{"id":101778,"date":"2026-09-07T15:49:35","date_gmt":"2026-09-07T07:49:35","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/101778.html"},"modified":"2026-09-07T15:49:35","modified_gmt":"2026-09-07T07:49:35","slug":"%e6%95%b0%e6%8d%ae%e6%b9%96%e9%9b%86%e6%88%90%ef%bc%9asqoop-%e5%af%bc%e5%85%a5-hudi-iceberg-%e7%9a%84%e5%ae%9e%e7%8e%b0%e6%96%b9%e6%a1%88%e4%b8%8e%e8%a1%a8%e6%a0%bc%e5%bc%8f%e9%80%89%e6%8b%a9","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/101778.html","title":{"rendered":"\u6570\u636e\u6e56\u96c6\u6210\uff1aSqoop \u5bfc\u5165 Hudi\/Iceberg \u7684\u5b9e\u73b0\u65b9\u6848\u4e0e\u8868\u683c\u5f0f\u9009\u62e9"},"content":{"rendered":"<h3>1. \u6570\u636e\u6e56\u4e0e\u8868\u683c\u5f0f\u6982\u8ff0<\/h3>\n<p>\u6570\u636e\u6e56\u662f\u4e00\u79cd\u5b58\u50a8\u7ed3\u6784\u5316\u3001\u534a\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\u7684\u6570\u636e\u5b58\u50a8\u7cfb\u7edf&#xff0c;\u5b83\u80fd\u591f\u4ee5\u539f\u59cb\u683c\u5f0f\u5b58\u50a8\u6570\u636e&#xff0c;\u5e76\u652f\u6301\u591a\u79cd\u5904\u7406\u548c\u5206\u6790\u65b9\u5f0f\u3002\u5728\u6570\u636e\u6e56\u67b6\u6784\u4e2d&#xff0c;\u8868\u683c\u5f0f&#xff08;Table Format&#xff09;\u626e\u6f14\u7740\u91cd\u8981\u89d2\u8272&#xff0c;\u5b83\u5b9a\u4e49\u4e86\u6570\u636e\u5982\u4f55\u7ec4\u7ec7\u3001\u5b58\u50a8\u548c\u7ba1\u7406\u3002<\/p>\n<p>Hudi \u548c Iceberg \u662f\u5f53\u524d\u4e24\u79cd\u6d41\u884c\u7684\u5f00\u6e90\u6570\u636e\u6e56\u8868\u683c\u5f0f&#xff1a;<\/p>\n<p>Hudi&#xff08;Hadoop Upserts Deletes and Incrementals&#xff09;:<\/p>\n<ul>\n<li>\u652f\u6301\u589e\u91cf\u6570\u636e\u5904\u7406\u548c\u66f4\u65b0<\/li>\n<li>\u63d0\u4f9b\u65f6\u95f4\u65c5\u884c\u529f\u80fd<\/li>\n<li>\u652f\u6301\u4e8b\u52a1\u548c\u5e76\u53d1\u63a7\u5236<\/li>\n<li>\u9002\u5408\u9700\u8981\u9891\u7e41\u66f4\u65b0\u7684\u573a\u666f<\/li>\n<\/ul>\n<p>Iceberg:<\/p>\n<ul>\n<li>\u63d0\u4f9b\u9ad8\u6027\u80fd\u7684\u6570\u636e\u7ec4\u7ec7<\/li>\n<li>\u652f\u6301\u65f6\u95f4\u65c5\u884c\u548c\u7248\u672c\u63a7\u5236<\/li>\n<li>\u652f\u6301\u6a21\u5f0f\u6f14\u8fdb<\/li>\n<li>\u9002\u5408\u5927\u578b\u6570\u636e\u96c6\u548c\u590d\u6742\u5206\u6790\u573a\u666f<\/li>\n<\/ul>\n<h3>2. Sqoop \u4e0e\u6570\u636e\u6e56\u96c6\u6210\u65b9\u6848<\/h3>\n<p>Sqoop \u662f\u4e00\u4e2a\u5728 Hadoop \u548c\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e4b\u95f4\u4f20\u8f93\u6570\u636e\u7684\u5de5\u5177&#xff0c;\u652f\u6301\u6279\u91cf\u5bfc\u5165\u548c\u5bfc\u51fa\u6570\u636e\u3002\u8981\u5c06 Sqoop \u4e0e\u6570\u636e\u6e56\u96c6\u6210&#xff0c;\u6211\u4eec\u9700\u8981\u914d\u7f6e\u9002\u5f53\u7684\u8fde\u63a5\u5668\u548c\u53c2\u6570\u3002<\/p>\n<p>\u57fa\u672c\u96c6\u6210\u6b65\u9aa4&#xff1a;<\/p>\n<li>\u51c6\u5907\u73af\u5883&#xff1a;\u5b89\u88c5 Hadoop\u3001Hudi\/Iceberg \u548c\u76f8\u5173\u4f9d\u8d56<\/li>\n<li>\u914d\u7f6e Sqoop&#xff1a;\u6dfb\u52a0\u5fc5\u8981\u7684\u8fde\u63a5\u5668\u548c\u9a71\u52a8<\/li>\n<li>\u5bfc\u5165\u6570\u636e&#xff1a;\u4f7f\u7528\u9002\u5f53\u7684 Sqoop \u547d\u4ee4\u5bfc\u5165\u6570\u636e<\/li>\n<li>\u8868\u683c\u5f0f\u521b\u5efa&#xff1a;\u786e\u4fdd\u76ee\u6807\u8868\u7b26\u5408 Hudi\/Iceberg \u683c\u5f0f\u8981\u6c42<\/li>\n<p>\u4ee5\u4e0b\u662f\u4f7f\u7528 Sqoop \u5bfc\u5165\u6570\u636e\u5230 Hudi\/Iceberg \u6570\u636e\u6e56\u7684\u57fa\u672c\u6d41\u7a0b\u56fe&#xff1a;<\/p>\n<p>#publish-mermaid-1788750250082-0{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#publish-mermaid-1788750250082-0 .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#publish-mermaid-1788750250082-0 .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#publish-mermaid-1788750250082-0 .error-icon{fill:#552222;}#publish-mermaid-1788750250082-0 .error-text{fill:#552222;stroke:#552222;}#publish-mermaid-1788750250082-0 .edge-thickness-normal{stroke-width:1px;}#publish-mermaid-1788750250082-0 .edge-thickness-thick{stroke-width:3.5px;}#publish-mermaid-1788750250082-0 .edge-pattern-solid{stroke-dasharray:0;}#publish-mermaid-1788750250082-0 .edge-thickness-invisible{stroke-width:0;fill:none;}#publish-mermaid-1788750250082-0 .edge-pattern-dashed{stroke-dasharray:3;}#publish-mermaid-1788750250082-0 .edge-pattern-dotted{stroke-dasharray:2;}#publish-mermaid-1788750250082-0 .marker{fill:#333333;stroke:#333333;}#publish-mermaid-1788750250082-0 .marker.cross{stroke:#333333;}#publish-mermaid-1788750250082-0 svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#publish-mermaid-1788750250082-0 p{margin:0;}#publish-mermaid-1788750250082-0 .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#publish-mermaid-1788750250082-0 .cluster-label text{fill:#333;}#publish-mermaid-1788750250082-0 .cluster-label span{color:#333;}#publish-mermaid-1788750250082-0 .cluster-label span p{background-color:transparent;}#publish-mermaid-1788750250082-0 .label text,#publish-mermaid-1788750250082-0 span{fill:#333;color:#333;}#publish-mermaid-1788750250082-0 .node rect,#publish-mermaid-1788750250082-0 .node circle,#publish-mermaid-1788750250082-0 .node ellipse,#publish-mermaid-1788750250082-0 .node polygon,#publish-mermaid-1788750250082-0 .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#publish-mermaid-1788750250082-0 .rough-node .label text,#publish-mermaid-1788750250082-0 .node .label text,#publish-mermaid-1788750250082-0 .image-shape .label,#publish-mermaid-1788750250082-0 .icon-shape .label{text-anchor:middle;}#publish-mermaid-1788750250082-0 .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#publish-mermaid-1788750250082-0 .rough-node .label,#publish-mermaid-1788750250082-0 .node .label,#publish-mermaid-1788750250082-0 .image-shape .label,#publish-mermaid-1788750250082-0 .icon-shape .label{text-align:center;}#publish-mermaid-1788750250082-0 .node.clickable{cursor:pointer;}#publish-mermaid-1788750250082-0 .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#publish-mermaid-1788750250082-0 .arrowheadPath{fill:#333333;}#publish-mermaid-1788750250082-0 .edgePath .path{stroke:#333333;stroke-width:1px;}#publish-mermaid-1788750250082-0 .flowchart-link{stroke:#333333;fill:none;}#publish-mermaid-1788750250082-0 .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#publish-mermaid-1788750250082-0 .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#publish-mermaid-1788750250082-0 .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#publish-mermaid-1788750250082-0 .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#publish-mermaid-1788750250082-0 .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#publish-mermaid-1788750250082-0 .cluster text{fill:#333;}#publish-mermaid-1788750250082-0 .cluster span{color:#333;}#publish-mermaid-1788750250082-0 div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#publish-mermaid-1788750250082-0 .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#publish-mermaid-1788750250082-0 rect.text{fill:none;stroke-width:0;}#publish-mermaid-1788750250082-0 .icon-shape,#publish-mermaid-1788750250082-0 .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#publish-mermaid-1788750250082-0 .icon-shape p,#publish-mermaid-1788750250082-0 .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#publish-mermaid-1788750250082-0 .icon-shape .label rect,#publish-mermaid-1788750250082-0 .image-shape .label rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#publish-mermaid-1788750250082-0 .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#publish-mermaid-1788750250082-0 .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#publish-mermaid-1788750250082-0 .node .neo-node{stroke:#9370DB;}#publish-mermaid-1788750250082-0 [data-look=\\&#8221;neo\\&#8221;].node rect,#publish-mermaid-1788750250082-0 [data-look=\\&#8221;neo\\&#8221;].cluster rect,#publish-mermaid-1788750250082-0 [data-look=\\&#8221;neo\\&#8221;].node polygon{stroke:#9370DB;filter:drop-shadow(1px 2px 2px rgba(185, 185, 185, 1));}#publish-mermaid-1788750250082-0 [data-look=\\&#8221;neo\\&#8221;].swimlane.cluster rect{filter:none;}#publish-mermaid-1788750250082-0 [data-look=\\&#8221;neo\\&#8221;].node path{stroke:#9370DB;stroke-width:1px;}#publish-mermaid-1788750250082-0 [data-look=\\&#8221;neo\\&#8221;].node .outer-path{filter:drop-shadow(1px 2px 2px rgba(185, 185, 185, 1));}#publish-mermaid-1788750250082-0 [data-look=\\&#8221;neo\\&#8221;].node .neo-line path{stroke:#9370DB;filter:none;}#publish-mermaid-1788750250082-0 [data-look=\\&#8221;neo\\&#8221;].node circle{stroke:#9370DB;filter:drop-shadow(1px 2px 2px rgba(185, 185, 185, 1));}#publish-mermaid-1788750250082-0 [data-look=\\&#8221;neo\\&#8221;].node circle .state-start{fill:#000000;}#publish-mermaid-1788750250082-0 [data-look=\\&#8221;neo\\&#8221;].icon-shape .icon{fill:#9370DB;filter:drop-shadow(1px 2px 2px rgba(185, 185, 185, 1));}#publish-mermaid-1788750250082-0 [data-look=\\&#8221;neo\\&#8221;].icon-shape .icon-neo path{stroke:#9370DB;filter:drop-shadow(1px 2px 2px rgba(185, 185, 185, 1));}#publish-mermaid-1788750250082-0 :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}Sqoop Import\u5bfc\u5165\u4e3a\u5bfc\u5165\u4e3a\u652f\u6301\u652f\u6301\u652f\u6301\u652f\u6301<span class=\"nodeLabel\"><\/p>\n<p>\u5173\u7cfb\u578b\u6570\u636e\u5e93<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>Hadoop\u96c6\u7fa4<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>Hudi\u8868\u683c\u5f0f<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>Iceberg\u8868\u683c\u5f0f<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u589e\u91cf\u66f4\u65b0<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u65f6\u95f4\u65c5\u884c<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u9ad8\u6027\u80fd\u67e5\u8be2<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6a21\u5f0f\u6f14\u8fdb<\/p>\n<p><\/span><\/p>\n<h3>3. \u8868\u683c\u5f0f\u9009\u62e9\u7b56\u7565<\/h3>\n<p>\u9009\u62e9\u5408\u9002\u7684\u8868\u683c\u5f0f\u5bf9\u6570\u636e\u6e56\u67b6\u6784\u81f3\u5173\u91cd\u8981\u3002\u4ee5\u4e0b\u662f Hudi \u548c Iceberg \u7684\u5bf9\u6bd4\u5206\u6790&#xff1a;<\/p>\n<p>| \u7279\u6027 | Hudi | Iceberg |<\/p>\n<p>|&#8212;&#8212;|&#8212;&#8212;|&#8212;&#8212;&#8211;|<\/p>\n<p>| \u6570\u636e\u66f4\u65b0 | \u652f\u6301\u884c\u7ea7\u66f4\u65b0\u548c\u5220\u9664 | \u4e3b\u8981\u652f\u6301\u8ffd\u52a0\u6a21\u5f0f&#xff0c;\u901a\u8fc7\u65b0\u7248\u672c\u5b9e\u73b0\u66f4\u65b0 |<\/p>\n<p>| \u65f6\u95f4\u65c5\u884c | \u652f\u6301 | \u652f\u6301 |<\/p>\n<p>| \u6a21\u5f0f\u6f14\u8fdb | \u57fa\u672c\u652f\u6301 | \u5f3a\u652f\u6301 |<\/p>\n<p>| \u5143\u6570\u636e\u7ba1\u7406 | \u5185\u7f6e\u5143\u6570\u636e\u7ba1\u7406 | \u72ec\u7acb\u7684\u5143\u6570\u636e\u8868 |<\/p>\n<p>| \u67e5\u8be2\u6027\u80fd | \u826f\u597d | \u4f18\u79c0 |<\/p>\n<p>| \u9002\u7528\u573a\u666f | \u9700\u8981\u9891\u7e41\u66f4\u65b0\u7684\u4e1a\u52a1\u7cfb\u7edf | \u5927\u578b\u6570\u636e\u5206\u6790\u548c\u6279\u5904\u7406\u573a\u666f |<\/p>\n<p>\u9009\u62e9\u5efa\u8bae&#xff1a;<\/p>\n<ul>\n<li>\u5982\u679c\u60a8\u7684\u5e94\u7528\u9700\u8981\u9891\u7e41\u7684\u6570\u636e\u66f4\u65b0\u548c\u5220\u9664&#xff0c;\u63a8\u8350\u4f7f\u7528 Hudi<\/li>\n<li>\u5982\u679c\u60a8\u7684\u5e94\u7528\u4e3b\u8981\u6d89\u53ca\u5927\u89c4\u6a21\u6570\u636e\u5206\u6790&#xff0c;\u63a8\u8350\u4f7f\u7528 Iceberg<\/li>\n<li>\u5bf9\u4e8e\u6df7\u5408\u573a\u666f&#xff0c;\u53ef\u4ee5\u6839\u636e\u6570\u636e\u7279\u6027\u548c\u67e5\u8be2\u9700\u6c42\u7075\u6d3b\u9009\u62e9<\/li>\n<\/ul>\n<h3>4. \u5b9e\u6218\u6848\u4f8b\u4e0e\u4ee3\u7801\u793a\u4f8b<\/h3>\n<h4>4.1 Sqoop \u5bfc\u5165\u6570\u636e\u5230 Hudi<\/h4>\n<p>\u4ee5\u4e0b\u662f\u5c06\u6570\u636e\u4ece MySQL \u5bfc\u5165\u5230 Hudi \u8868\u7684 Sqoop \u547d\u4ee4\u793a\u4f8b&#xff1a;<\/p>\n<p>sqoop import \\\\<br \/>\n  &#8211;connect jdbc:mysql:\/\/mysql-host:3306\/mysql_db \\\\<br \/>\n  &#8211;username sqoop_user \\\\<br \/>\n  &#8211;password sqoop_password \\\\<br \/>\n  &#8211;table source_table \\\\<br \/>\n  &#8211;target-dir \/hudi_data \\\\<br \/>\n  &#8211;class-name com.example.SourceTable \\\\<br \/>\n  &#8211;fields-terminated-by &#039;,&#039; \\\\<br \/>\n  &#8211;hive-import \\\\<br \/>\n  &#8211;create-hive-table \\\\<br \/>\n  &#8211;hudi-table-type COPY_ON_WRITE \\\\<br \/>\n  &#8211;hudi-primary-key id<\/p>\n<p>\u5173\u952e\u53c2\u6570\u89e3\u91ca&#xff1a;<\/p>\n<ul>\n<li>&#8211;hudi-table-type&#xff1a;\u6307\u5b9a Hudi \u8868\u7c7b\u578b&#xff08;COPY_ON_WRITE \u6216 MERGE_ON_READ&#xff09;<\/li>\n<li>&#8211;hudi-primary-key&#xff1a;\u6307\u5b9a\u4e3b\u952e\u5b57\u6bb5<\/li>\n<li>&#8211;target-dir&#xff1a;\u6307\u5b9a Hudi \u6570\u636e\u5b58\u50a8\u76ee\u5f55<\/li>\n<\/ul>\n<h4>4.2 Sqoop \u5bfc\u5165\u6570\u636e\u5230 Iceberg<\/h4>\n<p>\u4ee5\u4e0b\u662f\u5c06\u6570\u636e\u4ece MySQL \u5bfc\u5165\u5230 Iceberg \u8868\u7684 Sqoop \u547d\u4ee4\u793a\u4f8b&#xff1a;<\/p>\n<p>sqoop import \\\\<br \/>\n  &#8211;connect jdbc:mysql:\/\/mysql-host:3306\/mysql_db \\\\<br \/>\n  &#8211;username sqoop_user \\\\<br \/>\n  &#8211;password sqoop_password \\\\<br \/>\n  &#8211;table source_table \\\\<br \/>\n  &#8211;target-dir \/iceberg_data \\\\<br \/>\n  &#8211;class-name com.example.SourceTable \\\\<br \/>\n  &#8211;fields-terminated-by &#039;,&#039; \\\\<br \/>\n  &#8211;hive-import \\\\<br \/>\n  &#8211;create-hive-table \\\\<br \/>\n  &#8211;iceberg-table-name my_catalog.my_db.iceberg_table \\\\<br \/>\n  &#8211;iceberg-partition-transform date_col<\/p>\n<p>\u5173\u952e\u53c2\u6570\u89e3\u91ca&#xff1a;<\/p>\n<ul>\n<li>&#8211;iceberg-table-name&#xff1a;\u6307\u5b9a Iceberg \u8868\u7684\u5b8c\u6574\u540d\u79f0&#xff08;catalog.database.table&#xff09;<\/li>\n<li>&#8211;iceberg-partition-transform&#xff1a;\u6307\u5b9a\u5206\u533a\u5b57\u6bb5<\/li>\n<li>&#8211;target-dir&#xff1a;\u6307\u5b9a Iceberg \u6570\u636e\u5b58\u50a8\u76ee\u5f55<\/li>\n<\/ul>\n<h4>\u6ce8\u610f\u4e8b\u9879<\/h4>\n<li>\u786e\u4fdd Hadoop \u96c6\u7fa4\u548c HDFS \u8def\u5f84\u6b63\u786e\u914d\u7f6e<\/li>\n<li>\u6839\u636e\u6570\u636e\u91cf\u548c\u67e5\u8be2\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5206\u533a\u7b56\u7565<\/li>\n<li>\u5b9a\u671f\u7ef4\u62a4\u548c\u4f18\u5316\u6570\u636e\u6e56\u8868&#xff0c;\u5305\u62ec\u6e05\u7406\u65e7\u7248\u672c\u3001\u4f18\u5316\u6587\u4ef6\u5927\u5c0f\u7b49<\/li>\n<li>\u76d1\u63a7\u6570\u636e\u6e56\u6027\u80fd&#xff0c;\u53ca\u65f6\u8c03\u6574\u914d\u7f6e\u53c2\u6570<\/li>\n","protected":false},"excerpt":{"rendered":"<p>1. \u6570\u636e\u6e56\u4e0e\u8868\u683c\u5f0f\u6982\u8ff0<br \/>\n\u6570\u636e\u6e56\u662f\u4e00\u79cd\u5b58\u50a8\u7ed3\u6784\u5316\u3001\u534a\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\u7684\u6570\u636e\u5b58\u50a8\u7cfb\u7edf&#xff0c;\u5b83\u80fd\u591f\u4ee5\u539f\u59cb\u683c\u5f0f\u5b58\u50a8\u6570\u636e&#xff0c;\u5e76\u652f\u6301\u591a\u79cd\u5904\u7406\u548c\u5206\u6790\u65b9\u5f0f\u3002\u5728\u6570\u636e\u6e56\u67b6\u6784\u4e2d&#xff0c;\u8868\u683c\u5f0f&#xff08;Table Format&#xff09;\u626e\u6f14\u7740\u91cd\u8981\u89d2\u8272&#xff0c;\u5b83\u5b9a\u4e49\u4e86\u6570\u636e\u5982\u4f55\u7ec4\u7ec7\u3001\u5b58\u50a8\u548c\u7ba1\u7406\u3002<br \/>\nHudi \u548c Iceberg \u662f\u5f53\u524d\u4e24\u79cd\u6d41\u884c\u7684\u5f00\u6e90\u6570\u636e\u6e56\u8868\u683c\u5f0f&#xff1a;<br \/>\nHudi&#xff08;Hadoop Upserts Deletes an<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[11632,9860,11631,2720,323],"topic":[],"class_list":["post-101778","post","type-post","status-publish","format-standard","hentry","category-server","tag-iceberg","tag-sqoop","tag-11631","tag-hudi","tag-323"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6570\u636e\u6e56\u96c6\u6210\uff1aSqoop \u5bfc\u5165 Hudi\/Iceberg \u7684\u5b9e\u73b0\u65b9\u6848\u4e0e\u8868\u683c\u5f0f\u9009\u62e9 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/101778.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u6570\u636e\u6e56\u96c6\u6210\uff1aSqoop \u5bfc\u5165 Hudi\/Iceberg \u7684\u5b9e\u73b0\u65b9\u6848\u4e0e\u8868\u683c\u5f0f\u9009\u62e9 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"1. \u6570\u636e\u6e56\u4e0e\u8868\u683c\u5f0f\u6982\u8ff0 \u6570\u636e\u6e56\u662f\u4e00\u79cd\u5b58\u50a8\u7ed3\u6784\u5316\u3001\u534a\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\u7684\u6570\u636e\u5b58\u50a8\u7cfb\u7edf&#xff0c;\u5b83\u80fd\u591f\u4ee5\u539f\u59cb\u683c\u5f0f\u5b58\u50a8\u6570\u636e&#xff0c;\u5e76\u652f\u6301\u591a\u79cd\u5904\u7406\u548c\u5206\u6790\u65b9\u5f0f\u3002\u5728\u6570\u636e\u6e56\u67b6\u6784\u4e2d&#xff0c;\u8868\u683c\u5f0f&#xff08;Table Format&#xff09;\u626e\u6f14\u7740\u91cd\u8981\u89d2\u8272&#xff0c;\u5b83\u5b9a\u4e49\u4e86\u6570\u636e\u5982\u4f55\u7ec4\u7ec7\u3001\u5b58\u50a8\u548c\u7ba1\u7406\u3002 Hudi \u548c Iceberg \u662f\u5f53\u524d\u4e24\u79cd\u6d41\u884c\u7684\u5f00\u6e90\u6570\u636e\u6e56\u8868\u683c\u5f0f&#xff1a; Hudi&#xff08;Hadoop Upserts Deletes an\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/101778.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-07T07:49:35+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/101778.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/101778.html\",\"name\":\"\u6570\u636e\u6e56\u96c6\u6210\uff1aSqoop \u5bfc\u5165 Hudi\/Iceberg \u7684\u5b9e\u73b0\u65b9\u6848\u4e0e\u8868\u683c\u5f0f\u9009\u62e9 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-09-07T07:49:35+00:00\",\"dateModified\":\"2026-09-07T07:49:35+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/101778.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/101778.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/101778.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u6570\u636e\u6e56\u96c6\u6210\uff1aSqoop \u5bfc\u5165 Hudi\/Iceberg \u7684\u5b9e\u73b0\u65b9\u6848\u4e0e\u8868\u683c\u5f0f\u9009\u62e9\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u6570\u636e\u6e56\u96c6\u6210\uff1aSqoop \u5bfc\u5165 Hudi\/Iceberg \u7684\u5b9e\u73b0\u65b9\u6848\u4e0e\u8868\u683c\u5f0f\u9009\u62e9 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/101778.html","og_locale":"zh_CN","og_type":"article","og_title":"\u6570\u636e\u6e56\u96c6\u6210\uff1aSqoop \u5bfc\u5165 Hudi\/Iceberg \u7684\u5b9e\u73b0\u65b9\u6848\u4e0e\u8868\u683c\u5f0f\u9009\u62e9 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"1. \u6570\u636e\u6e56\u4e0e\u8868\u683c\u5f0f\u6982\u8ff0 \u6570\u636e\u6e56\u662f\u4e00\u79cd\u5b58\u50a8\u7ed3\u6784\u5316\u3001\u534a\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\u7684\u6570\u636e\u5b58\u50a8\u7cfb\u7edf&#xff0c;\u5b83\u80fd\u591f\u4ee5\u539f\u59cb\u683c\u5f0f\u5b58\u50a8\u6570\u636e&#xff0c;\u5e76\u652f\u6301\u591a\u79cd\u5904\u7406\u548c\u5206\u6790\u65b9\u5f0f\u3002\u5728\u6570\u636e\u6e56\u67b6\u6784\u4e2d&#xff0c;\u8868\u683c\u5f0f&#xff08;Table Format&#xff09;\u626e\u6f14\u7740\u91cd\u8981\u89d2\u8272&#xff0c;\u5b83\u5b9a\u4e49\u4e86\u6570\u636e\u5982\u4f55\u7ec4\u7ec7\u3001\u5b58\u50a8\u548c\u7ba1\u7406\u3002 Hudi \u548c Iceberg \u662f\u5f53\u524d\u4e24\u79cd\u6d41\u884c\u7684\u5f00\u6e90\u6570\u636e\u6e56\u8868\u683c\u5f0f&#xff1a; Hudi&#xff08;Hadoop Upserts Deletes an","og_url":"https:\/\/www.wsisp.com\/helps\/101778.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-09-07T07:49:35+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"4 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/101778.html","url":"https:\/\/www.wsisp.com\/helps\/101778.html","name":"\u6570\u636e\u6e56\u96c6\u6210\uff1aSqoop \u5bfc\u5165 Hudi\/Iceberg \u7684\u5b9e\u73b0\u65b9\u6848\u4e0e\u8868\u683c\u5f0f\u9009\u62e9 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-09-07T07:49:35+00:00","dateModified":"2026-09-07T07:49:35+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/101778.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/101778.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/101778.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u6570\u636e\u6e56\u96c6\u6210\uff1aSqoop \u5bfc\u5165 Hudi\/Iceberg \u7684\u5b9e\u73b0\u65b9\u6848\u4e0e\u8868\u683c\u5f0f\u9009\u62e9"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/101778","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=101778"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/101778\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=101778"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=101778"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=101778"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=101778"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}