{"id":6757,"date":"2026-07-12T02:07:05","date_gmt":"2026-07-12T10:07:05","guid":{"rendered":"https:\/\/www.gudusoft.com\/mysql-data-lineage\/"},"modified":"2026-07-12T02:07:05","modified_gmt":"2026-07-12T10:07:05","slug":"mysql-data-lineage","status":"publish","type":"page","link":"https:\/\/www.gudusoft.com\/jp\/mysql-data-lineage\/","title":{"rendered":"MySQL\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\uff1a\u30d3\u30e5\u30fc\u3068ETL SQL\u306b\u3088\u308b\u5217\u30ea\u30cd\u30fc\u30b8\u306e\u8ffd\u8de1"},"content":{"rendered":"

MySQL\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8<\/strong> \u3053\u308c\u306f\u3001MySQL \u30d3\u30e5\u30fc\u3092\u901a\u3057\u3066\u30c7\u30fc\u30bf\u304c\u3069\u306e\u3088\u3046\u306b\u6d41\u308c\u308b\u304b\u3092\u793a\u3059\u5217\u3054\u3068\u306e\u30de\u30c3\u30d7\u3067\u3059\u3002 \u633f\u5165...\u9078\u629e<\/code> \u30b8\u30e7\u30d6\u3084ETL\u30b9\u30af\u30ea\u30d7\u30c8\uff1a\u3069\u306e\u30bd\u30fc\u30b9\u5217\u304c\u5404\u30bf\u30fc\u30b2\u30c3\u30c8\u5217\u306b\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3001\u3069\u306e\u7d50\u5408\u3001\u30d5\u30a3\u30eb\u30bf\u3001\u96c6\u8a08\u3092\u4ecb\u3057\u3066\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u304b\u3002MySQL\u81ea\u4f53\u306f\u3053\u308c\u3092\u8868\u793a\u3067\u304d\u307e\u305b\u3093\u3002 \u60c5\u5831\u30b9\u30ad\u30fc\u30de<\/code> \u69cb\u9020\u3092\u8a18\u8ff0\u3059\u308b\u3082\u306e\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u3092\u8a18\u8ff0\u3059\u308b\u3082\u306e\u3067\u306f\u306a\u3044\u3002 Gudu SQLFlow<\/a> \u5c02\u7528\u306eMySQL\u65b9\u8a00\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u7528\u3057\u3066MySQL SQL\u3092\u89e3\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u7cfb\u7d71\u56f3\u3092\u81ea\u52d5\u7684\u306b\u69cb\u7bc9\u3057\u3001\u500b\u3005\u306e\u5217\u307e\u3067\u6398\u308a\u4e0b\u3052\u53ef\u80fd\u306a\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u56f3\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n\n

\u3054\u81ea\u8eab\u306eSQL\u3067\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/strong> MySQL \u30d3\u30e5\u30fc\u3092\u8cbc\u308a\u4ed8\u3051\u308b\u304b\u3001 \u633f\u5165...\u9078\u629e<\/code> \u3078 \u7121\u6599\u306eSQLFlow\u7cfb\u7d71\u53ef\u8996\u5316\u30c4\u30fc\u30eb<\/a>MySQL\u306e\u65b9\u8a00\u3092\u9078\u629e\u3059\u308c\u3070\u3001\u6570\u79d2\u3067\u5217\u30ec\u30d9\u30eb\u306e\u7cfb\u7d71\u56f3\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<\/div><\/div>\n\n\n\n

information_schema \u304c MySQL \u306e\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u3092\u63d0\u4f9b\u3067\u304d\u306a\u3044\u7406\u7531<\/h2>\n\n\n\n

MySQL\u306e \u60c5\u5831\u30b9\u30ad\u30fc\u30de<\/code> \u3053\u308c\u306f\u69cb\u9020\u30ab\u30bf\u30ed\u30b0\u3067\u3059\u3002 \u65e5\u6b21\u53ce\u76ca<\/code> 5 \u3064\u306e\u5217\u304c\u3042\u308a\u3001\u305d\u308c\u3089\u306e\u30bf\u30a4\u30d7\u306f\u4f55\u304b\u3001\u305d\u3057\u3066 ( \u30ad\u30fc\u5217\u306e\u4f7f\u7528\u6cd5<\/code>\u5916\u90e8\u30ad\u30fc\u304c\u3069\u3053\u3092\u6307\u3057\u3066\u3044\u308b\u304b\u3002\u305d\u308c\u304c\u6c7a\u3057\u3066\u6559\u3048\u3066\u304f\u308c\u306a\u3044\u306e\u306f\u3001 daily_revenue.net_revenue<\/code> \u306f\u4ee5\u4e0b\u304b\u3089\u8a08\u7b97\u3055\u308c\u307e\u3059 \u6ce8\u6587\u6570<\/code> \u30de\u30a4\u30ca\u30b9 \u6ce8\u6587\u5272\u5f15<\/code>\u30d5\u30a3\u30eb\u30bf\u30fc\u6761\u4ef6 \u6ce8\u6587\u72b6\u6cc1<\/code>\u3001\u305d\u3057\u3066\u30b0\u30eb\u30fc\u30d7\u5316 \u9867\u5ba2\u5730\u57df<\/code>.<\/p>\n\n\n\n

\u305d\u306e\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u306e\u77e5\u8b58\u306f\u3001SQL \u30c6\u30ad\u30b9\u30c8\u81ea\u4f53\u3068\u3044\u3046 1 \u3064\u306e\u5834\u6240\u306b\u306e\u307f\u5b58\u5728\u3057\u307e\u3059\u3002\u5178\u578b\u7684\u306a MySQL \u74b0\u5883\u3067\u306f\u3001\u305d\u308c\u306f\u30d3\u30e5\u30fc\u5b9a\u7fa9 (\u60c5\u5831\u30b9\u30ad\u30fc\u30de.VIEWS<\/code> \u30c6\u30ad\u30b9\u30c8\u3092\u4fdd\u5b58\u3059\u308b\u304c\u3001\u89e3\u91c8\u3059\u308b\u3082\u306e\u306f\u4f55\u3082\u306a\u3044\uff09\u3001 \u633f\u5165...\u9078\u629e<\/code> \u3068 \u91cd\u8907\u30ad\u30fc\u66f4\u65b0\u6642<\/code> ETL\u30b8\u30e7\u30d6\u304c\u5b9f\u884c\u3059\u308b\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3001DDL\u5185\u306e\u751f\u6210\u5217\u5f0f\u3001\u304a\u3088\u3073\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u306e\u30af\u30a8\u30ea\u30d5\u30a1\u30a4\u30eb\u3002\u3053\u308c\u3089\u3092\u30ea\u30cd\u30fc\u30b8\u306b\u5909\u63db\u3059\u308b\u306b\u306f\u3001\u5b9f\u969b\u306bSQL\u3092\u89e3\u6790\u3057\u3066\u610f\u5473\u7684\u306b\u89e3\u6c7a\u3059\u308b\u4f55\u304b\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u5c55\u958b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u9078\u629e *<\/code>\u7d50\u5408\u3001\u30b5\u30d6\u30af\u30a8\u30ea\u3001\u30d3\u30e5\u30fc\u30b9\u30bf\u30c3\u30af\u3092\u901a\u3057\u3066\u5217\u3092\u30c8\u30ec\u30fc\u30b9\u3057\u307e\u3059\u3002\u305d\u308c\u304cSQLFlow\u306e\u5f79\u5272\u3067\u3059\u3002<\/p>\n\n\n\n

\u5177\u4f53\u7684\u306a\u4f8b\uff1aINSERT-SELECT\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u304c\u5165\u529b\u3055\u308c\u308b\u30ec\u30dd\u30fc\u30c8\u30c6\u30fc\u30d6\u30eb<\/h2>\n\n\n\n

\u4ee5\u4e0b\u306f\u3001\u6570\u5343\u3082\u306eMySQL\u30d9\u30fc\u30b9\u306e\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u30b7\u30b9\u30c6\u30e0\u3067\u6bce\u6669\u5b9f\u884c\u3055\u308c\u308b\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306e\u4e00\u4f8b\u3067\u3059\u3002\u6ce8\u6587\u3092\u96c6\u8a08\u3057\u3066\u30b5\u30de\u30ea\u30fc\u30c6\u30fc\u30d6\u30eb\u306b\u307e\u3068\u3081\u308b\u30a2\u30c3\u30d7\u30b5\u30fc\u30c8\u51e6\u7406\u3067\u3059\u3002<\/p>\n\n\n\n

INSERT INTO daily_revenue (report_date, region, order_count, gross_revenue, net_revenue) SELECT o.order_date, c.region, COUNT(*), SUM(o.amount), SUM(o.amount - o.discount) FROM orders o JOIN customers c ON c.id = o.customer_id WHERE o.status = 'completed' GROUP BY o.order_date, c.region ON DUPLICATE KEY UPDATE order_count = VALUES(order_count), gross_revenue = VALUES(gross_revenue), net_revenue = VALUES(net_revenue);<\/code><\/pre>\n\n\n\n
\u3053\u308c\u3092SQLFlow\u3067\u5b9f\u884c\u3059\u308b\u3068\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u5217\u3054\u3068\u306b\u3001\u305d\u306e\u5024\u3092\u76f4\u63a5\u63d0\u4f9b\u3059\u308b\u5217\u3068\u3001\u7d50\u679c\u306b\u306f\u542b\u307e\u308c\u306a\u3044\u3082\u306e\u306e\u7d50\u679c\u3092\u5f62\u6210\u3059\u308b\u5217\u306e\u4e21\u65b9\u304c\u62bd\u51fa\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\n
\u5bfe\u8c61\u5217<\/th>\u76f4\u63a5\u306e\u60c5\u5831\u6e90<\/th>\u9593\u63a5\u7684\u306a\uff08\u5f71\u97ff\uff09\u8981\u56e0<\/th><\/tr><\/thead>
\u65e5\u6b21\u53ce\u76ca\u5831\u544a\u65e5<\/code><\/td>\u6ce8\u6587\u65e5<\/code><\/td>\u6ce8\u6587\u72b6\u6cc1<\/code><\/td><\/tr>\n
\u65e5\u6b21\u53ce\u76ca\u5730\u57df<\/code><\/td>\u9867\u5ba2\u5730\u57df<\/code><\/td>\u9867\u5ba2ID<\/code>, \u6ce8\u6587\u306e\u9867\u5ba2ID<\/code>, \u6ce8\u6587\u72b6\u6cc1<\/code><\/td><\/tr>\n
\u65e5\u6b21\u53ce\u76ca.\u7dcf\u53ce\u76ca<\/code><\/td>\u6ce8\u6587\u6570<\/code> \u7d4c\u7531 \u548c\uff08\uff09<\/code><\/td>\u6ce8\u6587\u65e5<\/code>, \u9867\u5ba2\u5730\u57df<\/code> (GROUP BY)\u3001\u30ad\u30fc\u3092\u7d50\u5408\u3001 \u6ce8\u6587\u72b6\u6cc1<\/code><\/td><\/tr>\n
daily_revenue.net_revenue<\/code><\/td>\u6ce8\u6587\u6570<\/code>, \u6ce8\u6587\u5272\u5f15<\/code> \u7d4c\u7531 \u548c\uff08\uff09<\/code><\/td>\u540c\u4e0a<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n\n
3\u5217\u76ee\u306e\u533a\u5225\u306f\u91cd\u8981\u3067\u3042\u308b\u3002 \u6ce8\u6587\u72b6\u6cc1<\/code> \u6c7a\u3057\u3066\u767b\u5834\u3057\u306a\u3044 \u65e5\u6b21\u53ce\u76ca<\/code>\u3057\u304b\u3057\u3001\u30c7\u30fc\u30bf\u306e\u5165\u529b\u65b9\u6cd5\u3092\u5909\u66f4\u3059\u308b\u3068\u3001\u30ec\u30dd\u30fc\u30c8\u5185\u306e\u3059\u3079\u3066\u306e\u6570\u5024\u304c\u5909\u308f\u308a\u307e\u3059\u3002SQLFlow \u306f\u3053\u308c\u3092\u30e2\u30c7\u30eb\u5316\u3057\u3066\u3044\u307e\u3059\u3002 \u9593\u63a5\u7684\u306a\u7cfb\u7d71<\/strong> \uff08\u5217\u306f \u3069\u3053<\/code>, \u53c2\u52a0\u3059\u308b<\/code>\u3001 \u3068 \u30b0\u30eb\u30fc\u30d7\u5206\u3051<\/code>\u56f3\u306e\u4e2d\u3067\u3001\u3053\u308c\u3092\u5225\u306e\u5207\u308a\u66ff\u3048\u53ef\u80fd\u306a\u95a2\u4fc2\u30bf\u30a4\u30d7\u3068\u3057\u3066\u6271\u3046\u3002\u307b\u3068\u3093\u3069\u306e\u7cfb\u8b5c\u30c4\u30fc\u30eb\u3067\u306f\u3053\u306e\u533a\u5225\u304c\u5168\u304f\u306a\u304f\u3001\u3053\u308c\u306f\u307e\u3055\u306b\u6b63\u76f4\u306a\u5f71\u97ff\u5206\u6790\u306b\u5fc5\u8981\u306a\u3082\u306e\u3060\u3002<\/p>\n\n\n\n
MySQL\u30d3\u30e5\u30fc\u306b\u3088\u308b\u7cfb\u8b5c\uff08\u30b9\u30bf\u30c3\u30af\u30d3\u30e5\u30fc\u3092\u542b\u3080\uff09<\/h2>\n\n\n\n
\u30d3\u30e5\u30fc\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u30ec\u30d9\u30eb\u306e\u7cfb\u7d71\u8ffd\u8de1\u30c4\u30fc\u30eb\u304c\u9759\u304b\u306b\u8ae6\u3081\u308b\u5834\u6240\u3067\u3059\u3002BI\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u306f\u6b21\u306e\u3088\u3046\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002 v_regional_kpis<\/code>\u304b\u3089\u9078\u629e\u3059\u308b v_\u5b8c\u4e86\u3057\u305f\u6ce8\u6587<\/code>\u304b\u3089\u9078\u629e\u3059\u308b \u6ce8\u6587<\/code> \u3068 \u9867\u5ba2<\/code>\u300c\u3053\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u5217\u306b\u4f55\u304c\u4f9b\u7d66\u3055\u308c\u3066\u3044\u308b\u306e\u304b\uff1f\u300d\u306b\u7b54\u3048\u308b\u306b\u306f\u3001\u30ea\u30cd\u30fc\u30b8\u30a8\u30f3\u30b8\u30f3\u306f\u30d3\u30e5\u30fc\u30b9\u30bf\u30c3\u30af\u306e\u3059\u3079\u3066\u306e\u30ec\u30a4\u30e4\u30fc\u3092\u901a\u3057\u3066\u5217\u53c2\u7167\u3092\u89e3\u6c7a\u3057\u3001 \u9078\u629e *<\/code> \u6839\u672c\u7684\u306a\u5b9a\u7fa9\u306b\u53cd\u3057\u3066\u3001\u5909\u63db\u3092\u4f34\u3063\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
SQLFlow\u306f\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u89e3\u6790\u306e\u4e00\u74b0\u3068\u3057\u3066\u3001\u30d3\u30e5\u30fc\u3001CTE\u3001\u30b5\u30d6\u30af\u30a8\u30ea\u3001\u30b9\u30bf\u30fc\u5c55\u958b\u306a\u3069\u3092\u901a\u3058\u3066\u5217\u53c2\u7167\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002JDBC\u7d4c\u7531\u3067\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001DDL\u3068\u30d3\u30e5\u30fc\u5b9a\u7fa9\u304c\u81ea\u52d5\u7684\u306b\u53d6\u5f97\u3055\u308c\u308b\u305f\u3081\u3001\u30ea\u30cd\u30fc\u30b8\u30b0\u30e9\u30d5\u306b\u306f\u3001\u53e4\u3044\u79fb\u884c\u30d5\u30a9\u30eb\u30c0\u306b\u5b58\u5728\u3059\u308b\u30d3\u30e5\u30fc\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5b9f\u969b\u306b\u5b58\u5728\u3059\u308b\u30d3\u30e5\u30fc\u304c\u53cd\u6620\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u751f\u6210\u3055\u308c\u305f\u5217: \u5358\u4e00\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u7cfb\u7d71<\/h2>\n\n\n\n
MySQL\u304c\u751f\u6210\u3059\u308b\u5217\u306f\u3001\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u3092DDL\u306b\u76f4\u63a5\u57cb\u3081\u8fbc\u3080\u3002<\/p>\n\n\n\n
CREATE TABLE order_items ( quantity INT, unit_price DECIMAL(10,2), line_total DECIMAL(12,2) AS (quantity * unit_price) STORED );<\/code><\/pre>\n\n\n\n
\u884c\u6570\u5408\u8a08<\/code> INSERT \u306b\u3088\u3063\u3066\u66f8\u304d\u8fbc\u307e\u308c\u308b\u3053\u3068\u306f\u6c7a\u3057\u3066\u306a\u3044\u305f\u3081\u3001DML \u3060\u3051\u3092\u76e3\u8996\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u305d\u306e\u51fa\u6240\u3092\u5b8c\u5168\u306b\u898b\u9003\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002SQLFlow \u306f\u751f\u6210\u3055\u308c\u305f\u5217\u306e\u5f0f\u3092 SQL \u3068\u3057\u3066\u89e3\u6790\u3059\u308b\u305f\u3081\u3001 \u884c\u6570\u5408\u8a08<\/code> \u9069\u5207\u306a\u7cfb\u7d71\u306e\u30a8\u30c3\u30b8\u3092\u53d6\u5f97\u3059\u308b \u91cf<\/code> \u3068 \u5358\u4fa1<\/code>\u3001\u305d\u3057\u3066\u305d\u306e\u4e0b\u6d41\u306b\u3042\u308b\u3082\u306e\u306f\u3059\u3079\u3066 \u884c\u6570\u5408\u8a08<\/code> \u305d\u306e\u8d77\u6e90\u306f\u3001\u3042\u306e2\u672c\u306e\u7269\u7406\u7684\u306a\u67f1\u306b\u307e\u3067\u9061\u308b\u3002<\/p>\n\n\n\n
SQLFlow\u3092\u4f7f\u7528\u3057\u3066MySQL\u306e\u7cfb\u7d71\u56f3\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/h2>\n\n\n\n
  1. SQL\u3092\u53ce\u96c6\u3059\u308b\u3002<\/strong> \u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u8cbc\u308a\u4ed8\u3051\u308b\u304b\u3001\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u307e\u3059 SQLFlow \u30af\u30e9\u30a6\u30c9<\/a>\u307e\u305f\u306f\u3001JDBC \u7d4c\u7531\u3067 MySQL \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u63a5\u7d9a\u3057\u3001SQLFlow \u304c DDL \u3068\u30d3\u30e5\u30fc\u5b9a\u7fa9\u3092\u76f4\u63a5\u8aad\u307f\u53d6\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002dbt \u30e6\u30fc\u30b6\u30fc\u306f dbt \u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002<\/li>\n
  2. MySQL\u65b9\u8a00\u3067\u89e3\u6790\u3057\u307e\u3059\u3002<\/strong> SQLFlow \u306f\u3001\u65b9\u8a00\u56fa\u6709\u306e MySQL \u30d1\u30fc\u30b5\u30fc (\u6c4e\u7528 ANSI \u6587\u6cd5\u3067\u306f\u306a\u304f\u300139 \u7a2e\u985e\u306e\u65b9\u8a00\u30d1\u30fc\u30b5\u30fc\u306e 1 \u3064) \u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u3001\u6b21\u306e\u3088\u3046\u306a MySQL \u56fa\u6709\u306e\u69cb\u9020\u304c \u91cd\u8907\u30ad\u30fc\u66f4\u65b0\u6642<\/code>\u30d0\u30c3\u30af\u30af\u30a9\u30fc\u30c8\u3067\u56f2\u307e\u308c\u305f\u8b58\u5225\u5b50\u3084\u751f\u6210\u3055\u308c\u305f\u5217\u306f\u3001\u30b9\u30ad\u30c3\u30d7\u3055\u308c\u308b\u3053\u3068\u306a\u304f\u6b63\u3057\u304f\u5206\u6790\u3055\u308c\u307e\u3059\u3002<\/li>\n
  3. \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\u8868\u793a\u3092\u30aa\u30f3\/\u30aa\u30d5\u306b\u5207\u308a\u66ff\u3048\u3001\u30b0\u30e9\u30d5\u3092 JSON\u3001CSV\u3001\u307e\u305f\u306f PNG \u3068\u3057\u3066\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u304b\u3001REST API \u3092\u4ecb\u3057\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u53d6\u5f97\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 (\u300c\u3069\u306e\u30ec\u30dd\u30fc\u30c8\u304c \u9867\u5ba2\u5730\u57df<\/code>AI\u304c\u5f15\u7528\u3059\u308b\u3059\u3079\u3066\u306e\u8868\u3068\u5217\u306f\u3001\u8868\u793a\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
    \u30a8\u30f3\u30b8\u30f3\u306e\u4e0b\u90e8\u306f \u6c4e\u7528SQL\u30d1\u30fc\u30b5\u30fc<\/a>, a commercial SQL compiler front-end developed since the mid-2000s and validated against roughly 13,600 per-dialect SQL test fixtures. Lineage quality is a parsing problem before it is anything else, and that regression corpus is what keeps real-world MySQL \u2014 with all its dialect quirks \u2014 from silently falling out of the graph.<\/p>\n\n\n\n
    \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eMySQL\u306e\u7cfb\u7d71\u60c5\u5831\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u306f\u3069\u3046\u3067\u3057\u3087\u3046\u304b\uff1f<\/h2>\n\n\n\n
    \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d1\u30fc\u30b5\u30fc SQL Lineage<\/code> \u3068 sqlglot<\/code> \u500b\u3005\u306e MySQL SELECT \u304a\u3088\u3073 INSERT \u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u9069\u5207\u306b\u51e6\u7406\u3057\u3001Python \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u5185\u306e\u5c11\u6570\u306e\u5358\u7d14\u306a\u30af\u30a8\u30ea\u306e\u30ea\u30cd\u30fc\u30b8\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001\u9069\u5207\u306a\u51fa\u767a\u70b9\u3068\u306a\u308a\u307e\u3059\u3002DataHub \u3084 OpenMetadata \u306a\u3069\u306e\u30ab\u30bf\u30ed\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30ea\u30cd\u30fc\u30b8\u304c\u4e00\u5ea6\u4f5c\u6210\u3055\u308c\u308b\u3068\u3001\u305d\u308c\u3092\u6574\u7406\u3057\u3066\u8868\u793a\u3059\u308b\u306e\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u30ae\u30e3\u30c3\u30d7\u306f\u3001\u30cf\u30fc\u30c9 SQL \u304b\u3089\u5927\u898f\u6a21\u306a\u6b63\u78ba\u306a\u30ea\u30cd\u30fc\u30b8\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u73fe\u308c\u307e\u3059\u3002\u30e9\u30a4\u30d6 \u30b9\u30ad\u30fc\u30de \u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u30b9\u30bf\u30c3\u30af \u30d3\u30e5\u30fc\u3092\u4ecb\u3057\u3066\u5217\u3092\u89e3\u6c7a\u3057\u3001\u76f4\u63a5\u7684\u306a\u30ea\u30cd\u30fc\u30b8\u3068\u9593\u63a5\u7684\u306a\u30ea\u30cd\u30fc\u30b8\u3092\u533a\u5225\u3057\u3001\u62e1\u5f35\u3057\u307e\u3059\u3002 \u9078\u629e *<\/code> \u6b63\u3057\u304f\u3001\u3057\u304b\u3082\u4f55\u5343\u3082\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u308f\u305f\u3063\u3066\u305d\u308c\u3092\u5b9f\u884c\u3059\u308b\u3002SQLFlow\u306f\u3001\u3053\u306e\u62bd\u51fa\u306e\u554f\u984c\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001DataHub\u3001Microsoft Purview\u3001\u304a\u3088\u3073OpenMetadata\u7528\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30a2\u30c0\u30d7\u30bf\u3092\u4ecb\u3057\u3066\u7d50\u679c\u3092\u30ab\u30bf\u30ed\u30b0\u306b\u4f9b\u7d66\u3059\u308b\u3002<\/p>\n\n\n\n
    MySQL\u304c\u5168\u4f53\u50cf\u306e\u4e00\u90e8\u306b\u904e\u304e\u306a\u3044\u5834\u5408<\/h2>\n\n\n\n
    MySQL \u304c\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u3092\u69cb\u6210\u3059\u308b\u3053\u3068\u306f\u7a00\u3067\u3059\u3002\u591a\u304f\u306e\u5834\u5408\u3001\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u4f9b\u7d66\u3059\u308b OLTP \u30bd\u30fc\u30b9\u3001\u307e\u305f\u306f ETL \u30ec\u30a4\u30e4\u30fc\u304c\u901a\u904e\u3059\u308b\u8907\u6570\u306e\u30a8\u30f3\u30b8\u30f3\u306e 1 \u3064\u3067\u3059\u3002SQLFlow \u306f\u3001\u540c\u3058\u5217\u30ec\u30d9\u30eb\u306e\u5206\u6790\u3067 39 \u306e SQL \u65b9\u8a00\u3092\u89e3\u6790\u3059\u308b\u305f\u3081\u3001MySQL \u304b\u3089\u59cb\u307e\u308a Snowflake\u3001BigQuery\u3001\u307e\u305f\u306f PostgreSQL<\/a> 1 \u3064\u306e\u30b0\u30e9\u30d5\u306b\u5b58\u5728\u3057\u307e\u3059\u3002\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5c55\u958b\u3067\u306f\u3001\u5897\u5206\u30b9\u30ad\u30e3\u30f3\u3068\u6c38\u7d9a\u7684\u306a\u30ea\u30cd\u30fc\u30b8\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001100 \u3092\u8d85\u3048\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068 100 \u4e07\u3092\u8d85\u3048\u308b\u5217\u306e\u74b0\u5883\u3092\u30d0\u30c3\u30c1 \u30b9\u30ad\u30e3\u30f3\u3057\u307e\u3059\u3002SQL \u30c6\u30ad\u30b9\u30c8\u3092\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5916\u306b\u6301\u3061\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u30c1\u30fc\u30e0\u306e\u5834\u5408\u3001 SQLFlow \u30aa\u30f3\u30d7\u30ec\u30df\u30b9<\/a> \u5b8c\u5168\u306b\u30a8\u30a2\u30ae\u30e3\u30c3\u30d7\u3055\u308c\u305f\u74b0\u5883\u3067\u3001Docker\u307e\u305f\u306fKubernetes\u4e0a\u3067\u52d5\u4f5c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
    \u30de\u30eb\u30c1\u30b8\u30e7\u30a4\u30f3\u633f\u5165\u3001\u30d3\u30e5\u30fc\u30b9\u30bf\u30c3\u30af\u3001\u30b9\u30c8\u30a2\u30c9\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5b9f\u969b\u306e\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3067\u51fa\u529b\u304c\u3069\u306e\u3088\u3046\u306b\u898b\u3048\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u306b\u306f\u3001 \u30c7\u30fc\u30bf\u7cfb\u7d71\u306e\u4f8b<\/a>.<\/p>\n\n\n\n
    \u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n
    MySQL\u306e\u7cfb\u7d71\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u306b\u306f\u3001\u79c1\u306e\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f<\/h3>\n\n\n
    \u3044\u3044\u3048\u3002SQLFlow\u306fSQL\u30b3\u30fc\u30c9\u306e\u9759\u7684\u89e3\u6790\u3092\u884c\u3044\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30c6\u30fc\u30d6\u30eb\u3084\u30d3\u30e5\u30fc\u306e\u5b9a\u7fa9\u306a\u3069\u306e\u30b9\u30ad\u30fc\u30de\u30e1\u30bf\u30c7\u30fc\u30bf\u3082\u89e3\u6790\u3057\u307e\u3059\u3002\u30c6\u30fc\u30d6\u30eb\u306e\u884c\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u53d6\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u7248\u3067\u306f\u3001SQL\u30c6\u30ad\u30b9\u30c8\u3082\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5185\u306b\u7559\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
    SQLFlow\u306fINSERT \u2026 SELECT \u2026 ON DUPLICATE KEY UPDATE\u3092\u901a\u3057\u3066\u30c7\u30fc\u30bf\u306e\u6d41\u308c\u3092\u8ffd\u8de1\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n\n\n
    \u306f\u3044\u3002MySQL\u65b9\u8a00\u30d1\u30fc\u30b5\u30fc\u306f\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u5168\u4f53\u3092\u89e3\u6790\u3057\u307e\u3059\u3002\u5404\u30bf\u30fc\u30b2\u30c3\u30c8\u5217\u306fSELECT\u6587\u5185\u306e\u30bd\u30fc\u30b9\u5217\u306b\u30ea\u30f3\u30af\u3055\u308c\u3001\u96c6\u8a08\u95a2\u6570\u5185\u306e\u5f0f\u3082\u542b\u307e\u308c\u3001upsert\u53e5\u306f\u540c\u3058\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u306e\u4e00\u90e8\u3068\u3057\u3066\u51e6\u7406\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
    information_schema\u306b\u306f\u7cfb\u7d71\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u304b\uff1f<\/h3>\n\n\n
    \u3044\u3044\u3048\u3002 \u60c5\u5831\u30b9\u30ad\u30fc\u30de<\/code> \u3053\u308c\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u3001\u5217\u3001\u578b\u3001\u30ad\u30fc\u3001\u304a\u3088\u3073\u30d3\u30e5\u30fc\u5b9a\u7fa9\u306e\u751f\u30c6\u30ad\u30b9\u30c8\u3068\u3044\u3063\u305f\u69cb\u9020\u3092\u8a18\u8ff0\u3057\u307e\u3059\u3002SQL\u3092\u89e3\u91c8\u3057\u306a\u3044\u305f\u3081\u3001\u3069\u306e\u30bd\u30fc\u30b9\u5217\u304c\u7279\u5b9a\u306e\u30bf\u30fc\u30b2\u30c3\u30c8\u5217\u306b\u30c7\u30fc\u30bf\u3092\u4f9b\u7d66\u3057\u3066\u3044\u308b\u304b\u3092\u5224\u5225\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u306b\u306f\u30d3\u30e5\u30fc\u3068DML SQL\u306e\u89e3\u6790\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001SQLFlow\u306f\u307e\u3055\u306b\u305d\u306e\u51e6\u7406\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
    SQLFlow\u306fMySQL\u30d3\u30e5\u30fc\u306b\u304a\u3051\u308bSELECT *\u3092\u3069\u306e\u3088\u3046\u306b\u51e6\u7406\u3057\u307e\u3059\u304b\uff1f<\/h3>\n\n\n
    SQLFlow \u304c\u62e1\u5f35 \u9078\u629e *<\/code> \u5b9f\u969b\u306e\u30b9\u30ad\u30fc\u30de\uff08JDBC\u7d4c\u7531\u3067\u53d6\u5f97\u3055\u308c\u305f\u3082\u306e\u3001\u307e\u305f\u306fDDL\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u305f\u3082\u306e\uff09\u306b\u5bfe\u3057\u3066\u3001\u30b9\u30bf\u30fc\u3092\u901a\u904e\u3059\u308b\u3059\u3079\u3066\u306e\u5217\u306b\u3001\u6f20\u7136\u3068\u3057\u305f\u30c6\u30fc\u30d6\u30eb\u9593\u306e\u77e2\u5370\u3067\u306f\u306a\u304f\u3001\u72ec\u81ea\u306e\u7cfb\u7d71\u30a8\u30c3\u30b8\u304c\u5272\u308a\u5f53\u3066\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
    MySQL\u306e\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u3092\u7121\u6599\u3067\u8a66\u7528\u3059\u308b\u65b9\u6cd5\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n
    \u306f\u3044\u3002SQLFlow Cloud\u306b\u306f\u7121\u6599\u30d7\u30e9\u30f3\u304c\u3042\u308a\u307e\u3059\u3002\u30d6\u30e9\u30a6\u30b6\u306bMySQL SQL\u3092\u8cbc\u308a\u4ed8\u3051\u308b\u3068\u3001\u3059\u3050\u306b\u5217\u30ec\u30d9\u30eb\u306e\u56f3\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u30d7\u30ec\u30df\u30a2\u30e0\u30d7\u30e9\u30f3\u306f\u6708\u984d$49.99\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u30d7\u30e9\u30f3\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\u3059\u3002\u8a73\u7d30\u306f\u4ee5\u4e0b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 \u4fa1\u683c\u8a2d\u5b9a<\/a>.<\/p>\n\n\n\n
    MySQL\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
    \u306f\u3044\u3002JSON\u3001CSV\u3001PNG\u5f62\u5f0f\u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u305f\u308a\u3001REST API\u306b\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u305f\u308a\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u74b0\u5883\u3067\u306fDataHub\u3001Microsoft Purview\u3001OpenMetadata\u7528\u306e\u7d44\u307f\u8fbc\u307f\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30a2\u30c0\u30d7\u30bf\u3092\u4f7f\u7528\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
    \n\n
    \u4eca\u3059\u3050MySQL\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u3092\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u307e\u3057\u3087\u3046<\/h2>\n\n\n
    \u7121\u6599\u306e\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30b6\u30fc\u306b\u30d3\u30e5\u30fc\u307e\u305f\u306fINSERT-SELECT\u6587\u3092\u8cbc\u308a\u4ed8\u3051\u308b\u304b\u3001MySQL\u74b0\u5883\u5168\u4f53\u306e\u30b9\u30ad\u30e3\u30f3\u306b\u3064\u3044\u3066\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n
    \n
    SQLFlow\u3092\u7121\u6599\u3067\u304a\u8a66\u3057\u304f\u3060\u3055\u3044<\/a><\/div>\n<\/div>\n\n\n
    \n
    \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