{"id":6758,"date":"2026-07-12T02:07:13","date_gmt":"2026-07-12T10:07:13","guid":{"rendered":"https:\/\/www.gudusoft.com\/hive-data-lineage\/"},"modified":"2026-07-12T02:07:13","modified_gmt":"2026-07-12T10:07:13","slug":"hive-data-lineage","status":"publish","type":"page","link":"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\/","title":{"rendered":"Hive\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\uff1aHQL\u304a\u3088\u3073Hadoop ETL\u5411\u3051\u306e\u5217\u30ec\u30d9\u30eb\u306e\u30ea\u30cd\u30fc\u30b8"},"content":{"rendered":"<p><strong>Hive\u30c7\u30fc\u30bf\u7cfb\u7d71<\/strong> \u3053\u308c\u306f\u3001HQL \u3092\u901a\u3058\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\u30bd\u30fc\u30b9 \u30c6\u30fc\u30d6\u30eb\u3068\u5217\u304c\u5404 Hive \u30c6\u30fc\u30d6\u30eb\u3001\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u3001\u30d3\u30e5\u30fc\u306b\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3001\u3069\u306e\u7d50\u5408\u3001\u96c6\u8a08\u3001\u304a\u3088\u3073 <code>\u5074\u9762\u56f3<\/code> \u5c55\u958b\u3002\u6700\u3082\u78ba\u5b9f\u306a\u69cb\u7bc9\u65b9\u6cd5\u306f\u3001HQL\u81ea\u4f53\u3092\u89e3\u6790\u3059\u308b\u3053\u3068\u3067\u3059\u3002 <strong>Gudu SQLFlow<\/strong> \u5c02\u7528\u306eHive\u65b9\u8a00\u30d1\u30fc\u30b5\u30fc\u304c\u4ed8\u5c5e\u3057\u3066\u304a\u308a\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u624b\u3092\u52a0\u3048\u308b\u3053\u3068\u306a\u304f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5bfe\u8a71\u578b\u306e\u5217\u30ec\u30d9\u30eb\u306e\u7cfb\u7d71\u56f3\u306b\u5909\u63db\u3057\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>\u4eca\u3059\u3050\u304a\u8a66\u3057\u304f\u3060\u3055\u3044\uff1a<\/strong> HiveQL \u30b9\u30af\u30ea\u30d7\u30c8\u3092\u8cbc\u308a\u4ed8\u3051\u308b <a href=\"https:\/\/sqlflow.gudusoft.com\/?utm_source=gudusoft&amp;utm_medium=website&amp;utm_campaign=hive-data-lineage\" target=\"_blank\" rel=\"noreferrer noopener\">\u7121\u6599\u30aa\u30f3\u30e9\u30a4\u30f3Hive\u7cfb\u7d71\u53ef\u8996\u5316\u30c4\u30fc\u30eb<\/a>Hive\u306e\u65b9\u8a00\u3092\u9078\u629e\u3059\u308b\u3060\u3051\u3067\u3001\u6570\u79d2\u3067\u5217\u30ec\u30d9\u30eb\u306e\u7cfb\u7d71\u56f3\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30fc\u3078\u306e\u30a2\u30af\u30bb\u30b9\u306f\u4e0d\u8981\u3067\u3059\u3002\u7121\u6599\u30d7\u30e9\u30f3\u306f\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u52d5\u4f5c\u3057\u307e\u3059\u3002<\/p>\n\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Hive\u306e\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u304c\u898b\u305f\u76ee\u3088\u308a\u96e3\u3057\u3044\u7406\u7531<\/h2>\n\n\n\n<p>\u5178\u578b\u7684\u306a Hadoop \u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u306f\u3001\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0 \u30ed\u30fc\u30c9\u3001\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u5316\u3055\u308c\u305f HQL \u304c\u4f55\u5e74\u5206\u3082\u84c4\u7a4d\u3055\u308c\u307e\u3059\u3002 <code>\u633f\u5165\u4e0a\u66f8\u304d<\/code> \u30b8\u30e7\u30d6\u3001\u5916\u90e8\u30c6\u30fc\u30d6\u30eb\u306b\u5bfe\u3059\u308b\u30d3\u30e5\u30fc\u3001\u304a\u3088\u3073\u4f5c\u6210\u8005\u304c\u9000\u8077\u3057\u3066\u4ee5\u6765\u8ab0\u3082\u8aad\u3093\u3067\u3044\u306a\u3044 Oozie \u307e\u305f\u306f Airflow \u3067\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3055\u308c\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u3002 \u300c\u4f55\u304c\u30d5\u30a3\u30fc\u30c9\u3057\u3066\u3044\u308b\u304b\u300d\u306b\u7b54\u3048\u308b <code>dw.\u65e5\u6b21\u53ce\u76ca<\/code>\uff1f\u307e\u305f\u306f\u300c\u843d\u3068\u3057\u305f\u3089\u4f55\u304c\u58ca\u308c\u308b\u306e\uff1f\u300d <code>\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u6ce8\u6587\u30b9\u30c6\u30fc\u30bf\u30b9<\/code>\uff1f\u306f\u3001\u5217\u53c2\u7167\u3092\u3059\u3079\u3066\u8ffd\u8de1\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u7684\u306aSQL\u30d1\u30fc\u30b5\u30fc\u306f\u3001HiveQL\u3092\u72ec\u81ea\u306e\u8a00\u8a9e\u305f\u3089\u3057\u3081\u3066\u3044\u308b\u69cb\u9020\u306b\u3064\u307e\u305a\u3044\u3066\u3057\u307e\u3046\u3002<\/p>\n\n\n\n<ul><li><strong><code>\u5074\u9762\u56f3 explode()<\/code><\/strong> \u5165\u529b\u3055\u308c\u305f\u914d\u5217\u307e\u305f\u306f\u30de\u30c3\u30d7\u306e1\u3064\u306e\u5217\u304c\u3001\u8907\u6570\u306e\u884c\u3068\u65b0\u3057\u3044\u6d3e\u751f\u5217\u306b\u5c55\u958b\u3055\u308c\u307e\u3059\u3002Lineage\u306f\u3001\u5c55\u958b\u3055\u308c\u305f\u51fa\u529b\u5217\u3092\u5358\u4e00\u306e\u30bd\u30fc\u30b9\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u63a5\u7d9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u5206\u5272\u3055\u308c\u305f <code>\u633f\u5165\u4e0a\u66f8\u304d<\/code><\/strong> \u2014 \u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u5217\u306f\u3001\u9759\u7684\u30ea\u30c6\u30e9\u30eb\u304b\u3089\u53d6\u5f97\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002 <code>\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3<\/code> \u53e5\u3001\u307e\u305f\u306f\u6700\u5f8c\u306eSELECT\u5217\u304b\u3089\u52d5\u7684\u306b\u9078\u629e\u3057\u307e\u3059\u3002\u3069\u3061\u3089\u306e\u5834\u5408\u3082\u3001\u7cfb\u7d71\u60c5\u5831\u6e90\u3068\u3057\u3066\u30ab\u30a6\u30f3\u30c8\u3055\u308c\u308b\u5217\u304c\u5909\u308f\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u5916\u90e8\u30c6\u30fc\u30d6\u30eb<\/strong> \u2014 \u3053\u306e\u30c6\u30fc\u30d6\u30eb\u306f\u3001HDFS\u307e\u305f\u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u5bfe\u3059\u308b\u30b9\u30ad\u30fc\u30de\u3067\u3059\u3002\u4e0a\u6d41\u306eSQL\u306b\u3088\u3063\u3066\u8a18\u8ff0\u3055\u308c\u305f\u3082\u306e\u3067\u306f\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001Lineage\u306f\u3053\u308c\u3092\u7b2c\u4e00\u7d1a\u306e\u30bd\u30fc\u30b9\u3068\u3057\u3066\u6271\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>Hive\u56fa\u6709\u306e\u69cb\u6587<\/strong> \u2014 <code>\u914d\u5e03\u5143<\/code>, <code>\u30af\u30e9\u30b9\u30bf\u30fc\u5225<\/code>\u3001\u8907\u6570\u633f\u5165\uff08<code>\u304b\u3089...\u633f\u5165...\u633f\u5165...<\/code>SerDe \u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u305f\u578b\u3084\u30d0\u30c3\u30af\u30af\u30a9\u30fc\u30c8\u3067\u56f2\u307e\u308c\u305f\u8b58\u5225\u5b50\u306f\u3059\u3079\u3066\u3001ANSI \u306e\u307f\u306e\u6587\u6cd5\u3092\u7834\u308a\u307e\u3059\u3002<\/li><\/ul>\n\n\n\n<p>SQLFlow \u306f\u5c02\u7528\u306e\u65b9\u8a00\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u7528\u3057\u3066 HiveQL \u3092\u89e3\u6790\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u30c4\u30fc\u30eb\u5185\u306e 39 \u306e\u65b9\u8a00\u56fa\u6709\u306e\u30d1\u30fc\u30b5\u30fc\u306e 1 \u3064\u3067\u3001HiveQL \u7528\u306b\u69cb\u7bc9\u3055\u308c\u305f\u6587\u6cd5\u3067\u3042\u308a\u3001\u4f8b\u5916\u3092\u8ffd\u52a0\u3057\u305f\u6c4e\u7528 ANSI \u30d1\u30fc\u30b5\u30fc\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u57fa\u76e4\u3068\u306a\u308b\u30a8\u30f3\u30b8\u30f3\u306f\u3001 <a href=\"https:\/\/www.sqlparser.com\/\">\u6c4e\u7528SQL\u30d1\u30fc\u30b5\u30fc<\/a>, has been developed commercially since the mid-2000s and is validated against roughly 13,600 per-dialect SQL test fixtures.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Atlas\u30d5\u30c3\u30af\u3068HQL\u89e3\u6790\uff1aHive\u306e\u7cfb\u7d71\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b2\u3064\u306e\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u307b\u3068\u3093\u3069\u306eHadoop\u30c1\u30fc\u30e0\u306f\u307e\u305a\u30ea\u30cd\u30fc\u30b8\u306b\u51fa\u4f1a\u3044\u307e\u3059 <strong>\u30a2\u30d1\u30c3\u30c1\u30a2\u30c8\u30e9\u30b9<\/strong>Atlas\u306f\u3001\u305d\u306e\u672c\u6765\u306e\u76ee\u7684\u306b\u304a\u3044\u3066\u771f\u306b\u512a\u308c\u305f\u6027\u80fd\u3092\u767a\u63ee\u3057\u307e\u3059\u3002Hive\u30d5\u30c3\u30af\u306f\u30af\u30e9\u30b9\u30bf\u30fc\u4e0a\u306b\u914d\u7f6e\u3055\u308c\u3001\u30b8\u30e7\u30d6\u304c\u5b9f\u969b\u306b\u5b9f\u884c\u3055\u308c\u308b\u3068\u5c65\u6b74\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3057\u3001Hadoop\u30b9\u30bf\u30c3\u30af\u5168\u4f53\u306b\u308f\u305f\u308b\u5206\u985e\u3068\u30bf\u30b0\u4ed8\u3051\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u3001\u4f55\u304c\u3044\u3064\u5b9f\u884c\u3055\u308c\u305f\u304b\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30ac\u30d0\u30ca\u30f3\u30b9\u8a18\u9332\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u30d5\u30c3\u30af\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u306f\u69cb\u9020\u7684\u306a\u9650\u754c\u304c\u3042\u308a\u3001\u7279\u306b\u30c1\u30fc\u30e0\u304c\u7cfb\u8b5c\u3092\u63a2\u6c42\u3059\u308b\u969b\u306b\u305d\u306e\u9650\u754c\u304c\u9855\u8457\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><\/th><th>\u30e9\u30f3\u30bf\u30a4\u30e0\u30d5\u30c3\u30af\uff08Atlas\u30b9\u30bf\u30a4\u30eb\uff09<\/th><th>HQL\u306e\u89e3\u6790\uff08SQLFlow\uff09<\/th><\/tr><\/thead><tbody>\n<tr><td>\u7a3c\u50cd\u4e2d\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u304c\u5fc5\u8981\u3067\u3059<\/td><td>\u306f\u3044\u3001\u30b8\u30e7\u30d6\u304c\u30d5\u30c3\u30af\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u72b6\u614b\u3067\u5b9f\u884c\u3055\u308c\u305f\u5834\u5408\u306b\u306e\u307f\u3001\u7cfb\u7d71\u60c5\u5831\u304c\u53d6\u5f97\u3055\u308c\u307e\u3059\u3002<\/td><td>\u3044\u3044\u3048 \u2014 SQL\u30c6\u30ad\u30b9\u30c8\u306e\u9759\u7684\u89e3\u6790\u306f\u3069\u3053\u306b\u3082\u3042\u308a\u307e\u305b\u3093<\/td><\/tr>\n<tr><td>\u5b9f\u884c\u3055\u308c\u3066\u3044\u306a\u3044\u30b3\u30fc\u30c9\u3092\u30ab\u30d0\u30fc\u3057\u307e\u3059<\/td><td>\u3044\u3044\u3048\u3001\u5b9f\u884c\u3055\u308c\u306a\u304b\u3063\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u75d5\u8de1\u3092\u6b8b\u3057\u307e\u305b\u3093\u3002<\/td><td>\u306f\u3044\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u5185\u306e\u3059\u3079\u3066\u306e\u30b9\u30af\u30ea\u30d7\u30c8\uff08\u5b9f\u884c\u3055\u308c\u3066\u3044\u306a\u3044\u30b8\u30e7\u30d6\u3084\u3081\u3063\u305f\u306b\u5b9f\u884c\u3055\u308c\u306a\u3044\u30b8\u30e7\u30d6\u3092\u542b\u3080\uff09\u304c\u5bfe\u8c61\u3067\u3059\u3002<\/td><\/tr>\n<tr><td>\u79fb\u884c\u4e2d\uff0f\u79fb\u884c\u5f8c\u306e\u4f5c\u696d<\/td><td>\u96e3\u3057\u3044\u3002\u30af\u30e9\u30b9\u30bf\u30fc\u304c\u5ec3\u6b62\u3055\u308c\u308b\u3068\u3001\u30ad\u30e3\u30d7\u30c1\u30e3\u30dd\u30a4\u30f3\u30c8\u3082\u5ec3\u6b62\u3055\u308c\u308b\u3002<\/td><td>\u306f\u3044\u3001\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3055\u308c\u305fHQL\u3092\u3001\u79fb\u52d5\u524d\u3001\u79fb\u52d5\u4e2d\u3001\u79fb\u52d5\u5f8c\u306b\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u5206\u6790\u3057\u307e\u3059\u3002<\/td><\/tr>\n<tr><td>\u6b74\u53f2\u306e\u8a18\u9332<\/td><td>\u30d5\u30c3\u30af\u3092\u53d6\u308a\u4ed8\u3051\u305f\u6642\u70b9\u304b\u3089\u59cb\u307e\u308a\u307e\u3059<\/td><td>\u5b8c\u4e86 \u2014 \u30b3\u30fc\u30c9\u306f\u8a18\u9332\u3067\u3059<\/td><\/tr>\n<tr><td>\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u53d6\u308b<\/td><td>\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u3067\u30b8\u30e7\u30d6\u3068\u4e26\u884c\u3057\u3066\u5b9f\u884c\u3055\u308c\u307e\u3059<\/td><td>\u7d76\u5bfe\u306b\u3057\u306a\u3044 \u2014 SQL\u30c6\u30ad\u30b9\u30c8\u3068\u30b9\u30ad\u30fc\u30de\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u307f<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u7af6\u5408\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u88dc\u5b8c\u7684\u306a\u95a2\u4fc2\u306b\u3042\u308a\u307e\u3059\u3002\u30d5\u30c3\u30af\u306f\u5b9f\u884c\u3055\u308c\u305f\u5185\u5bb9\u3092\u6559\u3048\u3066\u304f\u308c\u3001\u30d1\u30fc\u30b5\u30fc\u306f\u30b3\u30fc\u30c9\u306e\u52d5\u4f5c\u3092\u6559\u3048\u3066\u304f\u308c\u307e\u3059\u3002\u8cea\u554f\u304c\u300c\u3053\u306e Hive \u74b0\u5883\u5185\u306e\u3059\u3079\u3066\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u6587\u66f8\u5316\u3057\u3066\u3001\u76e3\u67fb\u3057\u305f\u308a\u79fb\u52d5\u3057\u305f\u308a\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u300d\u3067\u3042\u308c\u3070\u3001\u30d1\u30fc\u30b9\u304c\u305d\u306e\u7b54\u3048\u3068\u306a\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u305d\u3057\u3066 SQLFlow \u306f\u3001\u305d\u306e\u7d50\u679c\u3092\u6b21\u306e\u5834\u6240\u306b\u30d7\u30c3\u30b7\u30e5\u3067\u304d\u307e\u3059\u3002 <strong>DataHub\u3001Microsoft Purview\u3001\u307e\u305f\u306fOpenMetadata<\/strong> \u305d\u308c\u3089\u306e\u3044\u305a\u308c\u304b\u304c\u3042\u306a\u305f\u306e\u8a18\u9332\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308b\u5834\u5408\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9f\u969b\u306eHiveQL\u30b8\u30e7\u30d6\u304b\u3089\u306e\u5217\u30ec\u30d9\u30eb\u306e\u7cfb\u7d71\u56f3<\/h2>\n\n\n\n<p>\u3053\u308c\u306f\u3001\u3059\u3079\u3066\u306e Hadoop \u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u304c\u6bce\u6669\u5b9f\u884c\u3059\u308b\u30b8\u30e7\u30d6\u306e\u5f62\u72b6\u3067\u3059\u3002 <code>\u633f\u5165\u4e0a\u66f8\u304d<\/code> \u7d50\u5408\u3055\u308c\u305f\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u69cb\u7bc9\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>INSERT OVERWRITE TABLE dw.daily_revenue PARTITION (ds = &#039;2026-07-11&#039;) SELECT c.region, SUM(o.amount) AS revenue, COUNT(DISTINCT o.order_id) AS order_cnt FROM staging.orders o JOIN staging.customers c ON o.customer_id = c.customer_id WHERE o.ds = &#039;2026-07-11&#039; AND o.status = &#039;COMPLETE&#039; GROUP BY c.region;<\/code><\/pre>\n\n\n\n<p>\u3053\u308c\u3092SQLFlow\u3067\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<ul><li><code>dw.daily_revenue.revenue<\/code> \u76f4\u63a5\u4f9b\u7d66\u3055\u308c\u308b <code>\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u6ce8\u6587\u6570<\/code> \u3092\u901a\u3057\u3066 <code>\u548c\uff08\uff09<\/code>.<\/li>\n<li><code>dw.daily_revenue.order_cnt<\/code> \u4f9b\u7d66\u6e90\u306f <code>\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u6ce8\u6587\u6ce8\u6587ID<\/code> \u3092\u901a\u3057\u3066 <code>\u91cd\u8907\u3092\u9664\u3044\u305f\u6570\u3092\u30ab\u30a6\u30f3\u30c8\u3059\u308b<\/code>.<\/li>\n<li><code>dw.\u65e5\u6b21\u53ce\u76ca\u5730\u57df<\/code> \u5730\u56f3\u306f <code>\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u9867\u5ba2\u5730\u57df<\/code>.<\/li>\n<li>\u9759\u7684\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u5024\u304c\u5165\u529b\u3055\u308c\u307e\u3059 <code>dw.daily_revenue.ds<\/code> \u2014 SQLFlow\u306f\u3001SELECT\u30ea\u30b9\u30c8\u306b\u306f\u8868\u793a\u3055\u308c\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u5217\u3092\u7cfb\u7d71\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u3057\u3066\u30e2\u30c7\u30eb\u5316\u3057\u307e\u3059\u3002<\/li>\n<li><code>\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u6ce8\u6587\u30b9\u30c6\u30fc\u30bf\u30b9<\/code>, <code>\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u6ce8\u6587.ds<\/code>\u3001\u305d\u3057\u3066\u4e21\u65b9\u3068\u3082 <code>\u9867\u5ba2ID<\/code> \u5217\u306f\u7d50\u679c\u3092\u5f62\u6210\u3059\u308b <code>\u3069\u3053<\/code> \u3068 <code>\u53c2\u52a0\u3059\u308b<\/code> \u51fa\u529b\u306b\u53cd\u6620\u3055\u308c\u306a\u3044\u6761\u4ef6\u3002SQLFlow \u306f\u3053\u308c\u3089\u3092\u6b21\u306e\u3088\u3046\u306b\u8a18\u9332\u3057\u307e\u3059\u3002 <strong>\u9593\u63a5\u7684\uff08\u5f71\u97ff\uff09\u7cfb\u7d71<\/strong>\u3053\u308c\u306f\u3001\u5207\u308a\u66ff\u3048\u53ef\u80fd\u306a\u5225\u306e\u95a2\u4fc2\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307b\u3068\u3093\u3069\u306e\u7cfb\u7d71\u8ffd\u8de1\u30c4\u30fc\u30eb\u306f\u3053\u306e\u533a\u5225\u3092\u3057\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u5f71\u97ff\u5206\u6790\u306b\u5fc5\u8981\u306a\u306e\u306f\u307e\u3055\u306b\u3053\u308c\u3067\u3059\u3002 <code>\u72b6\u614b<\/code> \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3068\u3001\u305d\u308c\u306b\u4f34\u3046\u3059\u3079\u3066\u306e\u53ce\u76ca\u6570\u5024\u306f\u9023\u52d5\u3059\u308b\u3002<\/li><\/ul>\n\n\n\n<p>\u540c\u3058\u5217\u89e3\u50cf\u5ea6\u304c\u6a5f\u80fd\u3059\u308b <code>\u5074\u9762\u56f3 explode()<\/code>: \u4e0b\u6d41\u306e\u30c6\u30fc\u30d6\u30eb\u304c\u9078\u629e\u3059\u308b\u5834\u5408 <code>\u30a2\u30a4\u30c6\u30e0.sku<\/code> \u7206\u767a\u304b\u3089 <code>order_events.items<\/code> \u914d\u5217\u3001SQLFlow\u30c8\u30ec\u30fc\u30b9 <code>SKU<\/code> \u5c0e\u5165\u3055\u308c\u305f\u30e9\u30c6\u30e9\u30eb \u30d3\u30e5\u30fc\u306e\u30c6\u30fc\u30d6\u30eb \u30a8\u30a4\u30ea\u30a2\u30b9\u3092\u4ecb\u3057\u3066\u30bd\u30fc\u30b9 \u30b3\u30ec\u30af\u30b7\u30e7\u30f3 \u30ab\u30e9\u30e0\u306b\u623b\u308a\u307e\u3059\u3002\u307e\u305f\u3001CTE\u3001\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30b5\u30d6\u30af\u30a8\u30ea\u3001\u30d3\u30e5\u30fc\u3001\u304a\u3088\u3073 <code>\u9078\u629e *<\/code> \u62e1\u5f35\u306b\u3088\u308a\u3001\u661f\u5370\u306e\u591a\u3044\u5f93\u6765\u306e HQL \u3067\u3082\u6b63\u78ba\u306a\u5217\u7aef\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6e21\u308a\u306e\u6642\u671f\u306e\u30df\u30c4\u30d0\u30c1\u306e\u7cfb\u7d71<\/h2>\n\n\n\n<p>\u73fe\u5728\u3001\u30c1\u30fc\u30e0\u304cHive\u306e\u5c65\u6b74\u7ba1\u7406\u3092\u5fc5\u8981\u3068\u3059\u308b\u6700\u3082\u4e00\u822c\u7684\u306a\u7406\u7531\u306f\u3001Hive\u304b\u3089\u79fb\u884c\u3059\u308b\u305f\u3081\u3067\u3059\u3002\u79fb\u884c\u5148\u304cSpark\u3001Databricks\u3001\u30af\u30e9\u30a6\u30c9\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u3044\u305a\u308c\u3067\u3042\u3063\u3066\u3082\u3001\u7591\u554f\u70b9\u306f\u5171\u901a\u3057\u3066\u3044\u307e\u3059\u3002\u3069\u306e\u30b8\u30e7\u30d6\u304c\u3069\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u305d\u308c\u3089\u3092\u3069\u306e\u3088\u3046\u306a\u9806\u5e8f\u3067\u79fb\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u304b\u3001\u305d\u3057\u3066\u3053\u308c\u3089\u306e4,000\u500b\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u3046\u3061\u3001\u5b9f\u969b\u306b\u4e0d\u8981\u306b\u306a\u3063\u305f\u3082\u306e\u306f\u3069\u308c\u306a\u306e\u304b\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>SQLFlow \u306f\u30b3\u30fc\u30c9\u306e\u307f\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001HQL \u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306b\u5bfe\u3057\u3066\u4efb\u610f\u306e\u30de\u30b7\u30f3\u304b\u3089\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30fc (\u65e2\u306b\u30d5\u30ea\u30fc\u30ba\u3055\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u3082\u306e) \u3078\u306e\u30a2\u30af\u30bb\u30b9\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002\u30d0\u30c3\u30c1 \u30b9\u30ad\u30e3\u30f3\u306f\u3053\u306e\u305f\u3081\u306b\u69cb\u7bc9\u3055\u308c\u3066\u3044\u307e\u3059\u3002SQLFlow \u306f 100 \u3092\u8d85\u3048\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068 100 \u4e07\u3092\u8d85\u3048\u308b\u5217\u306e\u74b0\u5883\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3001\u7d50\u679c\u3092\u6c38\u7d9a\u7684\u306a\u30ea\u30cd\u30fc\u30b8 \u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u4fdd\u6301\u3057\u3001\u79fb\u884c\u4e2d\u306b\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5909\u66f4\u3055\u308c\u308b\u3068\u5897\u5206\u7684\u306b\u66f4\u65b0\u3057\u307e\u3059\u3002\u307e\u305f\u3001Hive \u4ee5\u964d\u3001 <a href=\"https:\/\/www.gudusoft.com\/jp\/spark-sql-data-lineage\/\">Spark SQL<\/a>\u3001 \u3068 <a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%96%e3%83%aa%e3%83%83%e3%82%af%e3%82%b9%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%83%aa%e3%83%8d%e3%83%bc%e3%82%b8\/\">\u30c7\u30fc\u30bf\u30d6\u30ea\u30c3\u30af\u30b9<\/a> \u305d\u308c\u305e\u308c\u304c\u540c\u3058\u30c4\u30fc\u30eb\u5185\u306b\u72ec\u81ea\u306e\u30c0\u30a4\u30a2\u30ec\u30af\u30c8\u30d1\u30fc\u30b5\u30fc\u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u30bd\u30fc\u30b9\u306e\u30a8\u30b9\u30c6\u30fc\u30c8\u3068\u66f8\u304d\u63db\u3048\u5f8c\u306e\u30bf\u30fc\u30b2\u30c3\u30c8\u306e\u30a8\u30b9\u30c6\u30fc\u30c8\u3092\u4e26\u3079\u3066\u5206\u6790\u3057\u3001\u65b0\u3057\u3044\u7cfb\u7d71\u304c\u53e4\u3044\u7cfb\u7d71\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9f\u884c\u65b9\u6cd5<\/h2>\n\n\n\n<ul><li><strong>HQL\u3092\u8cbc\u308a\u4ed8\u3051\u308b\u304b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044<\/strong> SQLFlow Cloud \u3067\u306f\u3001\u7121\u6599\u30d7\u30e9\u30f3\u304c\u3042\u308a\u3001\u7d50\u679c\u306f\u30d6\u30e9\u30a6\u30b6\u306b\u8868\u793a\u3055\u308c\u3001JSON\u3001CSV\u3001\u307e\u305f\u306f PNG \u5f62\u5f0f\u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u30e1\u30bf\u30b9\u30c8\u30a2\u304b\u3089\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b<\/strong> JDBC\u7d4c\u7531\u3067\u30d3\u30e5\u30fc\u5b9a\u7fa9\u3068\u30b9\u30ad\u30fc\u30de\u304c\u89e3\u6c7a\u3055\u308c\u307e\u3059 <code>\u9078\u629e *<\/code> \u307e\u305f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u9593\u306e\u53c2\u7167\u3082\u6b63\u3057\u304f\u884c\u308f\u308c\u307e\u3059\u3002<\/li>\n<li><strong>\u81ea\u52d5\u5316\u3059\u308b<\/strong> \u3092\u901a\u3058\u3066 <a href=\"https:\/\/www.gudusoft.com\/jp\/sqlflow-restful-api\/\">REST API<\/a> \u307e\u305f\u306f\u30d8\u30c3\u30c9\u30ec\u30b9CLI\u3092\u4f7f\u7528\u3059\u308b\u3002\u4f8b\u3048\u3070\u3001\u30de\u30fc\u30b8\u524d\u306bCI\u5185\u306e\u3059\u3079\u3066\u306eHQL\u5909\u66f4\u3092\u5206\u6790\u3059\u308b\u3002<\/li>\n<li><strong>\u3059\u3079\u3066\u3092\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5185\u306b\u7559\u3081\u308b<\/strong> \u3068 <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\/\">SQLFlow \u30aa\u30f3\u30d7\u30ec\u30df\u30b9<\/a>: Docker\u307e\u305f\u306fKubernetes\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30a8\u30a2\u30ae\u30e3\u30c3\u30d7\u3001\u9078\u629e\u3057\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30bf\u30a4\u30d7\u3054\u3068\u306b\u6708\u984d$500\u307e\u305f\u306f1\u56de\u9650\u308a\u306e$4,800\u3002\u591a\u304f\u306eHadoop\u74b0\u5883\u306f\u3001SQL\u30c6\u30ad\u30b9\u30c8\u304c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5916\u306b\u9001\u4fe1\u3055\u308c\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u9280\u884c\u3084\u901a\u4fe1\u4f1a\u793e\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30a8\u30c7\u30a3\u30b7\u30e7\u30f3\u306f\u3001\u305d\u306e\u3088\u3046\u306a\u74b0\u5883\u5411\u3051\u306b\u5b58\u5728\u3057\u307e\u3059\u3002<\/li><\/ul>\n\n\n\n<p>SQLFlow\u306f\u3001\u3069\u306e\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3067\u3082\u9759\u7684\u89e3\u6790\u306e\u307f\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u3001SQL\u30b3\u30fc\u30c9\u3068\u30b9\u30ad\u30fc\u30de\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u53d6\u308a\u3001\u30c6\u30fc\u30d6\u30eb\u306e\u884c\u3092\u8aad\u307f\u53d6\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30d0\u30fc\u30b8\u30e7\u30f38.2.3\u4ee5\u964d\u3067\u306f\u3001\u7d50\u679c\u306e\u30b0\u30e9\u30d5\u3092\u5e73\u6613\u306a\u82f1\u8a9e\u3067\u30af\u30a8\u30ea\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\uff08\u300c\u3069\u306e\u30c6\u30fc\u30d6\u30eb\u304c <code>\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u6ce8\u6587<\/code>\uff1f\uff09\u3001\u56de\u7b54\u5185\u306e\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\u3088\u308a\u5e83\u7bc4\u306a\u6a5f\u80fd\u30c4\u30a2\u30fc\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <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>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">SQLFlow\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u30a2\u30af\u30bb\u30b9\u305b\u305a\u306bHive\u306e\u7cfb\u7d71\u60c5\u5831\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n\n\n<p>\u306f\u3044\u3002SQLFlow\u306fHQL\u30c6\u30ad\u30b9\u30c8\u3092\u89e3\u6790\u3059\u308b\u306e\u3067\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\uff08\u6b63\u78ba\u306aDDL\u3082\u542b\u3080\uff09 <code>\u9078\u629e *<\/code> \u89e3\u50cf\u5ea6\uff09\u3067\u5341\u5206\u3067\u3059\u3002\u3053\u308c\u304c\u3001\u30d5\u30c3\u30af\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u7a3c\u50cd\u4e2d\u306e\u30af\u30e9\u30b9\u30bf\u3067\u30b8\u30e7\u30d6\u304c\u5b9f\u884c\u3055\u308c\u305f\u5834\u5408\u306b\u306e\u307f\u5c65\u6b74\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308bApache Atlas\u306e\u3088\u3046\u306a\u30d5\u30c3\u30af\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u306e\u91cd\u8981\u306a\u9055\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LATERAL VIEW explode\u3084\u305d\u306e\u4ed6\u306eHive\u56fa\u6709\u306e\u69cb\u6587\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<\/h3>\n\n\n<p>\u306f\u3044\u3002Hive\u306b\u306fSQLFlow\u306e39\u306e\u30c0\u30a4\u30a2\u30ec\u30af\u30c8\u30d1\u30fc\u30b5\u30fc\u306e\u4e2d\u306b\u5c02\u7528\u306e\u30d1\u30fc\u30b5\u30fc\u304c\u3042\u308a\u3001 <code>\u5074\u9762\u56f3 explode()<\/code>\u5206\u5272\u3055\u308c\u305f <code>\u633f\u5165\u4e0a\u66f8\u304d<\/code>\u304a\u3088\u3073\u5916\u90e8\u30c6\u30fc\u30d6\u30eb\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7cfb\u7d71\u60c5\u5831\u306f\u5217\u30ec\u30d9\u30eb\u306e\u3082\u306e\u304b\u3001\u305d\u308c\u3068\u3082\u30c6\u30fc\u30d6\u30eb\u30ec\u30d9\u30eb\u306e\u3082\u306e\u304b\uff1f<\/h3>\n\n\n<p>\u5217\u30ec\u30d9\u30eb\u3002\u5404\u51fa\u529b\u5217\u306b\u3064\u3044\u3066\u3001SQLFlow \u306f\u3001\u305d\u306e\u5217\u306b\u4f9b\u7d66\u3059\u308b\u6b63\u78ba\u306a\u30bd\u30fc\u30b9\u5217\u3068\u3001\u305d\u306e\u904e\u7a0b\u3067\u4f7f\u7528\u3055\u308c\u305f\u95a2\u6570\u3001\u30ad\u30e3\u30b9\u30c8\u3001\u7d50\u5408\u3001\u304a\u3088\u3073\u30bb\u30c3\u30c8\u6f14\u7b97\u5b50\u3092\u8b58\u5225\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u9593\u63a5\u7684\u306a\u7cfb\u7d71\u3001\u3064\u307e\u308a\u3001 <code>\u3069\u3053<\/code>, <code>\u53c2\u52a0\u3059\u308b<\/code>\u3001 \u3068 <code>\u30b0\u30eb\u30fc\u30d7\u5206\u3051<\/code> \u7d50\u679c\u305d\u306e\u3082\u306e\u306b\u306f\u73fe\u308c\u306a\u3044\u304c\u3001\u7d50\u679c\u3092\u5f62\u6210\u3059\u308b\u6761\u9805\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Hive\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\u306f\u3001\u79c1\u306eHive\u30c6\u30fc\u30d6\u30eb\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u53d6\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n<p>\u3044\u3044\u3048\u3002SQL\u30b3\u30fc\u30c9\u306e\u9759\u7684\u89e3\u6790\u3092\u5b9f\u884c\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30e1\u30bf\u30b9\u30c8\u30a2\u304b\u3089\u30b9\u30ad\u30fc\u30de\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u53d6\u308a\u307e\u3059\u3002\u30c6\u30fc\u30d6\u30eb\u306e\u884c\u30c7\u30fc\u30bf\u306f\u4e00\u5207\u5909\u66f4\u3055\u308c\u305a\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u7248\u3067\u306fSQL\u30c6\u30ad\u30b9\u30c8\u81ea\u4f53\u304c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5916\u306b\u51fa\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\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\u3067\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002\u30d7\u30ec\u30df\u30a2\u30e0\u30a2\u30ab\u30a6\u30f3\u30c8\u306f\u6708\u984d$49.99\u3067\u3059\u3002SQLFlow On-Premise\u306f\u3001\u9078\u629e\u3057\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30bf\u30a4\u30d7\u3054\u3068\u306b\u6708\u984d$500\u307e\u305f\u306f1\u56de\u9650\u308a\u306e$4,800\u3067\u30012\u53f0\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u53ef\u80fd\u3067\u3059\u3002\u8ffd\u52a0\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30bf\u30a4\u30d7\u306f\u3001\u305d\u308c\u305e\u308c\u6708\u984d$100\u307e\u305f\u306f1\u56de\u9650\u308a\u306e$1,000\u3067\u3059\u3002<\/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\">\u3042\u306a\u305f\u306eHive\u30a8\u30b9\u30c6\u30fc\u30c8\u306e\u7cfb\u8b5c\u3092\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u3066\u304f\u3060\u3055\u3044<\/h2>\n\n\n<p>\u7121\u6599\u306e\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30b6\u30fc\u306bHQL\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u8cbc\u308a\u4ed8\u3051\u308b\u304b\u3001\u79fb\u884c\u958b\u59cb\u524d\u306bHadoop\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u5168\u4f53\u3092\u4e00\u62ec\u30b9\u30ad\u30e3\u30f3\u3059\u308b\u3053\u3068\u306b\u3064\u3044\u3066\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\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=hive-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\\\/hive-data-lineage\\\/\",\n            \"description\": \"Automated data lineage for Apache Hive: a dedicated HiveQL parser produces interactive column-level lineage diagrams from HQL scripts \\u2014 LATERAL VIEW, partitioned INSERT OVERWRITE, external tables \\u2014 with no running cluster required.\",\n            \"featureList\": \"Hive dialect parser, column-level lineage, indirect\\\/impact lineage, LATERAL VIEW explode support, partitioned INSERT OVERWRITE, batch estate scanning, DataHub\\\/Purview\\\/OpenMetadata export, REST API, on-premise deployment\",\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\": \"UnitPriceSpecification\",\n                        \"price\": \"49.99\",\n                        \"priceCurrency\": \"USD\",\n                        \"billingIncrement\": 1,\n                        \"unitText\": \"MONTH\"\n                    }\n                },\n                {\n                    \"@type\": \"Offer\",\n                    \"name\": \"SQLFlow On-Premise\",\n                    \"price\": \"4800\",\n                    \"priceCurrency\": \"USD\"\n                }\n            ],\n            \"publisher\": {\n                \"@type\": \"Organization\",\n                \"name\": \"Gudu Software\",\n                \"url\": \"https:\\\/\\\/www.gudusoft.com\\\/\"\n            }\n        },\n        {\n            \"@type\": \"FAQPage\",\n            \"mainEntity\": [\n                {\n                    \"@type\": \"Question\",\n                    \"name\": \"Can SQLFlow build Hive lineage without access to the cluster?\",\n                    \"acceptedAnswer\": {\n                        \"@type\": \"Answer\",\n                        \"text\": \"Yes. SQLFlow parses HQL text, so an export of your scripts plus DDL is enough. Hook-based approaches like Apache Atlas capture lineage only when jobs execute on a live cluster with the hook installed.\"\n                    }\n                },\n                {\n                    \"@type\": \"Question\",\n                    \"name\": \"Does it handle LATERAL VIEW explode and other Hive-specific syntax?\",\n                    \"acceptedAnswer\": {\n                        \"@type\": \"Answer\",\n                        \"text\": \"Yes. Hive has its own dedicated parser among SQLFlow's 39 dialect parsers, covering LATERAL VIEW explode(), partitioned INSERT OVERWRITE, and external tables.\"\n                    }\n                },\n                {\n                    \"@type\": \"Question\",\n                    \"name\": \"Is the lineage column-level or table-level?\",\n                    \"acceptedAnswer\": {\n                        \"@type\": \"Answer\",\n                        \"text\": \"Column-level. For each output column, SQLFlow identifies the exact source columns that feed it and the functions, casts, joins, and set operators along the way, plus indirect lineage from WHERE, JOIN, and GROUP BY clauses.\"\n                    }\n                },\n                {\n                    \"@type\": \"Question\",\n                    \"name\": \"Can I export Hive lineage to my data catalog?\",\n                    \"acceptedAnswer\": {\n                        \"@type\": \"Answer\",\n                        \"text\": \"Yes. 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\": \"Does SQLFlow read the data stored in my Hive tables?\",\n                    \"acceptedAnswer\": {\n                        \"@type\": \"Answer\",\n                        \"text\": \"No. It performs static analysis of SQL code and optionally reads schema metadata from the metastore. Table row data is never touched, and with the On-Premise edition the SQL text never leaves your network.\"\n                    }\n                },\n                {\n                    \"@type\": \"Question\",\n                    \"name\": \"What 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, with additional database types at $100\\\/month or $1,000 one-time each.\"\n                    }\n                }\n            ]\n        }\n    ]\n}<\/script>","protected":false},"excerpt":{"rendered":"<p>Hive data lineage is the column-level map of how data flows through your HQL: which source tables and columns feed each Hive table, partition, and view, and through which joins, aggregations, and LATERAL VIEW expansions. The most reliable way to build it is to parse the HQL itself \u2014 Gudu SQLFlow ships a dedicated Hive dialect parser that turns your scripts into an interactive, column-level lineage diagram without touching your cluster. Try it now: paste any HiveQL script into the free online Hive lineage visualizer, select the Hive dialect, and get a column-level lineage diagram in seconds. No cluster access\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\/6758"}],"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=6758"}],"version-history":[{"count":0,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/pages\/6758\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/media?parent=6758"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}