{"id":71656,"date":"2024-11-12T16:10:32","date_gmt":"2024-11-12T08:10:32","guid":{"rendered":"https:\/\/www.vpon.com\/?p=71656"},"modified":"2025-04-01T11:32:11","modified_gmt":"2025-04-01T03:32:11","slug":"what-is-reverse-etl","status":"publish","type":"post","link":"https:\/\/www.vpon.com\/zh-hant\/blogs\/what-is-reverse-etl\/","title":{"rendered":"\u4ec0\u9ebc\u662f\u53cd\u5411 ETL (\u63d0\u53d6\u3001\u8f49\u63db\u3001\u52a0\u8f09)\uff1f<br> \u6253\u7834\u6578\u64da\u5b64\u5cf6\u5be6\u73fe360\u00b0\u6d88\u8cbb\u8005\u8f2a\u5ed3\u6d1e\u5bdf\u7684\u65b0\u5229\u5668"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"71656\" class=\"elementor elementor-71656\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1c2e649 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1c2e649\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-32c9ef7\" data-id=\"32c9ef7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-39c3a82 elementor-widget elementor-widget-text-editor\" data-id=\"39c3a82\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.18.0 - 08-12-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>Reverse ETL (\u4ee5\u4e0b\u5167\u6587\u7a31: \u53cd\u5411 ETL) \u7684\u6982\u5ff5\u51fa\u73fe\uff0c\u4ee3\u8868\u8457\u6578\u64da\u6cbb\u7406\u7684\u4e00\u500b\u95dc\u9375\u8f49\u8b8a\u3002ETL \u662f\u6578\u64da\u6574\u5408\u7684\u7a0b\u5e8f\uff0c\u800c\u300c\u53cd\u5411 ETL\u300d\u662f\u50b3\u7d71 ETL \u904e\u7a0b\u7684\u9006\u5411\u64cd\u4f5c\u3002\u5728\u904e\u53bb\uff0c\u6578\u64da\u50c5\u9650\u65bc\u6578\u64da\u5718\u968a\u80fd\u5920\u8a2a\u554f\u4f7f\u7528\uff0c\u4f46\u96a8\u8457\u53cd\u5411 ETL \u7684\u61c9\u7528\uff0c\u73fe\u5728\u5373\u4f7f\u662f\u975e\u6578\u64da\u90e8\u9580\u7684\u5176\u4ed6\u5718\u968a\u4e5f\u80fd\u5920\u8f15\u9b06\u5730\u8a2a\u554f\u548c\u4f7f\u7528\u6578\u64da\u5009\u5eab\u3002<\/p>\n<p>\u50b3\u7d71 ETL \u5c08\u6ce8\u65bc\u5c07\u6578\u64da\u5f9e\u4f86\u6e90\u7cfb\u7d71\u79fb\u52d5\u5230\u6578\u64da\u5009\u5132\u6216\u6578\u64da\u6e56\u7684\u904e\u7a0b\u3002\u800c\u53cd\u5411 ETL \u525b\u597d\u76f8\u53cd\uff0c\u5c08\u6ce8\u65bc\u5c07\u6578\u64da\u5f9e\u6578\u64da\u5009\u5132\u540c\u6b65\u5230 B2C \u7684\u696d\u52d9\u6216\u884c\u92b7\u5de5\u5177\uff0c\u4f8b\u5982: CRM\u3001\u6216\u884c\u92b7\u81ea\u52d5\u5316\u7684 SaaS \u5de5\u5177\u3002\u800c\u6578\u64da\u63d0\u53d6\u65b9\u5f0f\u7684\u4e0d\u540c\uff0c\u4e5f\u6703\u5927\u5927\u6539\u8b8a\u4e86\u4f01\u696d\u8655\u7406\u548c\u5229\u7528\u6578\u64da\u7684\u61c9\u7528\u3002<\/p>\n<p>\u63a5\u4e0b\u4f86\uff0c\u6211\u5011\u5c07\u63a2\u8a0e\u53cd\u5411 ETL&nbsp;<strong>\u5c07\u5982\u4f55\u6539\u8b8a\u4f01\u696d\u8655\u7406\u6578\u64da\u7684\u65b9\u5f0f\u548c\u6240\u5e36\u4f86\u7684\u512a\u52e2\uff0c\u53ca\u76f8\u95dc\u61c9\u7528\u6848\u4f8b<\/strong>\u3002\u5728\u63a2\u8a0e\u4e4b\u524d\uff0c\u8b93\u6211\u5011\u5148\u4e86\u89e3\u4e00\u4e9b ETL \u7684\u76f8\u95dc\u6982\u5ff5\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e7754fd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e7754fd\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-31143dd\" data-id=\"31143dd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-da01a81 elementor-toc--minimized-on-mobile elementor-widget__width-initial elementor-widget elementor-widget-table-of-contents\" data-id=\"da01a81\" data-element_type=\"widget\" data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;],&quot;exclude_headings_by_selector&quot;:&quot;.seo-ignore&quot;,&quot;minimized_on&quot;:&quot;mobile&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;0&quot;,&quot;sizes&quot;:[]},&quot;marker_view&quot;:&quot;numbers&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor-pro - v3.18.0 - 06-12-2023 *\/\n.elementor-widget-table-of-contents .elementor-toc__header-title{color:var(--header-color)}.elementor-widget-table-of-contents.elementor-toc--collapsed .elementor-toc__toggle-button--collapse,.elementor-widget-table-of-contents:not(.elementor-toc--collapsed) .elementor-toc__toggle-button--expand{display:none}.elementor-widget-table-of-contents .elementor-widget-container{min-height:var(--box-min-height);border:var(--box-border-width,1px) solid var(--box-border-color,#9da5ae);border-radius:var(--box-border-radius,3px);background-color:var(--box-background-color);transition:min-height .4s;overflow:hidden}.elementor-toc__header{display:flex;align-items:center;justify-content:space-between;padding:var(--box-padding,20px);background-color:var(--header-background-color);border-bottom:var(--separator-width,1px) solid var(--box-border-color,#9da5ae)}.elementor-toc__header-title{font-size:18px;margin:0;color:var(--header-color)}.elementor-toc__toggle-button{cursor:pointer;display:inline-flex}.elementor-toc__toggle-button 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.elementor-toc__list-wrapper{margin-top:.5em;margin-left:var(--nested-list-indent,1em)}.elementor-toc__list-item-text:hover{color:var(--item-text-hover-color);-webkit-text-decoration:var(--item-text-hover-decoration);text-decoration:var(--item-text-hover-decoration)}.elementor-toc__list-item-text.elementor-item-active{color:var(--item-text-active-color);-webkit-text-decoration:var(--item-text-active-decoration);text-decoration:var(--item-text-active-decoration)}.elementor-toc__list-item-text-wrapper{display:flex;align-items:center}.elementor-toc__list-item-text-wrapper:before,.elementor-toc__list-item-text-wrapper i{margin-right:8px;color:var(--marker-color)}.elementor-toc__list-item-text-wrapper svg{margin-right:8px;fill:var(--marker-color);height:var(--marker-size,.5em);width:var(--marker-size,.5em)}.elementor-toc__list-item-text-wrapper i{font-size:var(--marker-size,.5em)}.elementor-toc__list-item-text-wrapper:before{font-size:var(--marker-size,1em)}.elementor-toc--content-ellipsis .elementor-toc__list-item-text{white-space:nowrap;overflow:hidden;text-overflow:ellipsis}.elementor-toc__list-items--collapsible>.elementor-toc__list-wrapper>.elementor-toc__list-item>.elementor-toc__list-wrapper{display:none}.elementor-toc__heading-anchor{position:absolute}.elementor-toc__body .elementor-toc__list-item-text{color:var(--item-text-color);-webkit-text-decoration:var(--item-text-decoration);text-decoration:var(--item-text-decoration)}.elementor-toc__body .elementor-toc__list-item-text:hover{color:var(--item-text-hover-color);-webkit-text-decoration:var(--item-text-hover-decoration);text-decoration:var(--item-text-hover-decoration)}.elementor-toc__body .elementor-toc__list-item-text.elementor-item-active{color:var(--item-text-active-color);-webkit-text-decoration:var(--item-text-active-decoration);text-decoration:var(--item-text-active-decoration)}ol.elementor-toc__list-wrapper{counter-reset:item}ol.elementor-toc__list-wrapper .elementor-toc__list-item{counter-increment:item}ol.elementor-toc__list-wrapper .elementor-toc__list-item-text-wrapper:before{content:counters(item,\".\") \". \"}<\/style>\t\t<div class=\"elementor-toc__header\">\n\t\t\t<h4 class=\"elementor-toc__header-title\">\n\t\t\t\tTable of Contents\t\t\t<\/h4>\n\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__da01a81\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__da01a81\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/div>\n\t\t\t\t\t<\/div>\n\t\t<div id=\"elementor-toc__da01a81\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<svg class=\"elementor-toc__spinner eicon-animation-spin e-font-icon-svg e-eicon-loading\" aria-hidden=\"true\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M500 975V858C696 858 858 696 858 500S696 142 500 142 142 304 142 500H25C25 237 238 25 500 25S975 237 975 500 763 975 500 975Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1d84cfe\" data-id=\"1d84cfe\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f77aa44 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f77aa44\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-eebdbc9\" data-id=\"eebdbc9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-24dc36a elementor-widget elementor-widget-heading\" data-id=\"24dc36a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.18.0 - 08-12-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">\u4ec0\u9ebc\u662f\u50b3\u7d71 ETL\uff1f<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-687fc51 elementor-widget elementor-widget-text-editor\" data-id=\"687fc51\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u50b3\u7d71 ETL \u4e0d\u662f\u4e00\u500b\u65b0\u6982\u5ff5\uff0c\u81ea 1970 \u5e74\u4ee3\u4ee5\u4f86\u5c31\u5b58\u5728\u3002\u5b83\u662f\u4e00\u500b\u6578\u64da\u6574\u5408\u904e\u7a0b\uff0c\u5c07\u6578\u64da\u5f9e\u5404\u7a2e\u4f86\u6e90\u7cfb\u7d71\uff08\u5982\u8cc7\u6599\u5eab\u3001\u6587\u4ef6\u3001SaaS \u61c9\u7528\u7a0b\u5f0f\u548c\u61c9\u7528\u7a0b\u5f0f\u4e8b\u4ef6\uff09\u79fb\u52d5\u5230\u76ee\u6a19\u7cfb\u7d71(\u901a\u5e38\u662f\u96c6\u4e2d\u5f0f\u6578\u64da\u5009\u5132\u6216\u6578\u64da\u6e56)\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c9917b0 elementor-widget elementor-widget-text-editor\" data-id=\"c9917b0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u57fa\u672c\u4e0a\uff0c\u9019\u662f\u4e00\u500b\u4f7f\u7528\u9810\u5b9a\u7fa9\u7684\u6578\u64da\u7d50\u69cb\uff0c\u5c07\u6240\u6709\u6578\u64da\u79fb\u52d5\u5230\u4e2d\u592e\u5b58\u5132\u7684\u904e\u7a0b\u3002\u4ee5\u4e0b\u662f\u7c21\u55ae\u7684\u6d41\u7a0b\u8aaa\u660e:<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28babb8 elementor-widget elementor-widget-text-editor\" data-id=\"28babb8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u9996\u5148\uff0c\u4f7f\u7528 SQL \u67e5\u8a62\u5f9e\u4f3a\u670d\u5668\u63d0\u53d6\u6578\u64da\uff0c\u4e5f\u5c31\u662f\u5148\u5f9e\u8cc7\u6599\u4f86\u6e90\u4e2d\u300c\u64f7\u53d6\u300d\u6578\u64da\u3002\u63a5\u4e0b\u4f86\uff0c\u6578\u64da\u88ab\u300c\u8f49\u63db\u300d\u6210\u53ef\u88ab\u5b58\u5132\u5728\u6578\u64da\u5009\u5132\u4e2d\u7684\u7279\u5b9a\u683c\u5f0f\uff0c\u518d\u300c\u8f09\u5165\u300d\u5230\u6578\u64da\u5009\u5132\u3002\u5728\u6b64\u904e\u7a0b\u4e2d\uff0c\u6578\u64da\u6703\u88ab\u6b63\u78ba\u7684\u5c0d\u61c9\u6307\u5b9a\u683c\u5f0f\uff0c\u4ee5\u78ba\u4fdd\u6700\u5f8c\u80fd\u5448\u73fe\u6240\u9700\u7684\u8cc7\u8a0a\u3002\u9019\u4e5f\u662f\u5927\u5bb6\u6240\u719f\u6089\u7684 <strong>ETL<\/strong>\uff08\u64f7\u53d6\u3001\u8f49\u63db\u3001\u8f09\u5165\uff09\u6578\u64da\u8655\u7406\u6d41\u7a0b\u3002<\/p>\n<p>\u6700\u5f8c\uff0c\u4f7f\u7528 API \u63d2\u5165\u6216\u6279\u6b21\u8655\u7406\u5c07\u6578\u64da\u52a0\u8f09\u5230\u65b0\u5de5\u5177\u4e2d\u3002\u6578\u64da\u5728\u6578\u64da\u5009\u5132\u4e2d\u6574\u7406\u597d\u5f8c\uff0c\u5373\u53ef\u9032\u884c\u6578\u64da\u5206\u6790\u548c\u53ef\u8996\u5316\u3002<\/p>\n<p>\u7d93\u904e\u8655\u7406\u904e\u5f8c\u7684\u6578\u64da\uff0c\u5c31\u80fd\u5920\u8b93\u5404\u5718\u968a\u5229\u7528\u548c\u7372\u53d6\u6d1e\u5bdf\u5df2\u958b\u767c\u6f5b\u5728\u7684\u5546\u6a5f\u3002\u7136\u800c\uff0c\u6211\u5011\u767c\u73fe\u4f01\u696d\u7684\u75db\u9ede\u662f : \u7576\u6578\u64da\u6e90\u4e0d\u65b7\u7684\u66f4\u65b0\u6642\uff0c\u6578\u64da\u5c31\u9700\u8981\u4e0d\u65b7\u7dad\u8b77\u53ca\u540c\u6b65\uff0c\u4e26\u4e14\u9700\u8981\u6578\u64da\u5c08\u5bb6\u4f86\u5e6b\u52a9\u63d0\u53d6\u3001\u7ba1\u7406\u548c\u5206\u6790\u6578\u64da\uff0c\u662f\u4e00\u500b\u76f8\u7576\u7e41\u7463\u7684\u6d41\u7a0b\u3002\u6b64\u6642\uff0c\u53cd\u5411 ETL \u7684\u61c9\u7528\u4fbf\u662f\u7684\u95dc\u9375\u6240\u5728\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71a859a elementor-widget elementor-widget-text-editor\" data-id=\"71a859a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-f5e5469 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f5e5469\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e12b4ba elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e12b4ba\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6d592a7\" data-id=\"6d592a7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e55b4cd elementor-widget elementor-widget-heading\" data-id=\"e55b4cd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Reverse ETL \u7684\u904b\u884c\u539f\u7406<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebb398c elementor-widget elementor-widget-text-editor\" data-id=\"ebb398c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u7c21\u55ae\u4f86\u8aaa\uff0c\u53cd\u5411 ETL \u7684\u6838\u5fc3\u529f\u80fd\u662f\uff1a\u5373\u6642\u8655\u7406\u6578\u64da\u5009\u5132\u4e2d\u7684\u6578\u64da\uff0c\u4e26\u5c07\u5176\u540c\u6b65\u65bc\u696d\u52d9\u6216\u884c\u92b7\u61c9\u7528\u7aef\u7684\u5de5\u5177\u3002\u4ee5\u524d\uff0c\u4f7f\u7528\u50b3\u7d71 ETL \u7684\u4f01\u696d\u9700\u8981\u6578\u64da\u5718\u968a\uff0c\u5c07\u6578\u64da\u5f9e\u5404\u7a2e\u6578\u64da\u6e90\u7cfb\u7d71\u79fb\u52d5\u5230\u4e2d\u592e\u6578\u64da\u5009\u5132\u3002\u9019\u540c\u6642\u4e5f\u610f\u5473\u8457\uff1a\u6578\u64da\u9700\u8981\u4e0d\u65b7\u5730\u7531\u6578\u64da\u5c08\u5bb6\u63d0\u53d6\u548c\u7ba1\u7406\u3002\u800c\u300c\u53cd\u5411 ETL \u300d\u53ef\u5e6b\u52a9 IT \u5718\u968a\u4ee5\u66f4\u4e3b\u52d5\u7684\u65b9\u5f0f\uff0c\u8b93\u6578\u64da\u53ef\u88ab\u7528\u65bc\u7d44\u7e54\u4e2d\u5176\u4ed6\u90e8\u9580\u7684\u696d\u52d9\u5de5\u5177\u3002<\/p><p>\u5229\u7528\u53cd\u5411 ETL\uff0c\u6578\u64da\u76f4\u63a5\u63d0\u53d6\u5230\u4e2d\u592e\u6578\u64da\u5009\u5132\u5f8c\uff0c\u5c07\u8655\u7406\u5b8c\u7684\u6578\u64da\u50b3\u56de\u884c\u92b7\u5de5\u5177\uff0c\u7d44\u7e54\u4e2d\u7684\u5176\u4ed6\u90e8\u9580\u53ef\u4ee5\u5728\u66f4\u6613\u65bc\u8a2a\u554f\u7684\u4ecb\u9762\u4e2d\u7372\u53d6\u6578\u64da\uff0c\u5982\u5ba2\u6236\u95dc\u4fc2\u7ba1\u7406(CRM)\u7cfb\u7d71\u3001ERP\u3001CDP\u3001\u884c\u92b7\u5e73\u53f0\u6216\u5176\u4ed6 SaaS \u7522\u54c1\u7b49\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-729c264 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"729c264\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-2d7f996\" data-id=\"2d7f996\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6c6dccc elementor-widget elementor-widget-text-editor\" data-id=\"6c6dccc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>\u8b93\u6211\u5011\u4f86\u770b\u770b\u4ee5\u4e0b\u7684\u4f8b\u5b50:<\/strong><\/p><p>\u5047\u8a2d\u884c\u92b7\u5718\u968a\u6709\u4f7f\u7528\u5100\u8868\u677f\u8edf\u9ad4(\u5982: \u00a0Looker Studio)\u8ffd\u8e64\u6307\u5b9a\u7684 KPI\u3002\u800c\u5728\u67e5\u770b KPI \u5f8c\uff0c\u696d\u52d9\u5718\u968a\u5e0c\u671b\u66f4\u6df1\u5165\u5730\u4e86\u89e3\u6578\u64da\uff0c\u5247\u53ef\u4ee5\u4f7f\u7528\u53cd\u5411 ETL\uff0cCRM \u5c07\u76f4\u63a5\u8207\u6578\u64da\u5009\u5132\u9023\u7dda\uff0c\u7372\u53d6\u696d\u52d9\u5718\u968a\u6240\u9700\u8981\u7684\u76f8\u95dc\u8cc7\u8a0a\uff0c\u5229\u65bc\u5f8c\u7e8c\u9032\u884c\u66f4\u6df1\u5ea6\u7684\u5831\u544a\u548c\u9810\u6e2c\u3002<\/p><p>\u9019\u6a23\u4e00\u4f86\uff0c\u4e0d\u7ba1\u662f\u884c\u92b7\u6216\u696d\u52d9\u5718\u968a\u5c31\u80fd\u66f4\u8f15\u9b06\u3001\u9748\u6d3b\u751a\u81f3\u81ea\u52d5\u5316\u5730\u53d6\u7528\u6578\u64da\uff0c\u7121\u9700\u53d7\u9650\u65bc\u5404\u90e8\u9580\u7684\u6578\u64da\u5b64\u5cf6\uff0c\u78ba\u4fdd\u7d44\u7e54\u4e2d\u7684\u6bcf\u500b\u4eba\u90fd\u80fd\u540c\u6b65\u5373\u6642\u8cc7\u8a0a\u3002\u4ed6\u5011\u53ef\u4ee5\u76f4\u63a5\u5b58\u53d6\u7d71\u4e00\u7ba1\u7406\u7684\u4e2d\u592e\u6578\u64da\u5009\u5132\uff0c\u66f4\u6709\u6548\u7387\u5730\u9032\u884c\u5206\u6790\u548c\u6c7a\u7b56\u3002\u9019\u4e0d\u50c5\u63d0\u9ad8\u4e86\u6578\u64da\u53ef\u7528\u6027\uff0c\u4e5f\u6e1b\u5c11\u4e86\u90e8\u9580\u9593\u6578\u64da\u4ea4\u63db\u7684\u969c\u7919\uff0c\u4fc3\u9032\u4e86\u6574\u500b\u7d44\u7e54\u7684\u5354\u4f5c\u6548\u7387\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-1602933 elementor-widget elementor-widget-text-editor\" data-id=\"1602933\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-18618ac elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"18618ac\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8dadeb2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8dadeb2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9f9c0b4\" data-id=\"9f9c0b4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b413e54 elementor-widget elementor-widget-heading\" data-id=\"b413e54\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Reverse ETL \u7684\u57fa\u790e\u7d44\u6210\u67b6\u69cb <\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a0cde6 elementor-widget elementor-widget-text-editor\" data-id=\"1a0cde6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u53cd\u5411 ETL \u900f\u904e\u5411\u6578\u64da\u5009\u5132\u767c\u9001\u67e5\u8a62\uff0c\u4e26\u5c07\u67e5\u8a62\u7d50\u679c\u5beb\u5165\u5df2\u4e32\u63a5\u7684\u5404\u7a2e\u884c\u92b7\u5de5\u5177\u4f86\u5de5\u4f5c\u3002\u6709\u56db\u500b\u57fa\u672c\u7d44\u6210\u90e8\u5206\u9700\u8981\u8003\u616e\uff1a<strong>\u4f86\u6e90\u3001\u6a21\u578b\u3001\u540c\u6b65\u548c\u76ee\u7684\u5730<\/strong>\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-581c97e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"581c97e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-7050006\" data-id=\"7050006\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-32d37c3 elementor-widget elementor-widget-text-editor\" data-id=\"32d37c3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>\u4f86\u6e90\uff1a<\/strong>\u00a0\u6578\u64da\u7684\u4f86\u6e90\u3002\u901a\u5e38\u662f\u96f2\u7aef\u74b0\u5883\u4e2d\u592e\u6578\u64da\u5009\u5132\uff0c\u5982 BigQuery \u6216 Snowflake\u3002\u7136\u800c\uff0c\u5b83\u4e5f\u53ef\u80fd\u6307\u7684\u662f\u7db2\u7ad9\u6216\u96f2\u7aef\u5132\u5b58\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-cad7539 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cad7539\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-8f1036a\" data-id=\"8f1036a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fc623b7 elementor-widget elementor-widget-text-editor\" data-id=\"fc623b7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>\u6a21\u578b\uff1a<\/strong>\u00a0\u5e0c\u671b\u6dfb\u52a0\u5230\u76ee\u7684\u5730\u7684\u7279\u5b9a\u6578\u64da\u96c6\u3002\u9019\u5305\u62ec\u53ef\u4ee5\u7528\u4f86\u5b9a\u7fa9\u6578\u64da\u5c07\u5982\u4f55\u8868\u793a\uff0c\u4ee5\u53ca\u5e0c\u671b\u5f9e\u4f86\u6e90\u63d0\u53d6\u54ea\u4e9b\u6578\u64da\u7684 SQL \u8a9e\u53e5\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a30f0cc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a30f0cc\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-1654448\" data-id=\"1654448\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-82e9f26 elementor-widget elementor-widget-text-editor\" data-id=\"82e9f26\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>\u540c\u6b65\uff1a<\/strong><strong>\u00a0<\/strong>\u9019\u662f\u5b9a\u7fa9\u6a21\u578b\u6578\u64da\u4e26\u8072\u660e\u6578\u64da\u7522\u51fa\u7684\u683c\u5f0f\uff0c\u4ee5\u7b26\u5408\u6700\u7d42\u9078\u64c7\u7684\u884c\u92b7\u81ea\u52d5\u5316\u8edf\u9ad4\u5de5\u5177\u4e2d\u6240\u9700\u7684\u6b04\u4f4d\u7684\u4e00\u7a2e\u904e\u7a0b\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6486884 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6486884\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-3e2aef4\" data-id=\"3e2aef4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fc09bd4 elementor-widget elementor-widget-text-editor\" data-id=\"fc09bd4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>\u76ee\u7684\u5730\uff1a<\/strong>\u00a0\u5c07\u6578\u64da\u50b3\u9001\u5230\u7684 SaaS \u8edf\u9ad4\u6216\u5de5\u5177\uff0c\u53ef\u80fd\u662f CRM\u3001ERP \u3001 SMS \u3001\u884c\u92b7\u5e73\u53f0\u7b49\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-220262c elementor-widget elementor-widget-text-editor\" data-id=\"220262c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-dd357f9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dd357f9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-64f110c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"64f110c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2298562\" data-id=\"2298562\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1e8a50b elementor-widget elementor-widget-heading\" data-id=\"1e8a50b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u63a1\u7528\u53cd\u5411 ETL \u7684\u597d\u8655\uff1a\u89e3\u6c7a CDP \u7684\u75db\u9ede\u6240\u5728<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3913060 elementor-widget elementor-widget-text-editor\" data-id=\"3913060\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u8b93\u6211\u5011\u4f86\u770b\u770b\u70ba\u4ec0\u9ebc\u4f01\u696d\u9700\u8981\u63a1\u7528\u53cd\u5411ETL\u7684\u7406\u7531\u53ca\u512a\u52e2\u6240\u5728\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-238f500 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"238f500\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-d5c62b9\" data-id=\"d5c62b9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e1b9498 elementor-widget elementor-widget-heading\" data-id=\"e1b9498\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u907f\u514d\u6578\u64da\u5b64\u5cf6<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-349bc18 elementor-widget elementor-widget-text-editor\" data-id=\"349bc18\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u6578\u64da\u5728\u60a8\u7684\u4f01\u696d\u4e2d\u61c9\u8a72\u662f\u5bf6\u8cb4\u7684\u3002\u7372\u53d6\u5546\u6a5f\u3001\u4fdd\u7559\u5ba2\u6236\u3001\u767c\u73fe\u5f85\u6539\u5584\u4e4b\u8655\u7b49\u7b49\u3002\u96d6\u8aaa\u5982\u6b64\uff0c\u60a8\u53ef\u80fd\u6703\u9a5a\u8a1d\u5730\u767c\u73fe\uff0c\u5e73\u5747\u6709 73% \u7684\u4f01\u696d\u6578\u64da\u672a\u88ab\u4f7f\u7528\u3002\u4f46\u63a1\u7528\u53cd\u5411 ETL \u5f8c\u53ef\u4ee5\u6539\u8b8a\u9019\u4e00\u9ede\u3002<\/p><p>\u9019\u8207\u6578\u64da\u5b64\u5cf6\u6709\u95dc\uff0c\u56e0\u70ba\u6bcf\u500b\u90e8\u9580\u901a\u5e38\u53ea\u8003\u616e\u81ea\u5df1\u5718\u968a\u6240\u751f\u6210\u7684\u6578\u64da\uff0c\u800c\u9019\u6a23\u7684\u60c5\u5883\u5f88\u5e38\u767c\u751f\uff0c\u4f8b\uff1a\u5ba2\u6236\u670d\u52d9\u90e8\u770b\u5230\u7684\u662f\u67d0\u500b\u7522\u54c1\u7684\u6295\u8a34\u6848\u4f8b\u589e\u52a0\u3001\u800c\u8ca1\u52d9\u90e8\u9580\u6ce8\u610f\u5230\u7684\u662f\u8cfc\u8cb7\u5546\u54c1\u7684\u9867\u5ba2\u62d2\u7d55\u652f\u4ed8\u3002\u56e0\u70ba\u6578\u64da\u5b64\u5cf6\u7684\u95dc\u4fc2\uff0c\u4ed6\u5011\u5f88\u53ef\u80fd\u88ab\u8996\u70ba\u5169\u500b\u7368\u7acb\u7684\u554f\u984c\u3002\u800c\u53cd\u5411 ETL\uff0c\u5247\u53ef\u4ee5\u4f7f\u9019\u4e9b\u8cc7\u8a0a\u5728\u8de8\u90e8\u9580\u4e4b\u9593\u5171\u4eab\uff0c\u5c07\u6574\u500b\u516c\u53f8\u7684\u6578\u64da\u4e32\u806f\u8d77\u4f86\uff0c\u5171\u540c\u63d0\u51fa\u89e3\u6c7a\u65b9\u6848\u3002<\/p><p>\u6700\u91cd\u8981\u7684\u662f\uff0c\u9019\u4e9b\u6578\u64da\u90fd\u53ef\u4ee5\u5728\u539f\u672c\u719f\u6089\u7684\u5de5\u5177\u4e2d\u64cd\u4f5c\uff0c\u4e0d\u9700\u8981\u6d6a\u8cbb\u6642\u9593\u91cd\u65b0\u57f9\u8a13\u92b7\u552e\u5718\u968a\u4f7f\u7528\u65b0\u7684\u6703\u8a08\u8edf\u9ad4\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3bdbb57 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3bdbb57\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-167e94c\" data-id=\"167e94c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-de5dfde elementor-widget elementor-widget-heading\" data-id=\"de5dfde\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u6df1\u5165\u6316\u6398\u6578\u64da<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8716629 elementor-widget elementor-widget-text-editor\" data-id=\"8716629\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u8a31\u591a\u516c\u53f8\u9700\u8981\u8ffd\u8e64 KPI\uff0c\u4f46\u5f80\u5f80\u767c\u73fe\u8981\u53d6\u5f97\u66f4\u6df1\u5ea6\u7684\u8cc7\u8a0a\u5f88\u56f0\u96e3\u3002\u53cd\u5411 ETL \u8207\u53ef\u7d44\u5408\u5f0f CDP \u7684\u7d50\u5408\uff0c\u900f\u904e\u63a7\u5236\u5c64\u4f7f\u5f97\u6578\u64da\u7684\u53d6\u5f97\u8b8a\u5f97\u5bb9\u6613\u3002\u4ee5\u53ef\u7d44\u5408\u5f0fCDP \u4f5c\u70ba\u4e00\u7ad9\u5f0f\u6578\u64da\u7ba1\u7406\u5e73\u53f0\uff0c\u53ef\u4ee5\u66f4\u6df1\u5165\u5730\u5206\u6790\u6578\u64da\uff0c\u4e26\u4e14\u63d0\u51fa\u5982\u4f55\u6539\u9032\u696d\u52d9\u7684\u65b0\u6d1e\u5bdf\u3002\u540c\u6642\u964d\u4f4e\u8de8\u90e8\u9580\u8cc7\u8a0a\u4e0d\u6d41\u901a\u6240\u884d\u4f38\u7684\u554f\u984c\uff0c\u6709\u6548\u63d0\u5347\u90e8\u9580\u5354\u4f5c\u7684\u904b\u71df\u6548\u7387\u3002\u4f8b\u5982: \u5f9e\u4e0a\u8ff0\u7684\u6848\u4f8b\u4e2d\uff0c\u5728\u53d6\u5f97\u66f4\u5b8c\u6574\u5168\u9762\u7684\u8cc7\u8a0a\u5f8c\uff0c\u53ef\u5229\u7528\u884c\u92b7\u4f86\u6539\u5584\u9867\u5ba2\u9ad4\u9a57\u4e26\u6e1b\u5c11\u696d\u52d9\u6d41\u5931\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-9b8669a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9b8669a\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-1f2605a\" data-id=\"1f2605a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4943b39 elementor-widget elementor-widget-heading\" data-id=\"4943b39\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u52a9\u529b\u6578\u64da\u5718\u968a\u96c6\u4e2d\u8cc7\u6e90<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a37233e elementor-widget elementor-widget-text-editor\" data-id=\"a37233e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u5982\u679c\u6240\u6709\u6578\u64da\u90fd\u5b58\u5132\u5728\u4e2d\u592e\u6578\u64da\u5eab\u4e2d\uff0c\u6578\u64da\u5718\u968a\u53ef\u80fd\u6bcf\u5929\u9700\u8981\u8655\u7406\u591a\u500b ETL \u8acb\u6c42\u3002\u6536\u96c6\u76f8\u95dc\u6578\u64da\u770b\u4f3c\u7c21\u55ae\uff0c\u4f46\u9700\u8981\u6642\u9593\u3002\u53cd\u5411 ETL \u5c07\u53ef\u5354\u52a9\u6578\u64da\u5718\u968a\u91cb\u653e\u66f4\u591a\u7684\u6642\u9593\uff0c\u5c07\u8cc7\u6e90\u6392\u7a0b\u96c6\u4e2d\u5728\u66f4\u91cd\u8981\u7684\u4e8b\u60c5\u4e0a\uff0c\u9019\u4e5f\u6709\u52a9\u65bc\u70ba\u5c07\u4f86\u7684\u696d\u52d9\u767c\u5c55\u63d0\u524d\u505a\u597d\u6e96\u5099\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-953a232 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"953a232\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-459fb31\" data-id=\"459fb31\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dc4bb21 elementor-widget elementor-widget-heading\" data-id=\"dc4bb21\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u589e\u9032\u81ea\u52d5\u5316<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-388b314 elementor-widget elementor-widget-text-editor\" data-id=\"388b314\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u53cd\u5411 ETL \u53ef\u4ee5\u5e6b\u52a9 IT \u5718\u968a\uff0c\u81ea\u52d5\u5316\u4e00\u4e9b\u4efb\u52d9\u4ee5\u7bc0\u7701\u6642\u9593\u3002\u5982\uff1a\u6e1b\u5c11\u63d0\u53d6 CSV \u6587\u4ef6\u4e26\u5c07\u5176\u8f38\u5165\u8edf\u9ad4\u7684\u9700\u6c42\u3002\u7576\u82b1\u5728\u7463\u788e\u4efb\u52d9\u4e0a\u7684\u6642\u9593\u8d8a\u5c11\uff0c\u53ef\u88ab\u5c08\u6ce8\u696d\u52d9\u767c\u5c55\u7684\u6642\u9593\u5c31\u8d8a\u591a\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e2e9a7 elementor-widget elementor-widget-text-editor\" data-id=\"4e2e9a7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-8bd1cdb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8bd1cdb\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5682e1a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5682e1a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9f8179e\" data-id=\"9f8179e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-877e6c9 elementor-widget elementor-widget-heading\" data-id=\"877e6c9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u53cd\u5411 ETL \u5728\u53ef\u7d44\u5408\u9867\u5ba2\u6578\u64da\u5e73\u53f0(Composable CDP) \u7684\u91cd\u8981\u6027 <\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95d1a91 elementor-widget elementor-widget-text-editor\" data-id=\"95d1a91\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><a href=\"https:\/\/www.vpon.com\/zh-hant\/ccdp\/\">\u53ef\u7d44\u5408\u5f0f\u7684<span data-teams=\"true\">\u9867\u5ba2<\/span>\u6578\u64da\u5e73\u53f0 (Composable CDP)<\/a>\uff0c\u900f\u904e\u53cd\u5411ETL\u9023\u7d50CDP\u63a7\u5236\u5c64\u8207\u6578\u64da\u5009\u5132\uff0c\u628a\u6578\u64da\u540c\u6b65\u81f3\u4e32\u63a5\u7684\u884c\u92b7\u5de5\u5177\u3002\u4f01\u696d\u5229\u7528\u9019\u7a2e\u65b9\u5f0f\u5efa\u7acb\u6578\u64da\u57fa\u790e\u67b6\u69cb\uff0c\u4e0d\u50c5\u80fd\u5920\u6709\u6548\u7387\u5730\u9032\u884c\u6578\u64da\u7ba1\u7406\u4e5f\u80fd\u5c07\u7dad\u904b\u7684\u6210\u672c\u964d\u5230\u6700\u4f4e\u3002<\/p><p>\u4e0d\u540c\u65bc\u4e00\u822c\u5957\u88dd\u5f0f\u7684 CDP\uff0c\u53ef\u7d44\u5408\u5f0f CDP \u8207 \u53cd\u5411 ETL \u7d50\u5408\u7684\u61c9\u7528\uff0c\u4f7f\u4f01\u696d\u80fd\u66f4\u6df1\u5165\u5730\u4e86\u89e3\u9867\u5ba2\u7684\u8f2a\u5ed3\u4e26\u7cbe\u6e96\u5730\u7d30\u5206\u53d7\u773e\u3002\u4f01\u696d\u66f4\u80fd\u81ea\u7531\u5730\u4f7f\u7528\u7b2c\u4e00\u65b9\u6578\u64da\uff0c\u540c\u6642\u5c07\u53cd\u994b\u53ca\u6642\u56de\u50b3\u66f4\u65b0\u65bc\u4e2d\u592e\u7684\u6578\u64da\u5009\u5132\uff0c\u78ba\u4fdd\u5718\u968a\u4e2d\u7684\u6bcf\u500b\u4eba\u90fd\u53ef\u4ee5\u7372\u53d6\u548c\u67e5\u770b\u6700\u65b0\u6578\u64da\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dff5a11 elementor-widget elementor-widget-text-editor\" data-id=\"dff5a11\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5c4d04c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5c4d04c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-81fd151 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"81fd151\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-42e4188\" data-id=\"42e4188\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-76871b6 elementor-widget elementor-widget-heading\" data-id=\"76871b6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">ETL+\u53ef\u7d44\u5408\u5f0fCDP\u5c0e\u5165\u5be6\u52d9\u8207\u512a\u52e2<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df9e0bd elementor-widget elementor-widget-text-editor\" data-id=\"df9e0bd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u5982\u540c\u4e0a\u8ff0\u7684\u4ecb\u7d39\u548c\u8aaa\u660e\uff0c\u6709\u5f88\u591a\u7684\u60c5\u5883\u9069\u7528\u53cd\u5411 ETL\u3002\u9996\u5148\uff0c\u9019\u500b\u6280\u8853\u975e\u5e38\u9069\u5408\u4f5c\u6578\u64da\u7684\u79fb\u8f49\uff1a\u5c07\u6578\u64da\u5f9e\u4e00\u500b\u8edf\u9ad4\u5de5\u5177\u9023\u63a5\u5230\u53e6\u4e00\u500b\u8edf\u9ad4\u5de5\u5177\u3002\u96d6\u7136\u73fe\u5728\u8a31\u591a\u5de5\u5177\u90fd\u6709 API \u6574\u5408\uff0c\u4f7f\u9019\u4e00\u904e\u7a0b\u8b8a\u5f97\u66f4\u52a0\u5bb9\u6613\uff0c\u4f46\u4e26\u4e0d\u662f\u6bcf\u6b21\u7e3d\u662f\u53ef\u884c\u3002\u53cd\u5411 ETL \u53ef\u4ee5\u5354\u52a9\u4f01\u696d\u514b\u670d\u9019\u500b\u554f\u984c\uff0c\u4f7f\u8edf\u9ad4\u79fb\u8f49\u7a0b\u5e8f\u80fd\u5920\u7121\u7e2b\u5730\u4ea4\u63db\u6578\u64da\u3002<\/p><p>\u63a5\u4e0b\u4f86\u8b93\u6211\u5011\u7528\u4ee5\u4e0b\u4f8b\u5b50\u8aaa\u660e\uff0c\u53ef\u7d44\u5408\u5f0fCDP\u7d50\u5408\u53cd\u5411ETL\u5982\u4f55\u70ba\u4f01\u696d\u6536\u96c6\u5230\u66f4\u5168\u9762\u53d7\u773e\u7684\u6578\u64da\u4e14\u5e36\u4f86\u696d\u7e3e\u589e\u9577\u3002\u5047\u8a2d\u4eca\u5929\u8a2d\u5b9a\u4e86\u4e00\u6a94Meta\u4e0a\u7684\u5ee3\u544a\u6d3b\u52d5\uff0c\u5728\u5ee3\u544a\u5e73\u53f0\u4e0a\u53ef\u4ee5\u770b\u5230\u6709\u591a\u5c11\u4eba\u89c0\u770b\u4e86\u5ee3\u544a\uff0c\u4f46\u662f\u900f\u904e\u53cd\u5411ETL\u5c07\u5e73\u53f0\u6578\u64da\u53ca\u6642\u50b3\u56de\u4e2d\u592e\u6578\u64da\u5009\u5132\u5f8c\uff0c\u9084\u53ef\u4ee5\u540c\u6b65\u770b\u5230\u7684\u662f\uff1a\u6709\u591a\u5c11\u4eba\u57fa\u65bc\u8a72\u5ee3\u544a\u6d3b\u52d5\u8cfc\u8cb7\u4e86\u7522\u54c1\u3002\u53ef\u66f4\u6df1\u5165\u5730\u8a8d\u8b58\u8207\u5ee3\u544a\u53d7\u773e\u7684\u4e92\u52d5\uff0c\u4e26\u4ee5\u6b64\u70ba\u57fa\u790e\u512a\u5316\u4e0b\u4e00\u6a94\u7684\u5ee3\u544a\u6d3b\u52d5\u7684\u5ba2\u6236\u9ad4\u9a57\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0309070 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0309070\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-bcf9901\" data-id=\"bcf9901\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-62cad2c elementor-widget elementor-widget-text-editor\" data-id=\"62cad2c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>\u8209\u4f8b\uff1a<\/strong>\u5047\u8a2d\u60a8\u7684\u92b7\u552e\u5718\u968a\u4f7f\u7528 Salesforce\uff0c\u60a8\u7684\u884c\u92b7\u5718\u968a\u4f7f\u7528 HubSpot\uff0c\u800c Zoho Inventory \u8ffd\u8e64\u60a8\u624b\u982d\u7684\u5eab\u5b58\u91cf\u3002\u53cd\u5411 ETL \u53ef\u4ee5\u5c07\u9019\u4e9b\u61c9\u7528\u7a0b\u5f0f\u4e2d\u7684\u6240\u6709\u6578\u64da\u6574\u5408\u5728\u540c\u4e00\u500b\u53ef\u7d44\u5408\u5f0fCDP\u5e73\u53f0\uff0c\u8b93\u6bcf\u500b\u5718\u968a\u5c0d\u696d\u52d9\u6709\u66f4\u5168\u9762\u7684\u4e86\u89e3\u3002\u5982\u6b64\u4e00\u4f86\uff0c\u884c\u92b7\u5718\u968a\u53ef\u4ee5\u770b\u5230\u54ea\u4e9b\u7522\u54c1\u92b7\u552e\u5f97\u597d\uff0c\u54ea\u4e9b\u7522\u54c1\u92b7\u552e\u5f97\u4e0d\u597d\u3002<\/p><p><strong>\u53e6\u4e00\u500b\u65e5\u5e38\u4f7f\u7528\u60c5\u5883\u662f\uff1a<\/strong>\u6578\u64da\u5b58\u5132\u5728\u96f2\u7aef\u4e2d\u592e\u4f3a\u670d\u5668\u4e0a\uff0c\u900f\u904e\u53cd\u5411 ETL \u5c07\u6578\u64da\u8f09\u5165\u5230\u7d44\u7e54\u6240\u4f7f\u7528\u7684\u8edf\u9ad4\u5de5\u5177\uff0c\u4f7f\u6bcf\u500b\u8edf\u9ad4\u7136\u5f8c\u53ef\u4ee5\u8207\u96f2\u7aef\u4e2d\u592e\u4f3a\u670d\u5668\u540c\u6b65\uff0c\u5275\u5efa\u4e00\u500b\u4e0d\u65b7\u66f4\u65b0\u7684\u6578\u64da\u5faa\u74b0\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-5eaaa1e elementor-widget elementor-widget-text-editor\" data-id=\"5eaaa1e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-91d3642 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"91d3642\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f090da1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f090da1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-799cd3c\" data-id=\"799cd3c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d18058b elementor-widget elementor-widget-heading\" data-id=\"d18058b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u7d50\u8ad6 : \u73fe\u4ee3\u884c\u92b7\u6280\u8853\u6574\u5408\u8207\u53ef\u7d44\u5408\u5f0f\u9867\u5ba2\u6578\u64da\u5e73\u53f0<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49e319c elementor-widget elementor-widget-text-editor\" data-id=\"49e319c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u73fe\u4ee3\u884c\u92b7\u5de5\u5177\u591a\u5143\uff0c\u5982: \u96fb\u5b50\u90f5\u4ef6\u3001\u793e\u4ea4\u5a92\u9ad4\u3001App\u3001\u5ee3\u544a\u5e73\u53f0\u3001\u554f\u5238\u8abf\u67e5\u5de5\u5177\u7b49\uff0c\u7136\u800c\u5728\u6578\u64da\u7684\u6536\u96c6\u537b\u4e5f\u7522\u751f\u788e\u7247\u5316\u7684\u554f\u984c\u3002\u5728\u6578\u4f4d\u6642\u4ee3\uff0c\u5feb\u901f\u4e14\u6709\u6548\u5730\u5229\u7528\u6578\u64da\u662f\u6210\u529f\u7684\u95dc\u9375\uff0c\u6536\u96c6\u6578\u64da\u4e0d\u61c9\u8a72\u662f\u4e00\u4ef6\u56f0\u96e3\u7684\u4e8b\u60c5\u3002\u50b3\u7d71\u7684 ETL \u9700\u8981\u5927\u91cf\u7684\u6280\u8853\u77e5\u8b58\uff0c\u4e26\u4e14\u5728\u6578\u64da\u7ba1\u7406\u65b9\u9762\u6548\u7387\u4e0d\u9ad8\uff0c\u5c0e\u81f4\u6578\u64da\u7121\u6cd5\u6709\u6548\u6574\u5408\u548c\u5229\u7528\uff0c\u4f01\u696d\u4e2d\u7684\u5176\u4ed6\u90e8\u9580\u96e3\u4ee5\u7372\u5f97\u5168\u9762\u7684\u6578\u64da\u8996\u5716\uff0c\u5c0e\u81f4\u7b56\u7565\u4e0a\u51fa\u73fe\u6f0f\u6d1e\u3002\u7136\u800c\uff0c\u96a8\u8457\u53cd\u5411 ETL \u548c\u53ef\u7d44\u5408\u5f0f\u7684 CDP \u5c0e\u5165\uff0c\u7d44\u7e54\u4e2d\u7684\u6bcf\u500b\u90e8\u9580\u90fd\u53ef\u4ee5\u8f15\u9b06\u8a2a\u554f\u6240\u6709\u6578\u64da\uff0c\u4e26\u5229\u7528\u6240\u6709\u76f8\u95dc\u6578\u64da\uff0c\u800c\u4e0d\u5fc5\u64d4\u5fc3\u6578\u64da\u6280\u8853\u65b9\u9762\u7684\u554f\u984c\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-efa5a46 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"efa5a46\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d6b76bd elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d6b76bd\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3af40a4\" data-id=\"3af40a4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9a195c2 elementor-widget elementor-widget-heading\" data-id=\"9a195c2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Vpon \u53ef\u7d44\u5408\u5f0f CDP \u6a21\u7d44\u5316\u6846\u67b6 \u2013 \u5f48\u6027\u81ea\u9078\u4e00\u7ad9\u5f0f\u6578\u64da\u5e73\u53f0<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1fe977 elementor-widget elementor-widget-text-editor\" data-id=\"b1fe977\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u4f5c\u70ba\u73fe\u4ee3\u4e3b\u6d41\u7684\u9867\u5ba2\u6578\u64da\u7ba1\u7406\u5e73\u53f0\uff0cVpon CCDP \u7279\u8272\u5982\u4e0b:<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-448adad elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"448adad\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-ff83f05\" data-id=\"ff83f05\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-12aee01 elementor-widget elementor-widget-heading\" data-id=\"12aee01\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u7121\u9700\u9396\u5b9a\u4f9b\u61c9\u5546<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-055292b elementor-widget elementor-widget-text-editor\" data-id=\"055292b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>CCDP \u53ef\u8207\u4efb\u4f55\u6578\u64da\u5eab\u642d\u914d\u4f7f\u7528\u3002 \u8b93\u4f01\u696d\u53ef\u4ee5\u6839\u64da\u696d\u52d9\u9700\u6c42\u7684\u8b8a\u5316\u8f15\u9b06\u5207\u63db\u9078\u9805\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-74e376d\" data-id=\"74e376d\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e382d03 elementor-widget elementor-widget-heading\" data-id=\"e382d03\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u80fd\u5920\u4f7f\u7528\u7b2c\u4e00\u65b9\u6578\u64da<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-812f2ec elementor-widget elementor-widget-text-editor\" data-id=\"812f2ec\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u53ef\u4ee5\u66f4\u597d\u5730\u5ba2\u88fd\u5316 CCDP\uff0c\u8b93\u4f01\u696d\u80fd\u5920\u6574\u5408\u5bf6\u8cb4\u7684\u7b2c\u4e00\u65b9\u6578\u64da\u4f86\u6e90\u4ee5\u6eff\u8db3\u9700\u6c42\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-ead2ba2\" data-id=\"ead2ba2\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ecf22d8 elementor-widget elementor-widget-heading\" data-id=\"ecf22d8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u6a21\u7d44\u5316\u65b9\u6cd5<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-533ad85 elementor-widget elementor-widget-text-editor\" data-id=\"533ad85\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u4f01\u696d\u53ef\u4ee5\u9078\u64c7\u6240\u9700\u7684\u6578\u64da\u6536\u96c6\u3001\u5132\u5b58\u548c\u555f\u52d5\u5de5\u5177\u3002 \u4e00\u5207\u4ee5\u5ba2\u88fd\u5316\u7684\u65b9\u5f0f\u9078\u64c7\u6240\u9700\u7684\u6a21\u7d44\uff0c\u7121\u9700\u8ca0\u64d4\u90a3\u4e9b\u7528\u4e0d\u5230\u6a21\u7d44\u7684\u8cbb\u7528\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-06bc45e\" data-id=\"06bc45e\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c6b931c elementor-widget elementor-widget-heading\" data-id=\"c6b931c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u7121\u9700\u4e86\u89e3\u7de8\u78bc<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eec77d7 elementor-widget elementor-widget-text-editor\" data-id=\"eec77d7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u8f15\u9b06\u8a2d\u5b9a\u548c\u4f7f\u7528 CCDP\uff0c\u5927\u5927\u6e1b\u8f15 IT \u5718\u968a\u7684\u58d3\u529b\u3002<strong>\u00a0<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-05b94dc elementor-widget elementor-widget-text-editor\" data-id=\"05b94dc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u53ef\u7d44\u5408\u5f0f(Composable)\u7684\u9867\u5ba2\u6578\u64da\u5e73\u53f0(CDP)\uff0c\u70ba\u4f01\u696d\u5e36\u4f86\u4e00\u500b\u66f4\u5f48\u6027\u3001\u66f4\u7b26\u5408\u9700\u6c42\u7684\u65b0\u9078\u64c7\u3002\u53ef\u89e3\u6c7a\u4f01\u696d\u5728\u5be6\u52d9\u64cd\u4f5c\u9762\u4e0a\u6240\u9047\u5230\u7684\u6311\u6230\u8207\u56f0\u5883\uff0c\u53ef\u505a\u70ba\u73fe\u6709\u6578\u64da\u6536\u96c6\u548c\u5132\u5b58\u7cfb\u7d71\u8207\u7b2c\u4e00\u7dda\u5de5\u5177\u4e4b\u9593\u7684\u7ba1\u9053\u3002(\u5ef6\u4f38\u95b1\u8b80: <a href=\"https:\/\/www.vpon.com\/zh-hant\/blogs\/what-is-a-composable-cdp-ccdp-and-why-you-should-migrate-to-it\/\">\u53ef\u7d44\u5408\u5f0f\u9867\u5ba2\u6578\u64da\u5e73\u53f0-\u8b93\u6578\u64da\u81ea\u4e3b\u6b0a\u9084\u7d66\u54c1\u724c\u4e3b<\/a>)<\/p><p>Vpon \u63d0\u4f9b\u7684\u53ef\u7d44\u5408\u5f0f CDP \u89e3\u6c7a\u65b9\u6848\uff0c\u9075\u5f9e\u6578\u64da\u6cbb\u7406\u548c AI \u6cbb\u7406\u7684\u539f\u5247\uff0c\u6839\u64da\u4f01\u696d\u5728\u6578\u4f4d\u8f49\u578b\u7684\u4e0d\u540c\u968e\u6bb5\uff0c\u5efa\u7acb\u4e86\u5c0d\u61c9\u7684\u6a21\u7d44\u5316\u6846\u67b6\uff0c\u5f9e\u6578\u64da\u6536\u96c6\u3001\u6578\u64da\u5206\u6790\u3001\u5230 AI \u61c9\u7528\uff0c\u5206\u5225\u6709\u4e0d\u540c\u7684\u5340\u584a\u6a21\u7d44\uff0c\u5354\u52a9\u4f01\u696d\u5efa\u7f6e\u5c08\u5c6c\u65bc\u81ea\u8eab\u7684\u9867\u5ba2\u6578\u64da\u5e73\u53f0\uff0c\u4e32\u63a5\u591a\u4f86\u6e90\u6578\u64da\u8207\u4e0d\u540c\u7684\u884c\u92b7\u5de5\u5177\uff0c\u8b93 CCDP \u7684\u5c0e\u5165\u8207\u5efa\u7f6e\u63a8\u52d5\u6578\u4f4d\u8f49\u578b\u7684\u8a08\u756b\u3002\u900f\u904e\u4e03\u5927\u6a21\u7d44: \u6578\u4f4d\u8ecc\u8de1\u8ffd\u8e64\u3001\u96f2\u7aef\u6578\u64da\u5efa\u6a21\u3001\u9810\u6e2c\u578b\u5206\u6790\u3001\u6578\u64da\u8ce6\u80fd\u3001\u5718\u968a\u8ce6\u80fd\u3001\u500b\u4eba\u5316\u6e9d\u901a\u9ad4\u9a57\u3001\u667a\u6167\u6578\u4f4d\u884c\u92b7\uff0c\u5e6b\u52a9\u5718\u968a\u66f4\u9748\u6d3b\u9ad8\u6548\u5730\u5be6\u73fe\u53d7\u773e\u5206\u7fa4\u7684\u7cbe\u6e96\u884c\u92b7\u3002<\/p><p>Vpon \u5a01\u670b AI \u5927\u6578\u64da\u64c1\u6709 15 \u5e74\u4ee5\u4e0a\u7684\u6578\u64da\u53ca\u6578\u4f4d\u5ee3\u544a\u7d93\u9a57\uff0c\u6211\u5011\u7684\u6578\u64da\u5c08\u5bb6\u53ef\u5354\u52a9\u60a8\u9032\u884c CCDP \u90e8\u7f72\uff0c\u4e5f\u80fd\u63d0\u4f9b\u76f8\u95dc\u7684\u8aee\u8a62\u670d\u52d9\uff0c\u8b93\u6d3b\u7528\u6578\u64da\u5f9e\u6b64\u8b8a\u5f97\u5341\u5206\u7c21\u55ae\u3002\u5982\u679c\u60a8\u60f3\u4e86\u89e3\u66f4\u591a\uff0c\u6b61\u8fce\u96a8\u6642<a href=\"https:\/\/www.vpon.com\/zh-hant\/contact-us\/\">\u806f\u7d61\u6211\u5011<\/a>\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Reverse ETL (\u4ee5\u4e0b\u5167\u6587\u7a31: \u53cd\u5411 ETL) \u7684\u6982\u5ff5\u51fa\u73fe\uff0c\u4ee3\u8868\u8457\u6578\u64da\u6cbb\u7406\u7684\u4e00\u500b\u95dc\u9375\u8f49\u8b8a\u3002ETL \u662f\u6578 &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/www.vpon.com\/zh-hant\/blogs\/what-is-reverse-etl\/\"> <span class=\"screen-reader-text\">\u4ec0\u9ebc\u662f\u53cd\u5411 ETL (\u63d0\u53d6\u3001\u8f49\u63db\u3001\u52a0\u8f09)\uff1f<br \/> \u6253\u7834\u6578\u64da\u5b64\u5cf6\u5be6\u73fe360\u00b0\u6d88\u8cbb\u8005\u8f2a\u5ed3\u6d1e\u5bdf\u7684\u65b0\u5229\u5668<\/span> \u95b1\u8b80\u5168\u6587 &raquo;<\/a><\/p>\n","protected":false},"author":19,"featured_media":71743,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"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":"","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":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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