{"id":1266,"date":"2024-06-21T00:00:46","date_gmt":"2024-06-20T16:00:46","guid":{"rendered":"https:\/\/cleardatascience.com\/?p=1266"},"modified":"2024-04-15T12:10:40","modified_gmt":"2024-04-15T04:10:40","slug":"data-governance-guidelines-with-open-source-tools","status":"publish","type":"post","link":"https:\/\/cleardatascience.com\/zh-hant\/data-governance-guidelines-with-open-source-tools\/","title":{"rendered":"\u4f7f\u7528\u958b\u6e90\u5de5\u5177\u7684\u6578\u64da\u6cbb\u7406\u6307\u5357"},"content":{"rendered":"<h2>\u6578\u64da\u6cbb\u7406\u901a\u904e\u4e0d\u540c\u7684\u7b56\u7565\u548c\u6a19\u6e96\u63d0\u9ad8\u7d44\u7e54\u6578\u64da\u7684\u53ef\u7528\u6027\u3001\u54c1\u8cea\u548c\u5b89\u5168\u6027\u3002 \u4e0d\u5e78\u7684\u662f\uff0c<span>IBM<\/span>\u3001<span>Informatica <\/span>\u548c<span> SAS <\/span>\u63d0\u4f9b\u7684\u5c08\u6709\u6578\u64da\u6cbb\u7406\u8edf\u9ad4\u50f9\u683c\u975e\u5e38\u9ad8\u3002 \u56e0\u6b64\uff0c\u958b\u6e90\u8edf\u9ad4\u662f\u7121\u9700\u5de8\u984d\u6295\u8cc7\u5373\u53ef\u5be6\u65bd\u6578\u64da\u6cbb\u7406\u7684\u53ef\u80fd\u66ff\u4ee3\u65b9\u6848\u3002<\/h2>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/04\/data-governance-icon-300x300.jpg\" alt=\"\" width=\"300\" height=\"300\" class=\"aligncenter size-medium wp-image-1263\" srcset=\"https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/04\/data-governance-icon-300x300.jpg 300w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/04\/data-governance-icon-150x150.jpg 150w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/04\/data-governance-icon-768x768.jpg 768w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/04\/data-governance-icon-65x65.jpg 65w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/04\/data-governance-icon.jpg 980w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2>\u4ee5\u4e0b\u662f\u8a73\u7d30\u7684\u7d30\u5206\u4ee5\u53ca\u63a8\u85a6\u7684\u958b\u6e90\u8edf\u9ad4\u5de5\u5177\uff1a<\/h2>\n<p><strong>1.\u6578\u64da\u6cbb\u7406\u6846\u67b6\uff1a<\/strong><\/p>\n<ul>\n<li>\u4f7f\u7528<span> Apache Ranger<\/span>\u3001<span>Apache Atlas <\/span>\u6216<span> Metacat <\/span>\u7b49\u958b\u6e90\u5de5\u5177\u5efa\u7acb\u6578\u64da\u6cbb\u7406\u6846\u67b6\uff0c\u5b9a\u7fa9\u89d2\u8272\u3001\u8077\u8cac\u548c\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n<p><strong>2. \u6578\u64da\u54c1\u8cea\u7ba1\u7406\uff1a<\/strong><\/p>\n<ul>\n<li>\u5229\u7528<span>Talend Open Studio<\/span>\u3001<span>Apache Nifi <\/span>\u6216<span>DataCleaner<\/span>\u7b49\u958b\u6e90\u5de5\u5177\u9032\u884c\u6578\u64da\u5206\u6790\u3001\u6e05\u7406\u3001\u6a19\u6e96\u5316\u548c\u9a57\u8b49\u3002<\/li>\n<\/ul>\n<p><strong>\u00a03. \u5143\u6578\u64da\u7ba1\u7406\uff1a<\/strong><\/p>\n<ul>\n<li>\u5be6\u65bd<span> Apache Atlas <\/span>\u6216<span> Apache Metacat <\/span>\u4ee5\u5728\u96c6\u4e2d\u5f0f\u5b58\u5132\u5eab\u4e2d\u7ba1\u7406\u5143\u6578\u64da\u3001\u6587\u6a94\u6578\u64da\u6cbf\u8972\u3001\u95dc\u4fc2\u548c\u5b9a\u7fa9\u3002<\/li>\n<\/ul>\n<p><strong>\u00a04. \u6578\u64da\u5b89\u5168\u548c\u8a2a\u554f\u63a7\u5236\uff1a<\/strong><\/p>\n<ul>\n<li>\u4f7f\u7528<span> OpenLDAP <\/span>\u6216<span> FreeIPA <\/span>\u7b49\u958b\u6e90\u89e3\u6c7a\u65b9\u6848\u9032\u884c\u8eab\u4efd\u9a57\u8b49\uff0c\u4e26\u4f7f\u7528<span> Apache Ranger <\/span>\u9032\u884c\u6388\u6b0a\u548c\u7b56\u7565\u5be6\u65bd\uff0c\u5f9e\u800c\u5be6\u65bd\u5b89\u5168\u63aa\u65bd\u3002<\/li>\n<\/ul>\n<p><strong>\u00a05. \u6578\u64da\u96b1\u79c1\u548c\u5408\u898f\u6027\uff1a<\/strong><\/p>\n<ul>\n<li>\u4f7f\u7528<span> OpenGDPR <\/span>\u6216<span> Apache Ranger <\/span>\u7b49\u5de5\u5177\u7ba1\u7406\u6578\u64da\u96b1\u79c1\u4e26\u9075\u5b88<span> GDPR <\/span>\u6216<span> HIPAA <\/span>\u7b49\u6cd5\u898f\uff0c\u78ba\u4fdd\u5408\u898f\u6027\u3002<\/li>\n<\/ul>\n<p><strong>\u00a06. \u4e3b\u6578\u64da\u7ba1\u7406 \uff08MDM\uff09\uff1a<\/strong><\/p>\n<ul>\n<li>\u5229\u7528<span>Talend MDM<\/span>\u6216<span>Apache Nifi<\/span>\u7b49\u958b\u6e90<span> MDM <\/span>\u5de5\u5177\u9032\u884c\u4e3b\u6578\u64da\u7ba1\u7406\u548c\u6574\u5408\u3002<\/li>\n<\/ul>\n<p><strong>\u00a07. \u6578\u64da\u6cbf\u8972\u548c\u53ef\u8ffd\u6eaf\u6027\uff1a<\/strong><\/p>\n<ul>\n<li>\u5be6\u65bd<span>Apache Atlas<\/span>\u6216\u958b\u6e90<span> Egeria<\/span>\uff0c\u4ee5\u6355\u7372\u548c\u53ef\u8996\u5316\u6578\u64da\u6cbf\u8972\u548c\u53ef\u8ffd\u6eaf\u6027\u3002<\/li>\n<\/ul>\n<p><strong>\u00a08. \u6578\u64da\u4fdd\u7559\u548c\u6b78\u6a94\uff1a<\/strong><\/p>\n<ul>\n<li><span>Apache Hudi <\/span>\u6216<span> Apache Iceberg <\/span>\u53ef\u7528\u65bc\u9ad8\u6548\u7ba1\u7406\u5927\u578b\u6578\u64da\u96c6\u3001\u5be6\u65bd\u6578\u64da\u4fdd\u7559\u7b56\u7565\u548c\u6b78\u6a94\u7b56\u7565\u3002<\/li>\n<\/ul>\n<p><strong>9. \u6cbb\u7406\u5100\u9336\u677f\u548c\u5831\u544a\uff1a<\/strong><\/p>\n<ul>\n<li>\u5229\u7528\u958b\u6e90\u6578\u64da\u53ef\u8996\u5316\u5de5\u5177<span> Superset <\/span>\u5275\u5efa\u7528\u65bc\u76e3\u63a7\u6cbb\u7406\u6307\u6a19\u548c\u5408\u898f\u6027\u7684\u5100\u9336\u677f\u3002<\/li>\n<\/ul>\n<p><strong>\u00a010. \u6301\u7e8c\u76e3\u63a7\u548c\u5be9\u8a08\uff1a<\/strong><\/p>\n<ul>\n<li><span>Apache NiFi<\/span>\u3001<span>OpenDistro for Elasticsearch <\/span>\u6216<span> Apache Kafka <\/span>\u7b49\u5de5\u5177\u53ef\u7528\u65bc\u5c0d\u6578\u64da\u8a2a\u554f\u548c\u4f7f\u7528\u65b9\u5f0f\u9032\u884c\u6301\u7e8c\u76e3\u63a7\u548c\u5be9\u8a08\u3002<\/li>\n<\/ul>\n<p><span>\u00a0<\/span><strong>11. \u57f9\u8a13\u548c\u610f\u8b58\u8a08\u5283\uff1a<\/strong><\/p>\n<ul>\n<li>\u5229\u7528<span> Moodle <\/span>\u6216<span> Open edX <\/span>\u7b49\u958b\u6e90\u5b78\u7fd2\u7ba1\u7406\u7cfb\u7d71 \uff08<span>LMS<\/span>\uff09 \u9032\u884c\u57f9\u8a13\u8ab2\u7a0b\u4e26\u63d0\u9ad8\u610f\u8b58\u3002<\/li>\n<\/ul>\n<p><strong>\u00a012. \u5b9a\u671f\u5be9\u67e5\u548c\u66f4\u65b0\uff1a<\/strong><\/p>\n<ul>\n<li><span>Apache Airflow <\/span>\u6216<span> Redmine <\/span>\u7b49\u5354\u4f5c\u5e73\u81fa\u53ef\u7528\u65bc\u5718\u968a\u5354\u4f5c\u3001\u5b9a\u671f\u5be9\u67e5\u548c\u6578\u64da\u6cbb\u7406\u7b56\u7565\u7684\u66f4\u65b0\u3002<\/li>\n<\/ul>\n<p><span>\u00a0<\/span><\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2><strong>\u7d50\u8ad6\uff1a<\/strong><\/h2>\n<p><span>\u00a0<\/span>\u9019\u4e9b\u958b\u6e90\u5de5\u5177\u70ba\u5be6\u65bd\u6578\u64da\u6cbb\u7406\u63d0\u4f9b\u4e86\u53ef\u64f4\u5c55\u3001\u7d93\u6fdf\u9ad8\u6548\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u540c\u6642\u5141\u8a31\u6839\u64da\u7279\u5b9a\u7d44\u7e54\u8981\u6c42\u9032\u884c\u81ea\u5b9a\u7fa9\u548c\u589e\u5f37\u7684\u9748\u6d3b\u6027\u548c\u793e\u5340\u652f\u63f4\u3002<\/p>\n<h2><\/h2>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6578\u64da\u6cbb\u7406\u901a\u904e\u4e0d\u540c\u7684\u7b56\u7565\u548c\u6a19\u6e96\u63d0\u9ad8\u7d44\u7e54\u6578\u64da [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":1264,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"nf_dc_page":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[139,224],"tags":[239,240,241,242,243,248,247,246,244,245],"class_list":["post-1266","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-science-zh-hant","category--3-zh-hant","tag-catalog-zh-hant","tag-data-governance-zh-hant","tag-lineage-zh-hant","tag-metadata-zh-hant","tag-open-source-zh-hant","tag-248","tag-247","tag-246","tag-244","tag-245"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u4f7f\u7528\u958b\u6e90\u5de5\u5177\u7684\u6578\u64da\u6cbb\u7406\u6307\u5357 - Clear Data Science Limited<\/title>\n<meta name=\"description\" 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