc\u30d6\u30eb\u5358\u4f4d\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001\u5bfe\u5fdc\u30ea\u30fc\u30b8\u30e7\u30f3\u3084\u30c7\u30fc\u30bf\u5f62\u5f0f\u3001\u6599\u91d1\u3001\u30af\u30ed\u30b9\u30af\u30e9\u30a6\u30c9\u51e6\u7406\u306e\u7279\u6027\u306a\u3069\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u5c0e\u5165\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u304b\u3089\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u3067\u306f\u3001\u300c\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u3064\u306e\u5834\u6240\u306b\u96c6\u3081\u308b\u300d\u3053\u3068\u3060\u3051\u304c\u6b63\u89e3\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002BigQuery Omni\u306f\u3001<strong>\u30c7\u30fc\u30bf\u3092\u7121\u7406\u306b\u79fb\u52d5\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5206\u6563\u3057\u305f\u307e\u307e\u4fa1\u5024\u3092\u5f15\u304d\u51fa\u3059<\/strong>\u3068\u3044\u3046\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u6642\u4ee3\u306e\u65b0\u3057\u3044\u5206\u6790\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u5b9f\u73fe\u3059\u308b\u91cd\u8981\u306a\u9078\u629e\u80a2\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>BigQuery Omni\u306f\u3001Amazon S3\u3084Azure Blob Storage\u306b\u4fdd\u5b58\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092BigQuery\u304b\u3089\u5206\u6790\u3067\u304d\u308b\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u5206\u6790\u6a5f\u80fd\u3067\u3059\u3002BigLake\u3068\u306e\u9023\u643a\u3001\u30c7\u30fc\u30bf\u3092\u79fb\u52d5\u3055\u305b\u306a\u3044\u30af\u30a8\u30ea\u3001\u30bb\u30ad 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