{"id":5124,"date":"2022-07-15T20:26:50","date_gmt":"2022-07-16T04:26:50","guid":{"rendered":"https:\/\/www.gudusoft.com\/?p=5124"},"modified":"2022-07-15T20:26:50","modified_gmt":"2022-07-16T04:26:50","slug":"best-open-source-data-catalog-tools","status":"publish","type":"post","link":"https:\/\/www.gudusoft.com\/jp\/%e6%9c%80%e9%ab%98%e3%81%ae%e3%82%aa%e3%83%bc%e3%83%97%e3%83%b3-%e3%82%bd%e3%83%bc%e3%82%b9-%e3%83%87%e3%83%bc%e3%82%bf-%e3%82%ab%e3%82%bf%e3%83%ad%e3%82%b0-%e3%83%84%e3%83%bc%e3%83%ab\/","title":{"rendered":"2022 \u5e74\u306b\u691c\u8a0e\u3059\u3079\u304d 4 \u3064\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb"},"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>2022 \u5e74\u306e 4 \u3064\u306e\u6700\u9ad8\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb<\/h2>\n<p>\u6839\u672c\u7684\u306b\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u7d44\u7e54\u306e\u30cb\u30fc\u30ba <a href=\"https:\/\/www.gudusoft.com\/jp\/%e6%9c%80%e9%ab%98%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf-%e3%82%ab%e3%82%bf%e3%83%ad%e3%82%b0-%e3%83%84%e3%83%bc%e3%83%ab\/\"><strong>\u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb<\/strong><\/a>. <strong><a href=\"https:\/\/www.gudusoft.com\/jp\/whats-data-catalog-why-data-datalog\/\">\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0<\/a><\/strong> \u7d44\u7e54\u306e\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3068\u305d\u306e\u30c7\u30fc\u30bf\u306b\u95a2\u3059\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u5358\u4e00\u306e\u74b0\u5883\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u3001\u7d44\u7e54\u304c\u6d1e\u5bdf\u6642\u9593\u3092\u77ed\u7e2e\u3057\u3001\u9ad8\u54c1\u8cea\u306e\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u8fc5\u901f\u306b\u4e0b\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u3042\u306a\u305f\u304c\u63a2\u3057\u3066\u3044\u308b\u306a\u3089 <strong>\u6700\u9ad8\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb<\/strong>\u3001\u305d\u308c\u304b\u3089\u3042\u306a\u305f\u306f\u6b63\u3057\u3044\u5834\u6240\u306b\u6765\u307e\u3057\u305f\u3002\u3053\u306e\u6295\u7a3f\u3067\u306f\u3001\u6b21\u306e\u30ea\u30b9\u30c8\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002 <strong>2022 \u5e74\u6700\u9ad8\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb<\/strong> \u3042\u306a\u305f\u306e\u4eba\u751f\u3092\u697d\u306b\u3059\u308b\u305f\u3081\u306b\u3002<\/p>\n<div id=\"attachment_5129\" style=\"width: 828px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-5129\" decoding=\"async\" class=\"size-full wp-image-5129\" src=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/07\/Best_Open_Source_Data_Catalog_Tools.png\" alt=\"\u6700\u9ad8\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb\" width=\"818\" height=\"471\" srcset=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/07\/Best_Open_Source_Data_Catalog_Tools-200x115.png 200w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/07\/Best_Open_Source_Data_Catalog_Tools-300x173.png 300w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/07\/Best_Open_Source_Data_Catalog_Tools-400x230.png 400w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/07\/Best_Open_Source_Data_Catalog_Tools-600x345.png 600w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/07\/Best_Open_Source_Data_Catalog_Tools-768x442.png 768w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/07\/Best_Open_Source_Data_Catalog_Tools-800x461.png 800w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/07\/Best_Open_Source_Data_Catalog_Tools.png 818w\" sizes=\"(max-width: 818px) 100vw, 818px\" \/><p id=\"caption-attachment-5129\" class=\"wp-caption-text\">\u6700\u9ad8\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb<\/p><\/div>\n<h3>\u6700\u9ad8\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb \u2013 1. Apache Atlas<\/h3>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066 <strong><a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%a1%e3%82%bf%e3%83%87%e3%83%bc%e3%82%bf%e7%ae%a1%e7%90%86%e3%81%a8%e3%81%af\/\">\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406<\/a><\/strong> \u30c4\u30fc\u30eb\u304a\u3088\u3073\u30ac\u30d0\u30ca\u30f3\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308b Apache Atlas \u306f\u3001\u30c7\u30fc\u30bf \u30ac\u30d0\u30ca\u30f3\u30b9 \u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u306e\u5098\u4e0b\u3067 Hortonworks \u306b\u3088\u3063\u3066\u80b2\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>2015 \u5e74\u306b Apache Foundation Incubator \u306b\u53c2\u52a0\u3057\u30012017 \u5e74\u306b\u306f\u30c8\u30c3\u30d7 \u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6210\u9577\u3057\u307e\u3057\u305f\u3002Apache Atlas \u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u306e\u30ab\u30bf\u30ed\u30b0\u5316\u3001\u4e26\u3079\u66ff\u3048\u3001\u767a\u898b\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3002<\/p>\n<p>Apache Atlas \u306e\u4e3b\u306a\u6a5f\u80fd:<\/p>\n<ol>\n<li><strong>\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u5206\u985e:<\/strong> Apache Atlas \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001PII\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u7684\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u8cc7\u7523\u306f\u3001\u8907\u6570\u306e\u5206\u985e\u306b\u95a2\u9023\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30dd\u30ea\u30b7\u30fc\u306f\u7cfb\u7d71\u3092\u901a\u3058\u3066\u3082\u4f1d\u64ad\u3055\u308c\u3001\u6d3e\u751f\u30c7\u30fc\u30bf\u304c\u540c\u3058\u5206\u985e\u304a\u3088\u3073\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5236\u5fa1\u3092\u78ba\u5b9f\u306b\u7d99\u627f\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u30bf\u30a4\u30d7\u3068\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9:<\/strong> Apache \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u3088\u308b\u3068\u3001\u300c\u30bf\u30a4\u30d7\u300d\u3068\u306f\u3001\u7279\u5b9a\u306e\u30bf\u30a4\u30d7\u306e\u30e1\u30bf\u30c7\u30fc\u30bf \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092 Atlas \u306b\u4fdd\u5b58\u3057\u3066\u30a2\u30af\u30bb\u30b9\u3059\u308b\u65b9\u6cd5\u306e\u5b9a\u7fa9\u3067\u3059\u3002 <a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b9%e3%83%81%e3%83%a5%e3%83%af%e3%83%bc%e3%83%89\/\"><strong>\u30c7\u30fc\u30bf\u30b9\u30c1\u30e5\u30ef\u30fc\u30c9<\/strong><\/a> \u6280\u8853\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u30d3\u30b8\u30cd\u30b9 \u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u691c\u7d22\u3068\u7cfb\u7d71:<\/strong> Apache Atlas \u306e\u76f4\u611f\u7684\u306a UI \u306b\u3088\u308a\u3001\u30bf\u30a4\u30d7\u3001\u30ab\u30c6\u30b4\u30ea\u3001\u5c5e\u6027\u5024\u3001\u307e\u305f\u306f\u30d5\u30ea\u30fc \u30c6\u30ad\u30b9\u30c8\u3054\u3068\u306b\u30c7\u30fc\u30bf \u30bf\u30a4\u30d7\u3092\u5b9a\u7fa9\u6e08\u307f\u304a\u3088\u3073\u4e00\u6642\u7684\u306b\u63a2\u7d22\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u307e\u305f\u306f\u660e\u793a\u7684\u306a\u30c7\u30fc\u30bf\u304c\u3069\u306e\u3088\u3046\u306b\u69cb\u7bc9\u3055\u308c\u3001\u3069\u306e\u3088\u3046\u306b\u9032\u5316\u3057\u3066\u304d\u305f\u304b\u306e\u5c65\u6b74\u3092\u4fdd\u6301\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30c7\u30fc\u30bf \u30de\u30b9\u30ad\u30f3\u30b0:<\/strong> Apache Atlas \u306f\u4e3b\u306b\u30c7\u30fc\u30bf \u30ac\u30d0\u30ca\u30f3\u30b9 \u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u5bfe\u3059\u308b\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u8a2d\u5b9a\u3057\u305f\u308a\u3001\u5206\u985e\u3092\u8ffd\u52a0\/\u66f4\u65b0\/\u524a\u9664\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u306e\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u306e\u304d\u3081\u7d30\u304b\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<h3>\u30d9\u30b9\u30c8 \u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb \u2013 2. Amundsen Lyft<\/h3>\n<p>Lyft \u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0 \u30c1\u30fc\u30e0\u306b\u3088\u3063\u3066\u6700\u521d\u306b\u69cb\u7bc9\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u3001Amundsen \u306f\u5185\u90e8\u4f7f\u7528\u306e\u305f\u3081\u306b\u958b\u59cb\u3055\u308c\u305f 1 \u5e74\u5f8c\u306e 2019 \u5e74 10 \u6708\u306b\u30bd\u30fc\u30b9\u3092\u516c\u958b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>Amundsen \u306b\u306f\u5bc4\u7a3f\u8005\u3068\u30e6\u30fc\u30b6\u30fc\u306e\u7d50\u675f\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u3042\u308a\u3001\u30c7\u30fc\u30bf\u306e\u6c11\u4e3b\u5316\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3001\u304a\u3088\u3073\u30e1\u30bf\u30c7\u30fc\u30bf \u30b5\u30fc\u30d3\u30b9\u306e\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u3092\u4fc3\u9032\u3059\u308b\u305f\u3081\u306b\u3001\u3053\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb\u306e\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u305f\u4ed6\u306e\u7d44\u7e54\u306b\u3088\u3063\u3066\u5e83\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u30a2\u30e0\u30f3\u30bb\u30f3\u306e\u4e3b\u306a\u6a5f\u80fd:<\/strong><\/p>\n<ol>\n<li><strong>\u4fe1\u983c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u898b\u3064\u3051\u308b:<\/strong> Amundsen \u306f\u3001\u5358\u7d14\u306a\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\u3067\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u3001\u691c\u7d22\u7d50\u679c\u306b\u306f\u30aa\u30f3\u30e9\u30a4\u30f3 \u30e1\u30bf\u30c7\u30fc\u30bf\u3082\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/li>\n<li><strong>\u81ea\u52d5\u5316\u304a\u3088\u3073\u7cbe\u9078\u3055\u308c\u305f\u30e1\u30bf\u30c7\u30fc\u30bf:<\/strong> \u30c7\u30fc\u30bf\u8cc7\u7523\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u305d\u306e\u8a73\u7d30\u306a\u8aac\u660e\u3068\u52d5\u4f5c\u304c\u30e6\u30fc\u30b6\u30fc\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u305d\u308c\u305e\u308c\u624b\u52d5\u3067\u30ad\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3055\u308c\u3001\u81ea\u52d5\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/li>\n<li><strong>\u540c\u50da\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u5171\u6709\u3059\u308b\u6a5f\u80fd:<\/strong> \u30c7\u30fc\u30bf\u8cc7\u7523\u306e\u8aac\u660e\u3092\u66f4\u65b0\u3067\u304d\u308b\u305f\u3081\u3001\u540c\u50da\u304c\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u8cc7\u7523\u306e\u8a73\u7d30\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u63a2\u3057\u3066\u884c\u3063\u305f\u308a\u6765\u305f\u308a\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u30c7\u30fc\u30bf\u306e\u4f7f\u7528\u304b\u3089\u5b66\u3073\u3001\u7406\u89e3\u3059\u308b:<\/strong> \u30e6\u30fc\u30b6\u30fc\u306f\u3001\u3069\u306e\u30c7\u30fc\u30bf\u8cc7\u7523\u304c\u983b\u7e41\u306b\u4f7f\u7528\u3001\u6240\u6709\u3001\u307e\u305f\u306f\u30d6\u30c3\u30af\u30de\u30fc\u30af\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u7279\u5b9a\u306e\u30c6\u30fc\u30d6\u30eb\u3067\u69cb\u7bc9\u3055\u308c\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u898b\u308b\u3053\u3068\u3067\u3001\u30c6\u30fc\u30d6\u30eb\u306b\u95a2\u9023\u3059\u308b\u6700\u3082\u4e00\u822c\u7684\u306a\u30af\u30a8\u30ea\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n<h3>\u6700\u9ad8\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb \u2013 3. LinkedIn DataHub<\/h3>\n<p>LinkedIn \u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0 \u30c1\u30fc\u30e0\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308b DataHub \u306f\u3001LinkedIn \u304c\u30c7\u30fc\u30bf\u306e\u30ab\u30bf\u30ed\u30b0\u5316\u3001\u767a\u898b\u3001\u53ef\u89b3\u6e2c\u6027\u3001\u7cfb\u7d71\u306e\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u3080 2 \u756a\u76ee\u306e\u8a66\u307f\u3067\u3059\u3002<\/p>\n<p>DataHub \u306e\u524d\u306b\u3001\u5f7c\u3089\u306f 2016 \u5e74\u306b WhereHows \u3068\u547c\u3070\u308c\u308b\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf \u30c7\u30a3\u30ec\u30af\u30c8\u30ea \u30c4\u30fc\u30eb\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002DataHub \u306f 2019 \u5e74\u306b\u767a\u8868\u3055\u308c\u30012020 \u5e74\u306b\u30bd\u30fc\u30b9\u304c\u30aa\u30fc\u30d7\u30f3\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u69cb\u7bc9\u3067\u304d\u308b\u305d\u306e\u4ed6\u306e\u3082\u306e\u3002<\/p>\n<p><strong>DataHub \u306e\u4e3b\u306a\u6a5f\u80fd:<\/strong><\/p>\n<ol>\n<li><strong>\u81ea\u52d5\u30e1\u30bf\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f:<\/strong> LinkedIn DataHub \u3067\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306f API \u307e\u305f\u306f Kafka \u30b9\u30c8\u30ea\u30fc\u30e0 \u30d7\u30c3\u30b7\u30e5\u3092\u4ecb\u3057\u3066\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u53d6\u308a\u8fbc\u307e\u308c\u307e\u3059\u3002<\/li>\n<li><strong>\u7c21\u5358\u306a\u30c7\u30fc\u30bf\u691c\u51fa:<\/strong> \u30a8\u30f3\u30c9 \u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u3082\u9ad8\u3044\u30ec\u30d9\u30eb\u3067\u306f\u3001DataHub \u30d5\u30ed\u30f3\u30c8 \u30a8\u30f3\u30c9\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u691c\u7d22\u3001\u53c2\u7167\u3001\u304a\u3088\u3073\u8868\u793a\/\u7de8\u96c6\u306e 3 \u7a2e\u985e\u306e\u5bfe\u8a71\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3059\u308b:<\/strong> DataHub \u306e\u5404\u30c7\u30fc\u30bf \u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u306f\u3001\u305d\u306e\u30c7\u30fc\u30bf \u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u3059\u3079\u3066\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u8868\u793a\u3059\u308b\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb \u30da\u30fc\u30b8\u304c\u4ed8\u5c5e\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u30c7\u30fc\u30bf \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<h3>\u6700\u9ad8\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb \u2013 4. Netflix Metacat<\/h3>\n<p>2018 \u5e74 6 \u6708\u306b Netflix \u3068\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u306b\u3088\u3063\u3066\u69cb\u7bc9\u3055\u308c\u305f\u5171\u540c\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u3001Metacat \u306f\u30c7\u30fc\u30bf\u306e\u4e26\u3079\u66ff\u3048\u3001\u767a\u898b\u3001\u51e6\u7406\u3001\u304a\u3088\u3073\u7ba1\u7406\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Metacat \u306f\u4e3b\u306b\u3001Netflix \u306e\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u8cc7\u7523\u3078\u306e\u5358\u4e00\u306e\u30a2\u30af\u30bb\u30b9 \u30bd\u30fc\u30b9\u3092\u5f62\u6210\u3057\u307e\u3059\u3002 Metacat \u306f\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0\u3067\u3059\u304c\u3001\u4ed6\u306e\u4eba\u304c\u305d\u306e\u30b9\u30ad\u30fc\u30de\u3092\u52b9\u679c\u7684\u306b\u4f7f\u7528\u3057\u3066\u62e1\u5f35\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u4e00\u822c\u77e5\u8b58\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n<p><strong>Metacat \u306e\u4e3b\u306a\u6a5f\u80fd:<\/strong><\/p>\n<ol>\n<li><strong>\u30c7\u30fc\u30bf\u306e\u62bd\u8c61\u5316\u3068\u76f8\u4e92\u904b\u7528\u6027:<\/strong> Metacat \u306f\u5171\u901a\u306e\u62bd\u8c61\u5316\u30ec\u30a4\u30e4\u30fc\u3092\u5f62\u6210\u3057\u3001Netflix \u306e\u8907\u6570\u306e\u30af\u30a8\u30ea \u30a8\u30f3\u30b8\u30f3\u3092\u4ecb\u3057\u3066\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u30d3\u30b8\u30cd\u30b9\u304a\u3088\u3073\u30e6\u30fc\u30b6\u30fc\u5b9a\u7fa9\u306e\u30e1\u30bf\u30c7\u30fc\u30bf \u30b9\u30c8\u30a2:<\/strong> Metacat \u306f\u3001\u30c7\u30fc\u30bf\u8cc7\u7523\u306b\u95a2\u3059\u308b\u30d3\u30b8\u30cd\u30b9\u304a\u3088\u3073\u30e6\u30fc\u30b6\u30fc\u5b9a\u7fa9\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u6587\u66f8\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u3001\u30c7\u30fc\u30bf \u30e6\u30fc\u30b6\u30fc\u306b\u30c7\u30fc\u30bf\u8cc7\u7523\u306b\u95a2\u3059\u308b\u3088\u308a\u591a\u304f\u306e\u60c5\u5831\u3068\u3001\u305d\u308c\u3089\u3092\u51e6\u7406\u3059\u308b\u65b9\u6cd5\u306b\u95a2\u3059\u308b\u6a19\u6e96\u7684\u306a\u898f\u5247\u304c\u78ba\u5b9f\u306b\u63d0\u4f9b\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30c7\u30fc\u30bf\u306e\u767a\u898b:<\/strong> Metacat \u306f\u3001ElasticSearch \u3092\u4ecb\u3057\u3066\u30c7\u30fc\u30bf\u306e\u30b9\u30ad\u30fc\u30de \u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u30d3\u30b8\u30cd\u30b9\/\u30e6\u30fc\u30b6\u30fc\u5b9a\u7fa9\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\u306b\u3088\u308b\u30af\u30a8\u30ea\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<li><strong>\u30c7\u30fc\u30bf\u5909\u66f4\u306e\u76e3\u67fb\u3068\u901a\u77e5:<\/strong> \u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u5909\u66f4\u307e\u305f\u306f\u66f4\u65b0\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6ce8\u610f\u304c\u5fc5\u8981\u306a\u30a4\u30d9\u30f3\u30c8\u306e\u30d7\u30c3\u30b7\u30e5\u901a\u77e5\u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<h3>\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb\u306e\u5229\u70b9\u306f\u4f55\u3067\u3059\u304b?<\/h3>\n<p>\u9ad8\u54c1\u8cea\u306e\u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u9069\u5207\u306b\u5206\u985e\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30bf\u30a4\u30d7\u9593\u306e\u30c7\u30fc\u30bf \u30d5\u30ed\u30fc\u3092\u9069\u5207\u306b\u8ffd\u8de1\u3057\u3001\u6539\u5584\u53ef\u80fd\u306a\u30c7\u30fc\u30bf \u30d5\u30ed\u30fc\u306e\u6b20\u9665\u3092\u793a\u3059\u3053\u3068\u3055\u3048\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3082\u3046 1 \u3064\u306e\u512a\u308c\u305f\u6a5f\u80fd\u306f\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3082\u7ba1\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u304c\u6700\u3082\u591a\u304f\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u5834\u6240\u3092\u7279\u5b9a\u3067\u304d\u308b\u305f\u3081\u3001\u6f0f\u6d29\u306e\u30ea\u30b9\u30af\u304c\u8efd\u6e1b\u3055\u308c\u307e\u3059\u3002\u30cf\u30a4\u30a8\u30f3\u30c9\u306e\u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb\u306e\u4e2d\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u65b9\u6cd5\u3092\u7406\u89e3\u3057\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u6a5f\u68b0\u5b66\u7fd2\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u306a\u305c\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf \u30c7\u30a3\u30ec\u30af\u30c8\u30ea \u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb\u306f\u4f9d\u7136\u3068\u3057\u3066\u9ad8\u54c1\u8cea\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3042\u308a\u3001\u5b89\u4fa1\u3067\u3001\u7121\u6599\u306e\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u62e1\u5f35\u6027\u304c\u9ad8\u304f\u3001\u591a\u304f\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba \u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3001\u5236\u9650\u306a\u304f\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u4f01\u696d\u3084\u7d44\u7e54\u3068\u3057\u3066\u3001\u66f4\u65b0\u3092 1 \u4eba\u306e\u958b\u767a\u8005\u306b\u4f9d\u5b58\u3059\u308b\u3053\u3068\u3092\u5fc3\u914d\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u958b\u767a\u8005\u3092\u96c7\u3063\u3066\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u3055\u3089\u306b\u958b\u767a\u3057\u305f\u308a\u3001\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u7c21\u5358\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u305f\u308a\u3067\u304d\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n<h3>\u7d50\u8ad6<\/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>\u6700\u9ad8\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb<\/strong> \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30c7\u30fc\u30bf \u30ab\u30bf\u30ed\u30b0 \u30c4\u30fc\u30eb\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u6b21\u306e\u30b5\u30a4\u30c8\u3092\u3054\u89a7\u306b\u306a\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002 <a href=\"https:\/\/www.gudusoft.com\/jp\/\"><strong>Gudu SQLFlow<\/strong><\/a> \u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3002<\/p>\n<p>\u305d\u306e\u4e00\u3064\u3068\u3057\u3066\u00a0<strong><a href=\"https:\/\/www.dpriver.com\/blog\/2022\/05\/11\/best-data-lineage-tools\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6700\u9ad8\u306e\u30c7\u30fc\u30bf\u7cfb\u7d71\u30c4\u30fc\u30eb<\/a><\/strong>\u00a0\u73fe\u5728\u5e02\u5834\u306b\u51fa\u56de\u3063\u3066\u3044\u308b Gudu SQLFlow \u306f\u3001SQL \u30b9\u30af\u30ea\u30d7\u30c8 \u30d5\u30a1\u30a4\u30eb\u3092\u5206\u6790\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u00a0<a href=\"https:\/\/www.gudusoft.com\/jp\/whats-data-lineage-why-important\/\"><strong>\u30c7\u30fc\u30bf\u7cfb\u7d71<\/strong><\/a>\u3001\u304a\u3088\u3073\u8996\u899a\u7684\u306a\u8868\u793a\u3092\u5b9f\u884c\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u304c CSV \u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u7cfb\u7d71\u3092\u63d0\u4f9b\u3057\u3001\u8996\u899a\u7684\u306a\u8868\u793a\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u00a0<strong>(2022 \u5e74 7 \u6708 16 \u65e5\u306b Ryan \u306b\u3088\u308a\u516c\u958b)<\/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% !important;}.fusion-builder-column-0 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-0{width:100% !important;}.fusion-builder-column-0 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><style type=\"text\/css\">.fusion-body .fusion-flex-container.fusion-builder-row-1{ padding-top : 0px;margin-top : 0px;padding-right : 0px;padding-bottom : 0px;margin-bottom : 0px;padding-left : 0px;}<\/style><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":27,"featured_media":5141,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[178],"tags":[295,294,292,98,296,151,297,293],"_links":{"self":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/posts\/5124"}],"collection":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/comments?post=5124"}],"version-history":[{"count":18,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/posts\/5124\/revisions"}],"predecessor-version":[{"id":5144,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/posts\/5124\/revisions\/5144"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/media\/5141"}],"wp:attachment":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/media?parent=5124"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/categories?post=5124"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/tags?post=5124"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}