{"id":3554,"date":"2022-04-26T06:51:53","date_gmt":"2022-04-26T14:51:53","guid":{"rendered":"https:\/\/www.gudusoft.com\/?p=3554"},"modified":"2022-05-19T01:36:03","modified_gmt":"2022-05-19T09:36:03","slug":"amazon-redshift-data-lineage-gudu-sqlflow","status":"publish","type":"post","link":"https:\/\/www.gudusoft.com\/jp\/amazon-redshift-data-lineage-gudu-sqlflow\/","title":{"rendered":"Amazon Redshift \u30c7\u30fc\u30bf\u7cfb\u7d71 | Gudu SQLFlow"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;border-width: 0px 0px 0px 0px;border-color:#e8eaf0;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1310.4px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-text fusion-text-1\" style=\"line-height:26px;\"><h2><strong>Amazon Redshift \u30c7\u30fc\u30bf\u7cfb\u7d71 | Gudu SQLFlow<\/strong><\/h2>\n<p>Amazon \u5009\u5eab\u74b0\u5883\u3067\u306f\u3001\u6b21\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002 <strong><a class=\"rank-math-link\" href=\"https:\/\/docs.aws.amazon.com\/redshift\/latest\/dg\/c-getting-started-using-spectrum.html\">Amazon Redshift \u30b9\u30da\u30af\u30c8\u30eb<\/a><\/strong> Amazon S3 \u4e0a\u306e\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u76f4\u63a5\u30c7\u30fc\u30bf\u3092\u30af\u30a8\u30ea\u3057\u3001Redshift \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u3001Tableau\u3001PowerBI\u3001Looker\u3001Qlik\u3001Superset \u306a\u3069\u306e\u30d3\u30b8\u30cd\u30b9 \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9 \u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u304b\u3089\u30ec\u30dd\u30fc\u30c8\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306f\u30d3\u30b8\u30cd\u30b9\u30bd\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u767a\u751f\u3057\u3001Amazon S3 \u306b\u5230\u9054\u3057\u3001DBT \u306a\u3069\u306e ETL \u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u8ee2\u9001\u3057\u3001\u5f8c\u3067\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b Redshift \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n<div id=\"attachment_3581\" style=\"width: 587px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-3581\" decoding=\"async\" class=\"size-full wp-image-3581\" src=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/Amazon_Redshift_Data_Lineage.png\" alt=\"Amazon Redshift \u30c7\u30fc\u30bf\u7cfb\u7d71\" width=\"577\" height=\"402\" srcset=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/Amazon_Redshift_Data_Lineage-200x139.png 200w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/Amazon_Redshift_Data_Lineage-300x209.png 300w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/Amazon_Redshift_Data_Lineage-400x279.png 400w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/Amazon_Redshift_Data_Lineage.png 577w\" sizes=\"(max-width: 577px) 100vw, 577px\" \/><p id=\"caption-attachment-3581\" class=\"wp-caption-text\">Amazon Redshift \u30c7\u30fc\u30bf\u7cfb\u7d71<\/p><\/div>\n<p>Amazon \u5009\u5eab\u30b7\u30b9\u30c6\u30e0\u306e\u30c7\u30fc\u30bf \u30d5\u30ed\u30fc\u306e\u6982\u8981\u3092\u628a\u63e1\u3059\u308b\u306b\u306f\u3001 <strong>\u30c7\u30fc\u30bf\u7cfb\u7d71\u30c4\u30fc\u30eb<\/strong> \u30c7\u30fc\u30bf\u304c\u7279\u5b9a\u306e\u5834\u6240\u306b\u3069\u306e\u3088\u3046\u306b\u5230\u7740\u3057\u305f\u304b\u3001\u304a\u3088\u3073\u30c7\u30fc\u30bf\u304c\u30d3\u30b8\u30cd\u30b9 \u30b7\u30b9\u30c6\u30e0\u3092\u79fb\u52d5\u3059\u308b\u3068\u304d\u306b\u767a\u751f\u3059\u308b\u4e2d\u9593\u30b9\u30c6\u30c3\u30d7\u3068\u5909\u63db\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\u306e 1 \u3064 <strong><a class=\"rank-math-link\" href=\"https:\/\/www.gudusoft.com\/jp\/whats-data-lineage-why-important\/\">\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8<\/a><\/strong> Amazon \u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u74b0\u5883\u304b\u3089\u81ea\u52d5\u7684\u306b\u3001\u30c7\u30fc\u30bf\u306e\u30ed\u30fc\u30c9\u3001\u5909\u63db\u3001\u304a\u3088\u3073\u5206\u6790\u4e2d\u306b\u4f7f\u7528\u3055\u308c\u308b\u3059\u3079\u3066\u306e SQL \u30af\u30a8\u30ea\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u5e78\u3044\u306a\u3053\u3068\u306b\u3001\u3053\u308c\u3089\u306e SQL \u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306f\u3059\u3079\u3066\u6b21\u306e\u5834\u6240\u306b\u683c\u7d0d\u3055\u308c\u307e\u3059\u3002 <strong><a class=\"rank-math-link\" href=\"https:\/\/docs.aws.amazon.com\/redshift\/latest\/mgmt\/db-auditing.html#db-auditing-logs\">Redshift \u30e6\u30fc\u30b6\u30fc \u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3 \u30ed\u30b0<\/a><\/strong> \u3068 <strong>\u30b0\u30c9\u30a5<\/strong><strong> SQL\u30d5\u30ed\u30fc<\/strong> \u3053\u308c\u3089\u306e\u30ed\u30b0 \u30d5\u30a1\u30a4\u30eb\u3092\u89e3\u6790\u3057\u3066\u3001\u30c7\u30fc\u30bf\u7cfb\u7d71\u3092\u81ea\u52d5\u7684\u306b\u691c\u51fa\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 class=\"wp-block-heading\">Redshift \u30e6\u30fc\u30b6\u30fc \u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3 \u30ed\u30b0<\/h3>\n<p>\u30e6\u30fc\u30b6\u30fc \u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3 \u30ed\u30b0\u306f\u3001\u4e3b\u306b\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u76ee\u7684\u3067\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30c7\u30fc\u30bf\u7cfb\u7d71\u306e\u691c\u51fa\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u3068\u30b7\u30b9\u30c6\u30e0\u306e\u4e21\u65b9\u304c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u5b9f\u884c\u3059\u308b\u30af\u30a8\u30ea\u306e\u7a2e\u985e\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u5b9f\u884c\u3055\u308c\u308b\u524d\u306b\u3001\u5404\u30af\u30a8\u30ea\u3092\u30ed\u30b0\u306b\u8a18\u9332\u3057\u307e\u3059\u3002<\/strong><\/p>\n<figure id=\"w251aac30c24c10b9c18b4\" class=\"wp-block-table\">\n<table>\n<thead>\n<tr>\n<th>\u5217\u540d<\/th>\n<th>\u8aac\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8a18\u9332\u30bf\u30a4\u30e0<\/td>\n<td>\u30a4\u30d9\u30f3\u30c8\u304c\u767a\u751f\u3057\u305f\u6642\u523b\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30b7\u30d9\u30eb<\/td>\n<td>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u540d\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30e6\u30fc\u30b6\u30fc<\/td>\n<td>\u30e6\u30fc\u30b6\u30fc\u540d\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30d4\u30c3\u30c9<\/td>\n<td>\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u30d7\u30ed\u30bb\u30b9 ID\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30e6\u30fc\u30b6\u30fcID<\/td>\n<td>\u30e6\u30fc\u30b6\u30fcID\u3002<\/td>\n<\/tr>\n<tr>\n<td>xid<\/td>\n<td>\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3 ID\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30af\u30a8\u30ea<\/td>\n<td>LOG: \u306e\u30d7\u30ec\u30d5\u30a3\u30c3\u30af\u30b9\u306e\u5f8c\u306b\u3001\u6539\u884c\u3092\u542b\u3080\u30af\u30a8\u30ea\u306e\u30c6\u30ad\u30b9\u30c8\u304c\u7d9a\u304d\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table><figcaption>Redshift \u30e6\u30fc\u30b6\u30fc \u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3 \u30ed\u30b0<\/figcaption><\/figure>\n<p>\u30c1\u30a7\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044 <a class=\"rank-math-link\" href=\"https:\/\/docs.aws.amazon.com\/redshift\/latest\/mgmt\/db-auditing.html#db-auditing-logs\">\u3053\u306e\u8a18\u4e8b<\/a> \u30ed\u30ae\u30f3\u30b0\u3092\u6709\u52b9\u306b\u3059\u308b\u65b9\u6cd5\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/p>\n<h5 class=\"wp-block-heading\">Amazon Redshift \u30e6\u30fc\u30b6\u30fc\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u76e3\u67fb\u30ed\u30b0\u306e\u30b5\u30f3\u30d7\u30eb<\/h5>\n<\/p>\n<pre class=\"wp-block-code\"><code>&#039;2018-05-21T06:00:09Z UTC [ db=prod_sales user=duc pid=99753 userid=95 xid=6728324 ]&#039; LOG: create table SumoProdbackUp.organization as (select * from SumoProd.simpleuser) &#039;2018-05- 21T06:00:09Z UTC [ db=vendor user=ankit pid=36616 userid=53 xid=2956702 ]&#039; LOG: DELETE FROM SumoProd.employee WHERE id = 38; &#039;2018-05-21T06:20:09Z UTC [ db=dev user=himanshu pid=64458 userid=35 xid=5143208 ]&#039; \u30ed\u30b0: \u30e6\u30fc\u30b6\u30fc testuser3 \u3092\u30c9\u30ed\u30c3\u30d7<\/code><\/pre>\n<\/p>\n<p>&nbsp;<\/p>\n<\/p>\n<h3 class=\"wp-block-heading\">\u81ea\u52d5\u30c7\u30fc\u30bf\u7cfb\u7d71\u5206\u6790<\/h3>\n<\/p>\n<p><strong><a class=\"rank-math-link\" href=\"https:\/\/sqlflow.gudusoft.com\">Gudu SQLFlow<\/a><\/strong> \u306f\u3001SQL \u30b9\u30af\u30ea\u30d7\u30c8\u3068\u30b9\u30c8\u30a2\u30c9 \u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u3092\u89e3\u6790\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001ETL\u3001\u30d3\u30b8\u30cd\u30b9 \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3001\u30af\u30e9\u30a6\u30c9\u3001\u304a\u3088\u3073 Hadoop \u74b0\u5883\u306b\u308f\u305f\u308b SQL \u30c7\u30fc\u30bf\u7cfb\u7d71\u5206\u6790\u3092\u81ea\u52d5\u5316\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u307e\u305f\u3001Redshift \u306e\u30e6\u30fc\u30b6\u30fc \u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3 \u30ed\u30b0 \u30d5\u30a1\u30a4\u30eb\u3092\u5206\u6790\u3057\u3066\u3001\u30c7\u30fc\u30bf\u7cfb\u7d71\u3092\u767a\u898b\u3057\u3001\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u79fb\u52d5\u3092\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u306b\u8868\u793a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/p>\n<p>\u4ee5\u4e0b\u306f\u3001Amazon Redshift \u306e\u30e6\u30fc\u30b6\u30fc \u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3 \u30ed\u30b0 \u30d5\u30a1\u30a4\u30eb\u3092\u5206\u6790\u3057\u305f\u5f8c\u306b\u751f\u6210\u3055\u308c\u305f\u30c7\u30fc\u30bf\u7cfb\u7d71\u56f3\u306e\u4e00\u90e8\u3067\u3059\u3002<\/p>\n<\/p>\n<figure class=\"wp-block-image size-large\"><\/figure>\n<\/p>\n<figure class=\"wp-block-image alignnone wp-image-3564\"><a href=\"https:\/\/sqlflow.gudusoft.com\"><img decoding=\"async\" width=\"1024\" height=\"300\" class=\"wp-image-3564\" src=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/amazon-redshift-user-activity-log-data-lineage-1024x300.png\" alt=\"Amazon Redshift \u30c7\u30fc\u30bf\u7cfb\u7d71\u00a0\" srcset=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/amazon-redshift-user-activity-log-data-lineage-200x59.png 200w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/amazon-redshift-user-activity-log-data-lineage-300x88.png 300w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/amazon-redshift-user-activity-log-data-lineage-400x117.png 400w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/amazon-redshift-user-activity-log-data-lineage-600x176.png 600w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/amazon-redshift-user-activity-log-data-lineage-768x225.png 768w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/amazon-redshift-user-activity-log-data-lineage-800x234.png 800w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/amazon-redshift-user-activity-log-data-lineage-1024x300.png 1024w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/amazon-redshift-user-activity-log-data-lineage-1200x352.png 1200w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/amazon-redshift-user-activity-log-data-lineage-1536x450.png 1536w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/04\/amazon-redshift-user-activity-log-data-lineage.png 1778w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption>Amazon Redshift \u30c7\u30fc\u30bf\u7cfb\u7d71<\/figcaption><\/figure>\n<\/p>\n<p>&nbsp;<\/p>\n<\/p>\n<h3><strong>\u7d50\u8ad6<\/strong>\u00a0<\/h3>\n<p>\u3053\u306e\u8a18\u4e8b\u3092\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002 <strong>Amazon Redshift \u30c7\u30fc\u30bf\u7cfb\u7d71<\/strong>.\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f <strong>Amazon Redshift \u30c7\u30fc\u30bf\u7cfb\u7d71<\/strong>\u3001\u79c1\u305f\u3061\u306f\u3042\u306a\u305f\u306b\u79c1\u305f\u3061\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3092\u8a2a\u554f\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059 <a href=\"https:\/\/sqlflow.gudusoft.com\"><strong>Gudu SQLFlow<\/strong><\/a> \u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3002 Gudu SQLFlow \u306f\u3001\u30c7\u30fc\u30bf\u7cfb\u7d71\u89e3\u6790\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3001SQL \u30b9\u30af\u30ea\u30d7\u30c8 \u30d5\u30a1\u30a4\u30eb\u3092\u5206\u6790\u3057\u3001\u30c7\u30fc\u30bf\u7cfb\u7d71\u3092\u53d6\u5f97\u3057\u3066\u8996\u899a\u7684\u306b\u8868\u793a\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u7cfb\u7d71\u3092 CSV \u5f62\u5f0f\u3067\u63d0\u4f9b\u3057\u3066\u8996\u899a\u7684\u306b\u8868\u793a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u518d\u5ea6\u3001\u611f\u8b1d\u3057\u307e\u3059\uff01 <strong>(2022 \u5e74 4 \u6708 26 \u65e5\u306b Ryan \u304c\u7de8\u96c6)<\/strong><\/p>\n<\/div><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-0{width:100% !important;margin-top : 0px;margin-bottom : 0px;}.fusion-builder-column-0 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 1.92%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 1.92%;}@media only screen and (max-width:1024px) {.fusion-body .fusion-builder-column-0{width:100% 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