{"id":6762,"date":"2026-07-12T02:07:45","date_gmt":"2026-07-12T10:07:45","guid":{"rendered":"https:\/\/www.gudusoft.com\/trino-data-lineage\/"},"modified":"2026-07-12T02:07:45","modified_gmt":"2026-07-12T10:07:45","slug":"trino-data-lineage","status":"publish","type":"page","link":"https:\/\/www.gudusoft.com\/jp\/%e3%83%88%e3%83%aa%e3%83%8e%e3%83%87%e3%83%bc%e3%82%bf%e7%b3%bb%e7%b5%b1\/","title":{"rendered":"Trino\u3068Presto\u306e\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\uff1a\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3SQL\u306b\u304a\u3051\u308b\u5217\u30ea\u30cd\u30fc\u30b8"},"content":{"rendered":"<p><strong>Trino\u306e\u30c7\u30fc\u30bf\u7cfb\u7d71<\/strong> Trino (\u304a\u3088\u3073 Presto) SQL \u3092\u4ecb\u3057\u3066\u30c7\u30fc\u30bf\u304c\u3069\u306e\u3088\u3046\u306b\u6d41\u308c\u308b\u304b\u3092\u793a\u3059\u5217\u30ec\u30d9\u30eb\u306e\u30de\u30c3\u30d7\u3067\u3059\u3002\u3069\u306e\u30ab\u30bf\u30ed\u30b0\u306e\u3069\u306e\u30bd\u30fc\u30b9\u5217\u304c\u5404\u51fa\u529b\u5217\u306b\u4f9b\u7d66\u3055\u308c\u3001\u3069\u306e\u7d50\u5408\u3001\u95a2\u6570\u3001\u30d5\u30a3\u30eb\u30bf\u3092\u4ecb\u3057\u3066\u4f9b\u7d66\u3055\u308c\u308b\u304b\u3092\u793a\u3057\u307e\u3059\u3002 Trino \u306f\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u30af\u30a8\u30ea\u30a8\u30f3\u30b8\u30f3\u3067\u3042\u308b\u305f\u3081\u3001\u5358\u4e00\u306e\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3067\u6b21\u306e\u3082\u306e\u3092\u8aad\u307f\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <code>\u30cf\u30a4\u30d6<\/code>, <code>postgresql<\/code>\u3001 \u3068 <code>\u6c37\u5c71<\/code> \u30ab\u30bf\u30ed\u30b0\u3092\u4e00\u5ea6\u306b\u51e6\u7406\u3059\u308b\u305f\u3081\u3001\u6b63\u78ba\u306a\u7cfb\u7d71\u306f\u3059\u3079\u3066\u306e\u5217\u3092\u5b8c\u5168\u4fee\u98fe\u540d\u306b\u89e3\u6c7a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059 <code>\u30ab\u30bf\u30ed\u30b0.\u30b9\u30ad\u30fc\u30de.\u30c6\u30fc\u30d6\u30eb.\u5217<\/code> \u30c6\u30fc\u30d6\u30eb\u540d\u3060\u3051\u3067\u306a\u304f\u3001\u8b58\u5225\u5b50\u3082\u5fc5\u8981\u3067\u3059\u3002 <a href=\"https:\/\/www.gudusoft.com\/jp\/sql-data-lineage-tool\/\">Gudu SQLFlow<\/a> Trino\u3068Presto\u306e\u4e21\u65b9\u306b\u5bfe\u5fdc\u3057\u305f\u5c02\u7528\u306e\u65b9\u8a00\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group alignfull has-background is-layout-constrained\" style=\"background-color:#eef7fb;padding-top:24px;padding-bottom:24px\"><div class=\"wp-block-group__inner-container\">\n\n<p><strong>\u3054\u81ea\u8eab\u306eSQL\u3067\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/strong> \u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3 Trino \u30af\u30a8\u30ea\u3092\u8cbc\u308a\u4ed8\u3051\u307e\u3059 <a href=\"https:\/\/sqlflow.gudusoft.com\/?utm_source=gudusoft&amp;utm_medium=website&amp;utm_campaign=trino-data-lineage\" target=\"_blank\" rel=\"noreferrer noopener\">\u7121\u6599\u306eSQLFlow\u7cfb\u7d71\u53ef\u8996\u5316\u30c4\u30fc\u30eb<\/a>Trino\u307e\u305f\u306fPresto\u306e\u65b9\u8a00\u3092\u9078\u629e\u3059\u308b\u3068\u3001\u5bfe\u8a71\u578b\u306e\u5217\u30ec\u30d9\u30eb\u306e\u56f3\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u9023\u90a6\u5236\u304c\u30c8\u30ea\u30ce\u306e\u30c7\u30fc\u30bf\u7cfb\u7d71\u3092\u3088\u308a\u56f0\u96e3\u306b\u3059\u308b\u7406\u7531<\/h2>\n\n\n\n<p>\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u306f\u3001\u30c7\u30fc\u30bf\u7cfb\u5217\u306f 1 \u3064\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306b\u5b58\u5728\u3057\u307e\u3059\u3002\u30af\u30a8\u30ea\u5185\u306e\u3059\u3079\u3066\u306e\u30c6\u30fc\u30d6\u30eb\u306f\u540c\u3058\u30b7\u30b9\u30c6\u30e0\u306b\u5c5e\u3057\u3001 <code>\u58f2\u4e0a\u6ce8\u6587<\/code> \u66d6\u6627\u3055\u306f\u3042\u308a\u307e\u305b\u3093\u3002 Trino \u306f\u305d\u306e\u524d\u63d0\u3092\u8986\u3057\u307e\u3059\u3002\u305d\u306e\u76ee\u7684\u306f\u30c7\u30fc\u30bf\u3092\u7d50\u5408\u3059\u308b\u3053\u3068\u3067\u3059 <em>\u6a2a\u5207\u3063\u3066<\/em> \u30b7\u30b9\u30c6\u30e0\uff08S3 \u4e0a\u306e Hive \u30c6\u30fc\u30d6\u30eb\u3001PostgreSQL \u904b\u7528\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001Iceberg \u306e lakehouse \u30c6\u30fc\u30d6\u30eb\u306a\u3069\uff09\u306f\u3059\u3079\u3066\u540c\u3058\u5834\u6240\u306b\u8868\u793a\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002 <code>\u9078\u629e<\/code>.<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u3001\u307b\u3068\u3093\u3069\u306e\u7cfb\u7d71\u8ffd\u8de1\u30c4\u30fc\u30eb\u304c\u3046\u307e\u304f\u51e6\u7406\u3067\u304d\u306a\u30443\u3064\u306e\u554f\u984c\u3092\u5f15\u304d\u8d77\u3053\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul><li><strong>\u30ab\u30bf\u30ed\u30b0\u9593\u3067\u540d\u524d\u304c\u91cd\u8907\u3057\u3066\u3044\u308b\u3002<\/strong> <code>hive.sales.orders<\/code> \u3068 <code>postgresql.sales.orders<\/code> \u3053\u308c\u3089\u306f\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u306b\u5b58\u5728\u3059\u308b\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u7269\u7406\u30c6\u30fc\u30d6\u30eb\u3067\u3059\u3002\u30ab\u30bf\u30ed\u30b0\u4fee\u98fe\u5b50\u3092\u524a\u9664\u3059\u308b\u7cfb\u7d71\u3067\u306f\u3001\u3053\u308c\u3089\u304c1\u3064\u306e\u30ce\u30fc\u30c9\u306b\u7d71\u5408\u3055\u308c\u3066\u3057\u307e\u3044\u3001\u305d\u308c\u306b\u57fa\u3065\u3044\u3066\u69cb\u7bc9\u3055\u308c\u305f\u3042\u3089\u3086\u308b\u4e0b\u6d41\u306e\u5f71\u97ff\u5206\u6790\u304c\u8aa4\u308a\u3068\u306a\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u90e8\u5206\u7684\u306a\u8cc7\u683c\u53d6\u5f97\u3002<\/strong> \u5b9f\u969b\u306e\u30af\u30a8\u30ea\u3067\u306f\u30013 \u90e8\u69cb\u6210\u306e\u540d\u524d\u3092\u3042\u3089\u3086\u308b\u5834\u6240\u3067\u660e\u793a\u7684\u306b\u8a18\u8ff0\u3059\u308b\u3053\u3068\u306f\u3081\u3063\u305f\u306b\u3042\u308a\u307e\u305b\u3093\u3002\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30ab\u30bf\u30ed\u30b0\u3068\u30b9\u30ad\u30fc\u30de\u3001\u30a8\u30a4\u30ea\u30a2\u30b9\u3001\u304a\u3088\u3073 <code>\u4f7f\u7528<\/code> \u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3002\u30ea\u30be\u30eb\u30d0\u306f\u3001\u305d\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u3059\u3079\u3066\u306e\u5217\u53c2\u7167\u306e\u5b8c\u5168\u306a\u8b58\u5225\u60c5\u5831\u3092\u518d\u69cb\u7bc9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u5883\u754c\u3092\u4e00\u3064\u306e\u8a18\u8ff0\u3067\u793a\u3059\u3002<\/strong> 1 <code>\u30a2\u30a4\u30b9\u30d0\u30fc\u30b0\u306b\u633f\u5165...<\/code> Hive\u3068PostgreSQL\u304b\u3089\u9078\u629e\u3059\u308b\u30c7\u30fc\u30bf\u79fb\u52d5 <em>3\u3064\u306e\u30b7\u30b9\u30c6\u30e0\u9593\u3067<\/em> 1\u3064\u306e\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3067\u8868\u73fe\u3067\u304d\u307e\u3059\u3002\u30c6\u30fc\u30d6\u30eb\u30ec\u30d9\u30eb\u306e\u7cfb\u7d71\u60c5\u5831\u306f\u3001\u5f71\u97ff\u3092\u53d7\u3051\u305f\u30b7\u30b9\u30c6\u30e0\u3092\u793a\u3057\u307e\u3059\u304c\u3001\u5217\u30ec\u30d9\u30eb\u306e\u7cfb\u7d71\u60c5\u5831\u3060\u3051\u304c\u3001\u3069\u306ePostgreSQL\u5217\u304c\u3069\u306eIceberg\u5217\u306b\u53cd\u6620\u3055\u308c\u305f\u304b\u3092\u793a\u3057\u307e\u3059\u3002<\/li><\/ul>\n\n\n\n<p>SQLFlow \u306e\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af \u30ea\u30be\u30eb\u30d0\u30fc\u306f\u5b8c\u5168\u306a <code>\u30ab\u30bf\u30ed\u30b0.\u30b9\u30ad\u30fc\u30de.\u30c6\u30fc\u30d6\u30eb.\u5217<\/code> \u7cfb\u7d71\u30b0\u30e9\u30d5\u306e\u5404\u30ce\u30fc\u30c9\u306b\u30d1\u30b9\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30ab\u30bf\u30ed\u30b0\u9593\u306e\u5217\u304c\u660e\u78ba\u306b\u533a\u5225\u3055\u308c\u3001\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u3067\u8ffd\u8de1\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5177\u4f53\u7684\u306a\u4f8b\uff1aIceberg\u30bf\u30fc\u30b2\u30c3\u30c8\u3001Hive\u304a\u3088\u3073PostgreSQL\u30bd\u30fc\u30b9<\/h2>\n\n\n\n<p>\u4ee5\u4e0b\u306f\u3001\u5178\u578b\u7684\u306a\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u66f8\u304d\u8fbc\u307f\u306e\u4f8b\u3067\u3059\u3002\u904b\u7528\u4e2d\u306ePostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068Hive\u306e\u6ce8\u6587\u5c65\u6b74\u3092\u7d50\u5408\u3057\u3001Iceberg\u30ab\u30bf\u30ed\u30b0\u306b\u9867\u5ba2\u4fa1\u5024\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>INSERT INTO iceberg.analytics.customer_value SELECT c.customer_id, lower(c.email) AS email, sum(o.order_total) AS lifetime_value, count(*) AS order_count FROM postgresql.crm.customers AS c JOIN hive.sales.orders AS o ON c.customer_id = o.customer_id WHERE o.order_status = &#039;COMPLETED&#039; GROUP BY c.customer_id, lower(c.email);<\/code><\/pre>\n\n\n\n<p>\u3053\u308c\u3092SQLFlow\u3067Trino\u65b9\u8a00\u3092\u9078\u629e\u3057\u3066\u5b9f\u884c\u3059\u308b\u3068\u3001\u51fa\u529b\u5217\u3054\u3068\u306b\u6b21\u306e\u56f3\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u5bfe\u8c61\u5217\uff08iceberg.analytics.customer_value\uff09<\/th><th>\u30bd\u30fc\u30b9\u5217<\/th><th>\u95a2\u4fc2<\/th><\/tr><\/thead><tbody>\n<tr><td><code>\u9867\u5ba2ID<\/code><\/td><td><code>postgresql.crm.customers.customer_id<\/code><\/td><td>\u76f4\u63a5\u3001\u30d1\u30b9\u30b9\u30eb\u30fc<\/td><\/tr>\n<tr><td><code>\u30e1\u30fc\u30eb<\/code><\/td><td><code>postgresql.crm.customers.email<\/code><\/td><td>\u76f4\u63a5\u3001 <code>\u3088\u308a\u4f4e\u3044\uff08\uff09<\/code><\/td><\/tr>\n<tr><td><code>\u751f\u6daf\u4fa1\u5024<\/code><\/td><td><code>hive.sales.orders.order_total<\/code><\/td><td>\u76f4\u63a5\u3001 <code>\u548c\uff08\uff09<\/code><\/td><\/tr>\n<tr><td><code>\u6ce8\u6587\u6570<\/code><\/td><td><code>hive.sales.orders<\/code> \u884c<\/td><td>\u76f4\u63a5\u3001 <code>\u30ab\u30a6\u30f3\u30c8\uff08*\uff09<\/code><\/td><\/tr>\n<tr><td>\u3059\u3079\u3066\u306e\u5217<\/td><td><code>hive.sales.orders.order_status<\/code><\/td><td>\u9593\u63a5\u7684\uff08WHERE\u30d5\u30a3\u30eb\u30bf\u30fc\uff09<\/td><\/tr>\n<tr><td>\u3059\u3079\u3066\u306e\u5217<\/td><td><code>o.\u9867\u5ba2ID<\/code> \/ <code>c.\u9867\u5ba2ID<\/code><\/td><td>\u9593\u63a5\u7684\uff08JOIN\u6761\u4ef6\u3001GROUP BY\uff09<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n\n<p>\u6700\u5f8c\u306e2\u884c\u306b\u6ce8\u76ee\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <code>\u6ce8\u6587\u30b9\u30c6\u30fc\u30bf\u30b9<\/code> \u51fa\u529b\u306b\u306f\u8868\u793a\u3055\u308c\u307e\u305b\u3093\u304c\u3001\u305d\u306e\u5165\u529b\u65b9\u6cd5\u3092\u5909\u66f4\u3059\u308b\u3068\u3001\u3059\u3079\u3066\u306e\u6570\u5024\u304c\u5909\u308f\u308a\u307e\u3059\u3002 <code>\u9867\u5ba2\u4fa1\u5024<\/code>SQLFlow \u306f\u3053\u308c\u3092\u6b21\u306e\u3088\u3046\u306b\u30e2\u30c7\u30eb\u5316\u3057\u307e\u3059\u3002 <strong>\u9593\u63a5\u7684\uff08\u5f71\u97ff\uff09\u7cfb\u7d71<\/strong>\u3053\u308c\u306f\u3001\u76f4\u63a5\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u3068\u306f\u5225\u306b\u3001\u5207\u308a\u66ff\u3048\u53ef\u80fd\u306a\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307b\u3068\u3093\u3069\u306e\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u30c4\u30fc\u30eb\u306f\u3053\u306e\u533a\u5225\u3092\u3057\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u3053\u308c\u306f\u5171\u6709Hive\u30c6\u30fc\u30d6\u30eb\u306e\u30d5\u30a3\u30eb\u30bf\u5217\u3092\u64cd\u4f5c\u3059\u308b\u524d\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Trino\u3068Presto\u306f\u7570\u306a\u308b\u65b9\u8a00\u3067\u3059\u304c\u3001SQLFlow\u306f\u4e21\u65b9\u3092\u89e3\u6790\u3057\u307e\u3059\u3002<\/h2>\n\n\n\n<p>Trino\u306fPresto\uff08PrestoSQL\u3068\u3057\u3066\uff09\u304b\u3089\u5206\u5c90\u3057\u30012020\u5e74\u306b\u6539\u540d\u3055\u308c\u307e\u3057\u305f\u3002\u305d\u308c\u4ee5\u6765\u30012\u3064\u306e\u65b9\u8a00\u306f\u5206\u5c90\u3057\u3066\u3044\u307e\u3059\u3002SQLFlow\u306f <strong>Trino\u3068Presto\u305d\u308c\u305e\u308c\u306b\u65b9\u8a00\u56fa\u6709\u306e\u30d1\u30fc\u30b5\u30fc\u3092\u5225\u3005\u306b\u7528\u610f\u3059\u308b<\/strong>\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b39\u306e\u30c0\u30a4\u30a2\u30ec\u30af\u30c8\u306e\u3046\u3061\u3001\u4e92\u63db\u6027\u30d5\u30e9\u30b0\u4ed8\u304d\u306e\u6c4e\u7528ANSI\u6587\u6cd5\u306f1\u3064\u3082\u3042\u308a\u307e\u305b\u3093\u3002PrestoDB\u3092\u65b0\u3057\u3044Trino\u30af\u30e9\u30b9\u30bf\u3068\u4e26\u884c\u3057\u3066\u904b\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u30bd\u30fc\u30b9\u3054\u3068\u306b\u9069\u5207\u306a\u30c0\u30a4\u30a2\u30ec\u30af\u30c8\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3001\u4e21\u65b9\u3068\u3082\u6b63\u3057\u304f\u89e3\u6790\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d1\u30fc\u30b5\u30fc\u306f\u30012000 \u5e74\u4ee3\u534a\u3070\u304b\u3089\u958b\u767a\u3055\u308c\u3001\u65b9\u8a00\u3054\u3068\u306b\u7d04 13,600 \u306e\u30c6\u30b9\u30c8 \u30d5\u30a3\u30af\u30b9\u30c1\u30e3\u3067\u691c\u8a3c\u3055\u308c\u3066\u3044\u308b\u5546\u7528 SQL \u30b3\u30f3\u30d1\u30a4\u30e9 \u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3067\u3042\u308b General SQL Parser (GSP) \u304b\u3089\u6765\u3066\u3044\u307e\u3059\u3002GSP \u306f\u3001\u5404\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306e\u5b8c\u5168\u306a\u610f\u5473\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3001CTE\u3001\u30b5\u30d6\u30af\u30a8\u30ea\u3001\u30d3\u30e5\u30fc\u3001\u304a\u3088\u3073 10 \u884c\u76ee\u3001\u304a\u3088\u3073 11 \u884c\u76ee\u3001\u304a\u3088\u3073 12 \u884c\u76ee\u3001\u304a\u3088\u3073 13 \u884c\u76ee\u3001\u304a\u3088\u3073 13 \u884c\u76ee\u3001\u304a\u3088\u3073 14 \u884c\u76ee\u3001\u304a\u3088\u3073 15 \u884c\u76ee\u3001\u304a\u3088\u3073 16 \u884c\u76ee\u3001\u304a\u3088\u3073 17 \u884c\u76ee\u3001\u304a\u3088\u3073 18 \u884c\u76ee\u3001\u304a\u3088\u3073 19 <code>\u9078\u629e *<\/code> \u62e1\u5f35\u2015\u2015\u305d\u3057\u3066\u305d\u306e\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u306f\u3001\u30bd\u30fc\u30b9\u3068\u30bf\u30fc\u30b2\u30c3\u30c8\u306e\u95a2\u4fc2\u3092\u62bd\u51fa\u3059\u308b\u3002\u30b9\u30bf\u30fc\u62e1\u5f35\u306f\u3001\u4ed6\u306e\u307b\u3068\u3093\u3069\u3069\u306e\u5834\u6240\u3088\u308a\u3082\u30c8\u30ea\u30ce\u306b\u304a\u3044\u3066\u91cd\u8981\u3067\u3042\u308b\u3002 <code>\u9078\u629e *<\/code> \u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u7d50\u5408\u3067\u306f\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5217\u304c\u53d6\u5f97\u3055\u308c\u3001\u305d\u308c\u3092\u6b63\u3057\u304f\u5c55\u958b\u3059\u308b\u306b\u306f\u5404\u30ab\u30bf\u30ed\u30b0\u306e\u30b9\u30ad\u30fc\u30de\u30e1\u30bf\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u304c\u3001SQLFlow\u306f\u305d\u308c\u3092SQL\u3068\u3068\u3082\u306b\u53d6\u308a\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">SQLFlow\u3092\u4f7f\u7528\u3057\u3066Trino\u306e\u7cfb\u7d71\u3092\u751f\u6210\u3059\u308b\u65b9\u6cd5<\/h2>\n\n\n\n<ol><li><strong>SQL\u3092\u53ce\u96c6\u3059\u308b\u3002<\/strong> Paste individual queries, upload files of ETL scripts and view definitions, or pull metadata over JDBC. For whole-estate coverage, the Grabit\/SQLFlow-ingester utility extracts metadata in batch.<\/li>\n<li><strong>\u65b9\u8a00\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/strong> \u30bd\u30fc\u30b9\u3054\u3068\u306b\u3001Trino\u307e\u305f\u306fPresto\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u540c\u3058\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306bHive DDL\u307e\u305f\u306fSpark SQL\u30b8\u30e7\u30d6\u3082\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u305d\u308c\u305e\u308c\u3092\u72ec\u81ea\u306e\u30c0\u30a4\u30a2\u30ec\u30af\u30c8\u3067\u5206\u6790\u3057\u307e\u3059\u3002SQLFlow\u306f\u3053\u308c\u3089\u3059\u3079\u3066\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u74b0\u5883\u3067\u306f\u7d50\u679c\u3092\u6c38\u7d9a\u7684\u306a\u30ea\u30cd\u30fc\u30b8\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u63a2\u7d22\u3057\u3066\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u3002<\/strong> \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u56f3\u3067\u4efb\u610f\u306e\u5217\u3092\u4e0a\u6d41\u307e\u305f\u306f\u4e0b\u6d41\u306b\u30c8\u30ec\u30fc\u30b9\u3057\u3001\u9593\u63a5\u7684\u306a\u7cfb\u7d71\u3092\u30aa\u30f3\u307e\u305f\u306f\u30aa\u30d5\u306b\u5207\u308a\u66ff\u3048\u3001JSON\u3001CSV\u3001\u307e\u305f\u306fPNG\u3068\u3057\u3066\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u304b\u3001REST API\u3092\u4ecb\u3057\u3066\u30b0\u30e9\u30d5\u3092\u30af\u30a8\u30ea\u3067\u304d\u307e\u3059\u3002v8.2.3\u4ee5\u964d\u3067\u306f\u3001\u5e73\u6613\u306a\u82f1\u8a9e\u3067\u8cea\u554f\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\uff08\u300c\u3069\u306eIceberg\u30c6\u30fc\u30d6\u30eb\u304c <code>postgresql.crm.customers.email<\/code>AI\u306e\u56de\u7b54\u306b\u542b\u307e\u308c\u308b\u3059\u3079\u3066\u306e\u8868\u3068\u5217\u306f\u3001\u8868\u793a\u3055\u308c\u308b\u524d\u306b\u5206\u6790\u3055\u308c\u305f\u30b0\u30e9\u30d5\u306b\u5bfe\u3057\u3066\u691c\u8a3c\u3055\u308c\u307e\u3059\u3002<\/li><\/ol>\n\n\n\n<p>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u898f\u6a21\u3067\u306f\u3001SQLFlow\u306f100\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068100\u4e07\u4ee5\u4e0a\u306e\u5217\u304b\u3089\u306a\u308b\u74b0\u5883\u3092\u30d0\u30c3\u30c1\u30b9\u30ad\u30e3\u30f3\u3057\u3001\u5897\u5206\u30b9\u30ad\u30e3\u30f3\u3092\u5b9f\u884c\u3057\u3001\u6c38\u7d9a\u7684\u306a\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u4fdd\u6301\u3057\u3001DataHub\u3001Microsoft Purview\u3001\u304a\u3088\u3073OpenMetadata\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001Trino\u306e\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u306f\u3001\u30c1\u30fc\u30e0\u304c\u65e2\u306b\u5229\u7528\u3057\u3066\u3044\u308b\u30ab\u30bf\u30ed\u30b0\u306b\u53d6\u308a\u8fbc\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u9759\u7684SQL\u5206\u6790\u3068\u30e9\u30f3\u30bf\u30a4\u30e0\u30a4\u30d9\u30f3\u30c8\u30ea\u30cd\u30fc\u30b8\u306e\u6bd4\u8f03<\/h2>\n\n\n\n<p>Trino\u306e\u5c65\u6b74\u3092\u53d6\u5f97\u3059\u308b\u3082\u30461\u3064\u306e\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306f\u3001\u30e9\u30f3\u30bf\u30a4\u30e0\u30ad\u30e3\u30d7\u30c1\u30e3\u3067\u3059\u3002\u30a8\u30f3\u30b8\u30f3\u306e\u30af\u30a8\u30ea\u30a4\u30d9\u30f3\u30c8\u3092\u30d5\u30c3\u30af\u3057\u3001\u5b9f\u884c\u3055\u308c\u305f\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3054\u3068\u306b\u5c65\u6b74\u3092\u51fa\u529b\u3057\u307e\u3059\uff08OpenLineage\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306f\u3053\u306e\u65b9\u6cd5\u3067\u52d5\u4f5c\u3057\u307e\u3059\uff09\u3002\u30e9\u30f3\u30bf\u30a4\u30e0\u30ad\u30e3\u30d7\u30c1\u30e3\u306f\u3001\u5b9f\u969b\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3067\u5b9f\u969b\u306b\u5b9f\u884c\u3055\u308c\u305f\u5185\u5bb9\u3092\u8a18\u9332\u3059\u308b\u306e\u306b\u975e\u5e38\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30ab\u30d0\u30ec\u30c3\u30b8\u3068\u6df1\u5ea6\u306b\u6b20\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u30ad\u30e3\u30d7\u30c1\u30e3\u30a6\u30a3\u30f3\u30c9\u30a6\u4e2d\u306b\u5b9f\u884c\u3055\u308c\u305f\u30af\u30a8\u30ea\u3057\u304b\u8a8d\u8b58\u3067\u304d\u305a\u3001\u3059\u3079\u3066\u306e\u30af\u30e9\u30b9\u30bf\u306b\u8a08\u6e2c\u5668\u3092\u8a2d\u7f6e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>SQLFlow\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308b\u9759\u7684\u89e3\u6790\u306f\u3001SQL\u30b3\u30fc\u30c9\u81ea\u4f53\u3092\u89e3\u6790\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u306f\u3001\u307e\u3060\u5b9f\u884c\u3055\u308c\u3066\u3044\u306a\u3044\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u6e08\u307f\u30b8\u30e7\u30d6\u3001\u30d3\u30e5\u30fc\u5b9a\u7fa9\u3001\u30ec\u30d3\u30e5\u30fc\u4e2d\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u30b3\u30fc\u30c9\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u30af\u30e9\u30b9\u30bf\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u5fc5\u8981\u306a\u304f\u3001\u30c6\u30fc\u30d6\u30eb\u884c\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u53d6\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u305b\u3093\u3002\u898f\u5236\u74b0\u5883\u3067\u306f\u3001 <a href=\"https:\/\/www.gudusoft.com\/jp\/sqlflow-%e3%82%aa%e3%83%b3%e3%83%97%e3%83%ac%e3%83%9f%e3%82%b9-%e3%83%90%e3%83%bc%e3%82%b8%e3%83%a7%e3%83%b3\/\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u7248<\/a> \uff08Docker\/Kubernetes\u306f\uff09SQL\u30c6\u30ad\u30b9\u30c8\u3055\u3048\u3082\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5185\u306b\u4fdd\u6301\u3057\u307e\u3059\u3002\u591a\u304f\u306e\u30c1\u30fc\u30e0\u306f\u4e21\u65b9\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u904b\u7528\u76e3\u8996\u306b\u306f\u30e9\u30f3\u30bf\u30a4\u30e0\u30a4\u30d9\u30f3\u30c8\u3092\u3001\u30c7\u30d7\u30ed\u30a4\u524d\u306e\u5305\u62ec\u7684\u306a\u5f71\u97ff\u5206\u6790\u306b\u306f\u9759\u7684\u89e3\u6790\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30b9\u30bf\u30c3\u30af\u306e\u6b8b\u308a\u306e\u90e8\u5206\u306b\u304a\u3051\u308b\u7cfb\u7d71<\/h2>\n\n\n\n<p>Trino \u306f\u3001\u307b\u3068\u3093\u3069\u306e\u5834\u5408\u3001\u5168\u4f53\u50cf\u3092\u6349\u3048\u3066\u3044\u307e\u305b\u3093\u3002\u30af\u30a8\u30ea\u5bfe\u8c61\u306e Hive \u30c6\u30fc\u30d6\u30eb\u306f\u901a\u5e38\u3001Hive \u307e\u305f\u306f Spark \u30b8\u30e7\u30d6\u306b\u3088\u3063\u3066\u30ed\u30fc\u30c9\u3055\u308c\u3001\u7d50\u679c\u306f\u591a\u304f\u306e\u5834\u5408\u3001\u4e0b\u6d41\u306e\u30de\u30fc\u30c8\u306b\u4f9b\u7d66\u3055\u308c\u307e\u3059\u3002SQLFlow \u306f\u3001\u540c\u3058\u30a8\u30f3\u30b8\u30f3\u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e\u30ec\u30a4\u30e4\u30fc\u3092\u5206\u6790\u3057\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u5c02\u7528\u30ac\u30a4\u30c9\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%8f%e3%82%a4%e3%83%96%e3%83%87%e3%83%bc%e3%82%bf%e7%b3%bb%e7%b5%b1\/\">Hive\u30c7\u30fc\u30bf\u7cfb\u7d71<\/a> \u3068 <a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%82%af%e3%83%aa%e3%83%83%e3%82%af%e3%83%8f%e3%82%a6%e3%82%b9%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e7%b3%bb%e7%b5%b1\/\">ClickHouse\u306e\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8<\/a>\u307e\u305f\u306f\u5b8c\u5168\u306a <a href=\"https:\/\/www.gudusoft.com\/jp\/sql-data-lineage-tool\/\">SQL\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u30c4\u30fc\u30eb\u306e\u6982\u8981<\/a> 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class=\"wp-block-heading\">SQLFlow\u306fTrino\u3068Presto\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<\/h3>\n\n\n<p>\u306f\u3044\u3002Trino\u3068Presto\u306f\u3001SQLFlow\u306e39\u7a2e\u985e\u306e\u30c0\u30a4\u30a2\u30ec\u30af\u30c8\u56fa\u6709\u30d1\u30fc\u30b5\u30fc\u306e\u3046\u3061\u306e2\u3064\u3067\u3059\u3002\u3054\u4f7f\u7528\u306e\u30a8\u30f3\u30b8\u30f3\u306b\u5408\u3063\u305f\u30c0\u30a4\u30a2\u30ec\u30af\u30c8\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4e21\u65b9\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u30bd\u30fc\u30b9\u3092\u305d\u308c\u305e\u308c\u306e\u30c0\u30a4\u30a2\u30ec\u30af\u30c8\u3067\u89e3\u6790\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">SQLFlow\u306fTrino\u30ab\u30bf\u30ed\u30b0\u5168\u4f53\u306b\u308f\u305f\u308b\u7cfb\u8b5c\u3092\u8ffd\u8de1\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n\n\n<p>\u306f\u3044\u3002SQLFlow\u306f\u3059\u3079\u3066\u306e\u5217\u3092\u5b8c\u5168\u4fee\u98fe\u3055\u308c\u305fcatalog.schema.table.column\u3068\u3044\u3046ID\u306b\u89e3\u6c7a\u3059\u308b\u305f\u3081\u3001hive\u3001postgresql\u3001iceberg\u306e\u30ab\u30bf\u30ed\u30b0\u3092\u7d50\u5408\u3059\u308b\u30af\u30a8\u30ea\u306f\u3001\u30ab\u30bf\u30ed\u30b0\u9593\u3067\u30c7\u30fc\u30bf\u3092\u79fb\u52d5\u3059\u308bINSERT\u6587\u3092\u542b\u3081\u3001\u5404\u30b7\u30b9\u30c6\u30e0\u306e\u5217\u3092\u533a\u5225\u3057\u305f\u307e\u307e\u306e\u30ea\u30cd\u30fc\u30b8\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">SQLFlow\u306f\u79c1\u306eTrino\u30af\u30e9\u30b9\u30bf\u30fc\u3084\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u304b\uff1f<\/h3>\n\n\n<p>\u3044\u3044\u3048\u3002SQLFlow\u306fSQL\u30b3\u30fc\u30c9\u306e\u9759\u7684\u89e3\u6790\u3092\u5b9f\u884c\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30b9\u30ad\u30fc\u30de\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u540d\u524d\u3092\u89e3\u6c7a\u3057\u3001SELECT *\u3092\u5c55\u958b\u3057\u307e\u3059\u3002\u30c6\u30fc\u30d6\u30eb\u306e\u884c\u3092\u8aad\u307f\u53d6\u308b\u3053\u3068\u306f\u306a\u304f\u3001\u30af\u30e9\u30b9\u30bf\u4e0a\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3082\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u7248\u3067\u306f\u3001SQL\u30c6\u30ad\u30b9\u30c8\u306f\u5b8c\u5168\u306b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5185\u306b\u4fdd\u6301\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">SQLFlow\u3067\u306f\u3001WHERE\u53e5\u3068JOIN\u53e5\u306e\u5217\u306b\u3064\u3044\u3066\u4f55\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u304b\uff1f<\/h3>\n\n\n<p>\u3053\u308c\u3089\u306f\u9593\u63a5\u7684\uff08\u5f71\u97ff\uff09\u306a\u7cfb\u8b5c\u3068\u3057\u3066\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u51fa\u529b\u306b\u306f\u53cd\u6620\u3055\u308c\u306a\u3044\u3082\u306e\u306e\u3001\u7d50\u679c\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u5217\u306e\u305f\u3081\u306e\u3001\u5225\u306e\u95a2\u4fc2\u30bf\u30a4\u30d7\u3067\u3059\u3002\u56f3\u306e\u4e2d\u3067\u9593\u63a5\u7684\u306a\u7cfb\u8b5c\u306e\u8868\u793a\/\u975e\u8868\u793a\u3092\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u307b\u3068\u3093\u3069\u306e\u7cfb\u8b5c\u30c4\u30fc\u30eb\u3067\u306f\u533a\u5225\u3055\u308c\u3066\u3044\u306a\u3044\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Trino\u306e\u7cfb\u7d71\u60c5\u5831\u3092\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n\n\n<p>\u306f\u3044\u3002\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u5c55\u958b\u3067\u306f\u3001DataHub\u3001Microsoft Purview\u3001OpenMetadata\u7528\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30a2\u30c0\u30d7\u30bf\u306b\u52a0\u3048\u3001JSON\u304a\u3088\u3073CSV\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u6a5f\u80fd\u3001\u30ab\u30b9\u30bf\u30e0\u7d71\u5408\u7528\u306eREST API\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">SQLFlow\u306e\u6599\u91d1\u306f\u3044\u304f\u3089\u3067\u3059\u304b\uff1f<\/h3>\n\n\n<p>SQLFlow Cloud\u306f\u7121\u6599\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3002\u30d7\u30ec\u30df\u30a2\u30e0\u30d7\u30e9\u30f3\u306f\u6708\u984d$49.99\u3002SQLFlow On-Premise\u306f\u6708\u984d$500\u3001\u307e\u305f\u306f\u9078\u629e\u3057\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30bf\u30a4\u30d7\u3054\u3068\u306b1\u56de\u9650\u308a\u306e$4,800\u3067\u30012\u53f0\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u53ef\u80fd\u3002\u8a73\u7d30\u306f\u4ee5\u4e0b\u3092\u53c2\u7167\u3002 <a href=\"https:\/\/www.gudusoft.com\/jp\/%e4%be%a1%e6%a0%bc%e8%a8%ad%e5%ae%9a\/\">\u4fa1\u683c\u8a2d\u5b9a<\/a> \u8a73\u7d30\u306f<\/p>\n\n\n\n<div class=\"wp-block-group alignfull has-background is-layout-constrained\" style=\"background-color:#60d5f6;padding-top:32px;padding-bottom:32px\"><div class=\"wp-block-group__inner-container\">\n\n<h2 class=\"wp-block-heading\">\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u30af\u30a8\u30ea\u3092\u4eca\u3059\u3050\u30c8\u30ec\u30fc\u30b9\u3059\u308b<\/h2>\n\n\n<p>\u30af\u30ed\u30b9\u30ab\u30bf\u30ed\u30b0\u306eTrino\u30af\u30a8\u30ea\u3092\u7121\u6599\u306e\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30b6\u30fc\u306b\u8cbc\u308a\u4ed8\u3051\u308b\u3068\u3001\u30af\u30a8\u30ea\u304c\u95a2\u9023\u3059\u308b\u3059\u3079\u3066\u306e\u30ab\u30bf\u30ed\u30b0\u306b\u308f\u305f\u308b\u5217\u30ec\u30d9\u30eb\u306e\u5c65\u6b74\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-buttons is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/sqlflow.gudusoft.com\/?utm_source=gudusoft&amp;utm_medium=website&amp;utm_campaign=trino-data-lineage\" target=\"_blank\" rel=\"noreferrer noopener\">SQLFlow\u3092\u7121\u6599\u3067\u304a\u8a66\u3057\u304f\u3060\u3055\u3044<\/a><\/div>\n<\/div>\n\n\n<div class=\"wp-block-buttons is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.gudusoft.com\/jp\/%e3%82%b3%e3%83%b3%e3%82%bf%e3%82%af%e3%83%88\/\">\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u30c7\u30e2\u3092\u30ea\u30af\u30a8\u30b9\u30c8\u3059\u308b<\/a><\/div>\n<\/div>\n\n<\/div><\/div>\n\n\n\n<script type=\"application\/ld+json\">{\n    \"@context\": \"https:\\\/\\\/schema.org\",\n    \"@graph\": [\n        {\n            \"@type\": \"SoftwareApplication\",\n            \"name\": \"Gudu SQLFlow\",\n            \"applicationCategory\": \"DeveloperApplication\",\n            \"applicationSubCategory\": \"SQL Data Lineage Tool\",\n            \"operatingSystem\": \"Web, Linux, Windows, macOS\",\n            \"url\": \"https:\\\/\\\/www.gudusoft.com\\\/trino-data-lineage\\\/\",\n            \"description\": \"Automated data lineage for Trino and Presto SQL: dialect-specific parsers resolve fully-qualified cross-catalog columns in federated queries and produce interactive column-level lineage diagrams.\",\n            \"featureList\": \"Trino dialect parser, Presto dialect parser, cross-catalog column resolution, column-level lineage, indirect\\\/impact lineage, SELECT * expansion, JSON\\\/CSV\\\/PNG export, REST API, DataHub\\\/Purview\\\/OpenMetadata export, AI lineage query\",\n            \"softwareVersion\": \"8.2.3\",\n            \"offers\": [\n                {\n                    \"@type\": \"Offer\",\n                    \"name\": \"SQLFlow Cloud Free\",\n                    \"price\": \"0\",\n                    \"priceCurrency\": \"USD\"\n                },\n                {\n                    \"@type\": \"Offer\",\n                    \"name\": \"SQLFlow Cloud Premium\",\n                    \"price\": \"49.99\",\n                    \"priceCurrency\": \"USD\",\n                    \"priceSpecification\": {\n                        \"@type\": 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SQLFlow resolves every column to its fully-qualified catalog.schema.table.column identity, so a query joining hive, postgresql, and iceberg catalogs produces lineage that keeps each system's columns distinct, including for INSERT statements that move data between catalogs.\"\n                    }\n                },\n                {\n                    \"@type\": \"Question\",\n                    \"name\": \"Does SQLFlow need access to my Trino cluster or data?\",\n                    \"acceptedAnswer\": {\n                        \"@type\": \"Answer\",\n                        \"text\": \"No. SQLFlow performs static analysis of SQL code, optionally using schema metadata to resolve names and expand SELECT *. It never reads table rows and needs no agent on the cluster. 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Enterprise deployments include export adapters for DataHub, Microsoft Purview, and OpenMetadata, plus JSON and CSV export and a REST API for custom integrations.\"\n                    }\n                },\n                {\n                    \"@type\": \"Question\",\n                    \"name\": \"How much does SQLFlow cost?\",\n                    \"acceptedAnswer\": {\n                        \"@type\": \"Answer\",\n                        \"text\": \"SQLFlow Cloud starts free; premium is $49.99\\\/month. SQLFlow On-Premise is $500\\\/month or $4,800 one-time per selected database type, installable on two servers.\"\n                    }\n                }\n            ]\n        }\n    ]\n}<\/script>","protected":false},"excerpt":{"rendered":"<p>Trino data lineage is the column-level map of how data flows through Trino (and Presto) SQL: which source columns in which catalogs feed each output column, and through which joins, functions, and filters. Because Trino is a federated query engine, a single statement can read from hive, postgresql, and iceberg catalogs at once \u2014 so accurate lineage must resolve every column to its fully-qualified catalog.schema.table.column identity, not just a table name. Gudu SQLFlow does this with dedicated dialect parsers for both Trino and Presto. See it on your own SQL: paste a federated Trino query into the free SQLFlow lineage\u2026<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":5}},"_links":{"self":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/pages\/6762"}],"collection":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/comments?post=6762"}],"version-history":[{"count":0,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/pages\/6762\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/media?parent=6762"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}