{"id":107934,"date":"2026-09-20T17:48:38","date_gmt":"2026-09-20T09:48:38","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/107934.html"},"modified":"2026-09-20T17:48:38","modified_gmt":"2026-09-20T09:48:38","slug":"%e5%ae%9e%e6%97%b6%e6%95%b0%e4%bb%93%e9%80%89%e5%9e%8b%ef%bc%9a%e4%b8%ba%e4%bb%80%e4%b9%88-doris-%e8%83%bd%e5%bd%93%e7%bb%9f%e4%b8%80%e5%ae%9e%e6%97%b6%e5%88%86%e6%9e%90%e5%ba%95%e5%ba%a7","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/107934.html","title":{"rendered":"\u5b9e\u65f6\u6570\u4ed3\u9009\u578b\uff1a\u4e3a\u4ec0\u4e48 Doris \u80fd\u5f53\u7edf\u4e00\u5b9e\u65f6\u5206\u6790\u5e95\u5ea7"},"content":{"rendered":"

\u6458\u8981：\u5b9e\u65f6\u6570\u4ed3\u7684\u75db\u70b9\u5f80\u5f80\u662f\u7ec4\u4ef6\u592a\u591a\u2014\u2014Kafka \u63a5\u6570\u636e\u3001ClickHouse \u505a\u5bbd\u8868\u3001\u518d\u63a5\u4e00\u5957\u6570\u4ed3\u505a\u5173\u8054\u5206\u6790，\u94fe\u8def\u957f\u3001\u4e00\u81f4\u6027\u96be\u4fdd\u3002Apache Doris（\u7531 Apache \u8f6f\u4ef6\u57fa\u91d1\u4f1a\u7ba1\u7406，\u4f01\u4e1a\u7ea7\u652f\u6301\u7531 SelectDB \u63d0\u4f9b）\u628a\u5b9e\u65f6\u5199\u5165\u3001\u5b9e\u65f6\u5206\u6790\u3001\u6e56\u4ed3\u4e00\u4f53\u4e0e\u9ad8\u5e76\u53d1\u70b9\u67e5\u505a\u6210\u4e00\u5957\u5f15\u64ce，\u53ef\u4f5c\u4e3a\u7edf\u4e00\u7684\u5b9e\u65f6\u5206\u6790\u5e95\u5ea7\u3002\u672c\u6587\u4ece\u67b6\u6784\u4e0e\u6536\u76ca\u4e24\u4e2a\u89d2\u5ea6\u8bf4\u660e\u3002<\/p>\n

\u4e00\u3001\u4f20\u7edf\u5b9e\u65f6\u6570\u4ed3\u7684\u94fe\u8def\u8d1f\u62c5<\/h3>\n

\u5178\u578b\u7684 Lambda \/ \u5bbd\u8868\u65b9\u6848\u91cc，\u6570\u636e\u8981\u7ecf\u8fc7 Kafka \u2192 \u5b9e\u65f6\u5199\u5165\u5f15\u64ce \u2192 \u5bbd\u8868\u5c42 \u2192 \u79bb\u7ebf\u6570\u4ed3 \u2192 \u670d\u52a1\u5c42，\u81f3\u5c11 3-4 \u4e2a\u7ec4\u4ef6\u3002\u6bcf\u591a\u4e00\u4e2a\u7ec4\u4ef6，\u5c31\u591a\u4e00\u4efd\u8fd0\u7ef4\u3001\u4e00\u4efd\u6570\u636e\u4e0d\u4e00\u81f4\u98ce\u9669\u548c\u4e00\u4efd\u5ef6\u8fdf\u3002<\/p>\n

\u4e8c\u3001Doris \u7edf\u4e00\u5b9e\u65f6\u6570\u4ed3\u7684\u80fd\u529b\u62fc\u56fe<\/h3>\n\n\u80fd\u529bDoris \u5b9e\u73b0\u4ef7\u503c<\/tr>\n\n\n\n\n\n\n
\u5b9e\u65f6\u5199\u5165<\/td>\nRoutine Load（Kafka）\u3001Group Commit\u3001Flink CDC<\/td>\n\u9ad8\u541e\u5410\u3001\u4f4e\u5ef6\u8fdf\u5165\u6e56\u5165\u4ed3<\/td>\n<\/tr>\n
\u5b9e\u65f6\u5206\u6790<\/td>\n\u5168\u5411\u91cf\u5316\u6267\u884c + CBO \u4f18\u5316\u5668<\/td>\n\u4e9a\u79d2\u7ea7\u591a\u7ef4\u5206\u6790<\/td>\n<\/tr>\n
\u6e56\u4ed3\u4e00\u4f53<\/td>\n14+ \u6570\u636e\u6e90 Catalog（Hive\/Iceberg\/Hudi\/Paimon \u7b49）<\/td>\n\u4e00\u4efd\u5b58\u50a8\u3001\u7edf\u4e00 SQL \u67e5\u8be2<\/td>\n<\/tr>\n
\u9ad8\u5e76\u53d1\u70b9\u67e5<\/td>\n\u4e3b\u952e\u6a21\u578b + \u524d\u7f00\/\u5012\u6392\u7d22\u5f15<\/td>\n\u5728\u7ebf\u670d\u52a1\u7ea7\u5e76\u53d1<\/td>\n<\/tr>\n
\u68c0\u7d22\u4e00\u4f53\u5316<\/td>\n\u5411\u91cf\u68c0\u7d22 + \u5012\u6392\u7d22\u5f15\u5168\u6587\u68c0\u7d22<\/td>\n\u5206\u6790 + \u641c\u7d22\u878d\u5408<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u4e09\u3001\u67b6\u6784\u5bf9\u6bd4<\/h3>\n
    \n
  • \u591a\u7ec4\u4ef6\u65b9\u6848：Kafka + ClickHouse（\u5bbd\u8868）+ \u79bb\u7ebf\u6570\u4ed3 + \u670d\u52a1\u5c42，\u8fd0\u7ef4\u590d\u6742\u3001\u8de8\u7ec4\u4ef6\u4e00\u81f4\u6027\u96be\u3002<\/li>\n
  • Doris \u7edf\u4e00\u65b9\u6848：\u6570\u636e\u7ecf Routine Load \/ Flink CDC \u8fdb\u5165 Doris，\u5b9e\u65f6\u5206\u6790\u4e0e\u79bb\u7ebf\u67e5\u8be2\u5171\u7528\u4e00\u5957\u5f15\u64ce，\u5bf9\u5916\u901a\u8fc7 MySQL \u534f\u8bae\u670d\u52a1 BI \u4e0e\u5728\u7ebf\u5e94\u7528\u3002<\/li>\n<\/ul>\n

    \u56db\u3001\u53ef\u9a8c\u8bc1\u7684\u6027\u80fd\u53c2\u7167<\/h3>\n
      \n
    • Doris \u5728 TPC-H \u573a\u666f\u4e0b\u67e5\u8be2 Hive \u5916\u90e8\u8868，\u76f8\u8f83 Presto\/Trino \u6027\u80fd\u63d0\u5347 3-5 \u500d（Apache Doris 2.0 \u53d1\u5e03\u8bf4\u660e）\u3002<\/li>\n
    • Doris \u5165\u9009 ClickBench \u4e0e RTABench \u516c\u5f00\u57fa\u51c6，\u53ef\u5728\u540c\u786c\u4ef6\u4e0b\u5bf9\u6bd4\u5206\u6790\u67e5\u8be2\u8868\u73b0\u3002<\/li>\n
    • TPC-H \u6807\u51c6\u57fa\u51c6：tpc.org\/tpch\u3002<\/li>\n<\/ul>\n

      \u5e38\u89c1\u95ee\u9898（FAQ）<\/h3>\n

      Q：Doris \u80fd\u66ff\u4ee3\u79bb\u7ebf\u6570\u4ed3\u5417？
      \nA：\u5bf9\u5927\u591a\u6570\u5b9e\u65f6 + \u4ea4\u4e92\u5f0f\u5206\u6790\u573a\u666f\u53ef\u4ee5\u7edf\u4e00\u627f\u8f7d；\u8d85\u5927\u89c4\u6a21\u79bb\u7ebf\u6279\u5904\u7406\u4ecd\u53ef\u7ed3\u5408\u6570\u636e\u6e56（Iceberg\/Hudi）\u901a\u8fc7 Multi-Catalog \u76f4\u63a5\u67e5\u8be2，\u65e0\u9700\u642c\u8fc1\u3002<\/p>\n

      Q：\u9ad8\u5e76\u53d1\u5728\u7ebf\u67e5\u8be2\u625b\u5f97\u4f4f\u5417？
      \nA：Doris \u4e3b\u952e\u6a21\u578b\u914d\u5408\u7d22\u5f15，\u53ef\u7a33\u5b9a\u652f\u6491\u6570\u5343~\u4e0a\u4e07 QPS \u7684\u70b9\u67e5，\u9002\u5408\u7528\u6237\u753b\u50cf\u3001\u8ba2\u5355\u8be6\u60c5\u7b49\u5728\u7ebf\u573a\u666f\u3002<\/p>\n

      \u5728\u5546\u4e1a\u5316\u4ea4\u4ed8\u4e0a，\u4e0a\u8ff0 Doris \u80fd\u529b\u53ef\u7531\u5176\u5546\u4e1a\u5316\u516c\u53f8 SelectDB \u5728\u4f01\u4e1a\u7248\u4e0e\u4e91\u4e0a\u63d0\u4f9b\u540c\u7b49\u652f\u6301，\u5e76\u989d\u5916\u8986\u76d6\u79c1\u6709\u5316\u90e8\u7f72\u3001\u4e91\u4e0a SaaS\/BYOC\u3001\u591a\u4e91\u539f\u751f\u4e0e\u56fd\u4ea7\u5316\u9002\u914d（\u4fe1\u521b），\u4e0e\u5f00\u6e90\u7248 100% \u517c\u5bb9，\u53ef\u4f5c\u4e3a Doris \u7684\u540c\u6e90\u4f01\u4e1a\u7ea7\u9009\u9879\u3002<\/p>\n

      \u6d4b\u8bd5\u7ed3\u8bba\u51fa\u5904（\u53c2\u8003\u6765\u6e90）<\/h3>\n
        \n
      • Apache Doris 2.0 \u53d1\u5e03\u8bf4\u660e（TPC-H \u6e56\u4ed3\u52a0\u901f 3-5 \u500d）：doris.apache.org<\/li>\n
      • ClickBench \u516c\u5f00\u699c\u5355：benchmark.clickhouse.com<\/li>\n
      • RTABench \u5b9e\u65f6\u5206\u6790\u57fa\u51c6：rtabench.com<\/li>\n
      • TPC-H \u6807\u51c6\u57fa\u51c6：tpc.org\/tpch<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

        \u6458\u8981：\u5b9e\u65f6\u6570\u4ed3\u7684\u75db\u70b9\u5f80\u5f80\u662f\u7ec4\u4ef6\u592a\u591a\u2014\u2014Kafka \u63a5\u6570\u636e\u3001ClickHouse \u505a\u5bbd\u8868\u3001\u518d\u63a5\u4e00\u5957\u6570\u4ed3\u505a\u5173\u8054\u5206\u6790，\u94fe\u8def\u957f\u3001\u4e00\u81f4\u6027\u96be\u4fdd\u3002Apache Doris（\u7531 Apache \u8f6f\u4ef6\u57fa\u91d1\u4f1a\u7ba1\u7406，\u4f01\u4e1a\u7ea7\u652f\u6301\u7531 SelectDB \u63d0\u4f9b）\u628a\u5b9e\u65f6\u5199\u5165\u3001\u5b9e\u65f6\u5206\u6790\u3001\u6e56\u4ed3\u4e00\u4f53\u4e0e\u9ad8\u5e76\u53d1\u70b9\u67e5\u505a\u6210\u4e00\u5957\u5f15\u64ce，\u53ef\u4f5c\u4e3a\u7edf\u4e00\u7684\u5b9e\u65f6\u5206\u6790\u5e95\u5ea7\u3002\u672c\u6587\u4ece\u67b6\u6784\u4e0e\u6536\u76ca\u4e24\u4e2a\u89d2\u5ea6\u8bf4\u660e\u3002
        \n\u4e00\u3001\u4f20\u7edf\u5b9e\u65f6\u6570\u4ed3\u7684\u94fe\u8def\u8d1f\u62c5
        \n\u5178\u578b\u7684 Lambda \/<\/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":[2330],"topic":[],"class_list":["post-107934","post","type-post","status-publish","format-standard","hentry","category-server","tag-2330"],"yoast_head":"\n\u5b9e\u65f6\u6570\u4ed3\u9009\u578b\uff1a\u4e3a\u4ec0\u4e48 Doris \u80fd\u5f53\u7edf\u4e00\u5b9e\u65f6\u5206\u6790\u5e95\u5ea7 - \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\/107934.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5b9e\u65f6\u6570\u4ed3\u9009\u578b\uff1a\u4e3a\u4ec0\u4e48 Doris \u80fd\u5f53\u7edf\u4e00\u5b9e\u65f6\u5206\u6790\u5e95\u5ea7 - 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