{"id":110589,"date":"2026-09-29T02:49:00","date_gmt":"2026-09-28T18:49:00","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/110589.html"},"modified":"2026-09-29T02:49:00","modified_gmt":"2026-09-28T18:49:00","slug":"%e5%88%86%e5%b8%83%e5%bc%8f%e5%ad%98%e5%82%a8%e6%9e%b6%e6%9e%84%e6%bc%94%e8%bf%9b%e5%8d%81%e5%91%a8%e5%b9%b4%ef%bc%9a%e4%bb%8e%e5%88%86%e5%ba%93%e5%88%86%e8%a1%a8%e3%80%81%e4%b8%ad%e9%97%b4%e4%bb%b6","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/110589.html","title":{"rendered":"\u5206\u5e03\u5f0f\u5b58\u50a8\u67b6\u6784\u6f14\u8fdb\u5341\u5468\u5e74\uff1a\u4ece\u5206\u5e93\u5206\u8868\u3001\u4e2d\u95f4\u4ef6\u5230\u539f\u751f\u5206\u5e03\u5f0f Multi-Raft"},"content":{"rendered":"<h2>\u5206\u5e03\u5f0f\u5b58\u50a8\u67b6\u6784\u6f14\u8fdb\u5341\u5468\u5e74&#xff1a;\u4ece\u5206\u5e93\u5206\u8868\u3001\u4e2d\u95f4\u4ef6\u5230\u539f\u751f\u5206\u5e03\u5f0f Multi-Raft<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260928184859-6abab69b4094f.webp\" alt=\"\u5c01\u9762\u4fe1\u606f\u56fe\" \/><\/p>\n<p>\u7ad9\u5728 2026 \u5e74\u79cb\u5929\u7684\u8fd9\u4e2a\u65f6\u95f4\u8282\u70b9\u56de\u671b&#xff0c;\u4f01\u4e1a\u7ea7\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u4e0e\u5206\u5e03\u5f0f\u5b58\u50a8\u67b6\u6784&#xff0c;\u5728\u8fc7\u53bb\u7684\u6574\u6574\u5341\u5e74\u91cc&#xff0c;\u7ecf\u5386\u4e86\u4e00\u573a\u6ce2\u6f9c\u58ee\u9614\u7684\u6280\u672f\u5927\u8fc1\u5f99\u3002<\/p>\n<p>\u5341\u5e74\u524d&#xff08;2015~2016 \u5e74\u524d\u540e&#xff09;&#xff0c;\u5f53\u4e92\u8054\u7f51\u4e1a\u52a1\u6570\u636e\u91cf\u4ece\u201c\u5343\u4e07\u7ea7\u201d\u91ce\u86ee\u751f\u957f\u81f3\u201c\u767e\u4ebf\u7ea7\u201d\u3001\u201c\u4e07\u4ebf\u7ea7\u201d\u65f6&#xff0c;\u5355\u673a\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5728\u7269\u7406\u5bb9\u91cf\u4e0e\u8fde\u63a5\u6570\u4e0a\u9762\u4e34\u7740\u5d29\u6e83\u7684\u8fb9\u7f18\u3002<\/p>\n<p>\u4e3a\u4e86\u5e94\u5bf9\u6d77\u91cf\u6570\u636e\u7684\u541e\u5410\u538b\u529b&#xff0c;\u4e00\u4ee3\u53c8\u4e00\u4ee3\u7684\u67b6\u6784\u5e08\u4e0e\u6570\u636e\u5e93\u5de5\u7a0b\u5e08&#xff0c;\u5728\u4e0d\u540c\u7684\u5386\u53f2\u9636\u6bb5\u7ed9\u51fa\u4e86\u4e09\u79cd\u622a\u7136\u4e0d\u540c\u7684\u67b6\u6784\u89e3\u6cd5\u3002<\/p>\n<p>\u6df1\u5165\u590d\u76d8\u8fd9\u4e09\u4ee3\u67b6\u6784\u7684\u6f14\u8fdb\u903b\u8f91\u3001\u6280\u672f\u4ee3\u4ef7\u4e0e\u672c\u8d28\u5c40\u9650&#xff0c;\u6211\u4eec\u624d\u80fd\u771f\u6b63\u770b\u61c2&#xff1a;\u4e3a\u4ec0\u4e48\u201c\u539f\u751f\u5206\u5e03\u5f0f Multi-Raft \u5e95\u5ea7\u201d\u662f\u6d77\u91cf\u6570\u636e\u5b58\u50a8\u6f14\u8fdb\u7684\u7ec8\u6781\u5fc5\u7136\u5f52\u5bbf&#xff01;<\/p>\n<p>[\u5206\u5e03\u5f0f\u5b58\u50a8\u67b6\u6784\u5341\u5e74\u6f14\u8fdb\u4e09\u4ee3\u8fdb\u5316\u5168\u666f]<\/p>\n<p>  \u7b2c\u4e00\u4ee3: \u5ba2\u6237\u7aef\u5206\u5e93\u5206\u8868 (2015~2019, Sharding-JDBC \/ TDDL)<br \/>\n    [\u5e94\u7528\u4ee3\u7801] \u2500\u2500(\u786c\u7f16\u7801\u5206\u7247\u89c4\u5219: order_id % 1024)\u2500\u2500\u25b6 [1024 \u5f20\u7269\u7406 MySQL \u5206\u8868]<br \/>\n    (\u81f4\u547d\u75db\u70b9: \u4e1a\u52a1\u4fb5\u5165\u6781\u6df1\u3001\u8de8\u5206\u7247 JOIN \u5f7b\u5e95\u5931\u6548\u3001\u6269\u5bb9\u5fc5\u987b\u505c\u673a\u91cd\u5206\u7247!)<br \/>\n  \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500<br \/>\n  \u7b2c\u4e8c\u4ee3: \u96c6\u4e2d\u5f0f\u6570\u636e\u5e93\u4ee3\u7406\u4e2d\u95f4\u4ef6 (2019~2023, MyCat \/ DBProxy)<br \/>\n    [\u5e94\u7528\u4ee3\u7801] \u2500\u2500\u25b6 [\u96c6\u4e2d\u5f0f Proxy \u7f51\u5173\u96c6\u7fa4] \u2500\u2500\u25b6 [\u540e\u7f6e MySQL \u5206\u5e93\u96c6\u7fa4]<br \/>\n    (\u81f4\u547d\u75db\u70b9: Proxy \u81ea\u8eab\u6210\u4e3a\u5355\u70b9\u74f6\u9888\u3001\u5206\u5e03\u5f0f 2PC \u6027\u80fd\u6781\u5176\u6602\u8d35\u3001\u8111\u88c2\u98ce\u9669\u9ad8)<br \/>\n  \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500<br \/>\n  \u2605 \u7b2c\u4e09\u4ee3: \u539f\u751f\u5206\u5e03\u5f0f Multi-Raft \u5e95\u5ea7 (2023~2026&#043;, \u5f53\u524d\u65b9\u6848)<br \/>\n    [\u5e94\u7528\u4ee3\u7801] \u2500\u2500(\u6807\u51c6 SQL \u63a5\u53e3, 0 \u4fb5\u5165)\u2500\u2500\u25b6 [\u65e0\u72b6\u6001\u5206\u5e03\u5f0f SQL \u8ba1\u7b97\u5c42]<br \/>\n                                                    \u2502<br \/>\n                                                    \u25bc<br \/>\n    [\u539f\u751f Multi-Raft \u5b58\u50a8\u6c60: 25 \u4e07\u4e2a Region \u81ea\u52a8\u52a8\u6001\u5206\u88c2\u3001\u81ea\u9002\u5e94\u8fc1\u79fb\u4e0e\u591a\u526f\u672c\u5f3a\u4e00\u81f4!]<\/p>\n<h4>\u7b2c\u4e00\u4ee3&#xff08;2015~2019&#xff09;&#xff1a;\u5ba2\u6237\u7aef\u5206\u5e93\u5206\u8868\u7684\u201c\u624b\u5de5\u75db\u82e6\u65f6\u4ee3\u201d<\/h4>\n<p>\u5728\u7b2c\u4e00\u4ee3\u67b6\u6784\u4e2d&#xff0c;\u5206\u5e03\u5f0f\u80fd\u529b\u5b8c\u5168\u88ab\u751f\u786c\u5730\u585e\u8fdb\u4e86\u4e1a\u52a1\u5e94\u7528\u4ee3\u7801\u6216 SDK \u5185\u90e8&#xff08;\u5982\u65e9\u671f\u7684 TDDL\u3001Sharding-JDBC&#xff09;&#xff1a;<\/p>\n<ul>\n<li>\u4e1a\u52a1\u4ee3\u7801\u5f3a\u8026\u5408&#xff1a;\u7814\u53d1\u4eba\u5458\u5199\u6bcf\u4e00\u53e5 SQL \u90fd\u5fc5\u987b\u5c0f\u5fc3\u7ffc\u7ffc\u5730\u5e26\u7740 sharding_key&#xff1b;<\/li>\n<li>\u6269\u5bb9\u4ee3\u4ef7\u6df1\u4e0d\u89c1\u5e95&#xff1a;\u4e00\u65e6\u9884\u5148\u89c4\u5212\u7684 1024 \u5f20\u8868\u5bb9\u91cf\u7528\u5b8c&#xff0c;\u56e2\u961f\u5fc5\u987b\u505c\u673a\u6570\u5929&#xff0c;\u7f16\u5199\u6781\u5176\u7e41\u7410\u7684\u53cc\u5199\u8fc1\u79fb\u811a\u672c\u8fdb\u884c\u201c\u518d\u62c6\u8868&#xff08;Re-sharding&#xff09;\u201d&#xff1b;<\/li>\n<li>\u5206\u5e03\u5f0f\u4e8b\u52a1\u5f7b\u5e95\u88f8\u5954&#xff1a;\u8de8\u5e93\u4e8b\u52a1\u53ea\u80fd\u4f9d\u8d56\u4e1a\u52a1\u5c42\u505a\u6781\u5176\u590d\u6742\u7684 TCC \/ Saga \u6700\u7ec8\u4e00\u81f4\u6027\u8865\u507f&#xff0c;\u7814\u53d1\u5fc3\u667a\u8d1f\u62c5\u6781\u5176\u6c89\u91cd&#xff01;<\/li>\n<\/ul>\n<h4>\u7b2c\u4e8c\u4ee3&#xff08;2019~2023&#xff09;&#xff1a;\u96c6\u4e2d\u5f0f\u4ee3\u7406\u4e2d\u95f4\u4ef6\u7684\u201c\u59a5\u534f\u4e0e\u74f6\u9888\u201d<\/h4>\n<p>\u4e3a\u4e86\u89e3\u51b3\u4e1a\u52a1\u4ee3\u7801\u4fb5\u5165\u7684\u95ee\u9898&#xff0c;\u884c\u4e1a\u6f14\u8fdb\u51fa\u4e86\u72ec\u7acb\u7684\u6570\u636e\u5e93\u4ee3\u7406\u5c42&#xff08;\u5982 Cobar\u3001MyCat\u3001MySQL Proxy&#xff09;&#xff1a;<\/p>\n<ul>\n<li>\u89e3\u51b3\u7684\u75db\u70b9&#xff1a;\u5bf9\u5916\u66b4\u9732\u7edf\u4e00\u7684\u5355\u4e2a MySQL \u534f\u8bae\u7aef\u53e3&#xff0c;\u4e1a\u52a1\u65e0\u9700\u518d\u5173\u5fc3\u5e95\u5c42\u5206\u8868&#xff1b;<\/li>\n<li>\u81f4\u547d\u65b0\u74f6\u9888&#xff1a;\n<li>Proxy \u8282\u70b9\u81ea\u8eab\u6210\u4e3a\u4e86\u7f51\u7edc\u4e0e\u5185\u5b58\u7684\u5de8\u5927\u5355\u70b9\u6027\u80fd\u74f6\u9888&#xff1b;<\/li>\n<li>\u5e95\u5c42\u4f9d\u7136\u662f\u6570\u5341\u4e2a\u72ec\u7acb\u7684 MySQL \u5b9e\u4f8b&#xff0c;\u5206\u5e03\u5f0f 2PC&#xff08;\u4e24\u9636\u6bb5\u63d0\u4ea4&#xff09;\u5728\u8de8\u7f51\u7edc\u4e0b\u6027\u80fd\u6781\u5176\u6602\u8d35&#xff08;TPS \u6781\u4f4e&#xff09;&#xff1b;<\/li>\n<li>\u4e00\u65e6\u53d1\u751f\u7f51\u7edc\u5206\u533a&#xff0c;Proxy \u6781\u6613\u53d1\u751f\u8bef\u5224\u5bfc\u81f4\u8111\u88c2\u810f\u5199&#xff01;<\/li>\n<\/li>\n<\/ul>\n<h4>\u7b2c\u4e09\u4ee3&#xff08;2023~2026&#043;&#xff09;&#xff1a;\u539f\u751f\u5206\u5e03\u5f0f Multi-Raft \u5e95\u5ea7\u7684\u201c\u964d\u7ef4\u6253\u51fb\u201d<\/h4>\n<p>\u7b2c\u4e09\u4ee3\u539f\u751f\u5206\u5e03\u5f0f\u67b6\u6784\u5f7b\u5e95\u6253\u7834\u4e86\u201c\u5206\u5e93\u5206\u8868\u201d\u7684\u65e7\u601d\u7ef4&#xff0c;\u4ece\u5e95\u5c42\u5b58\u50a8\u5f15\u64ce\u548c\u5171\u8bc6\u7b97\u6cd5\u5c42\u8fdb\u884c\u4e86\u9769\u547d\u6027\u91cd\u6784&#xff1a;<\/p>\n<p>[\u539f\u751f\u5206\u5e03\u5f0f Multi-Raft \u67b6\u6784\u4e09\u5927\u7ec8\u6781\u964d\u7ef4\u6253\u51fb\u4f18\u52bf]<\/p>\n<p>  1. \u5b58\u50a8\u5c42\u771f\u5f3a\u4e00\u81f4:<br \/>\n     &#8211; \u6bcf\u4e2a Region \u5206\u7247\u901a\u8fc7 Multi-Raft \u591a\u6570\u6d3e\u5b9e\u73b0\u786c\u4ef6\u7ea7\u9ad8\u53ef\u7528&#xff0c;\u5f7b\u5e95\u544a\u522b\u5f02\u6b65\u4e3b\u4ece\u590d\u5236\u4e22\u5931\u6570\u636e!<\/p>\n<p>  2. \u6781\u81f4\u5f39\u6027\u4e0e\u81ea\u6108:<br \/>\n     &#8211; \u5206\u7247\u8d85\u8fc7 96MB \u81ea\u52a8\u5206\u88c2&#xff0c;\u65b0\u673a\u5668\u4e0a\u7ebf\u81ea\u52a8\u62d3\u6251\u518d\u5747\u8861&#xff0c;\u6269\u5bb9\u642c\u8fc1\u4e1a\u52a1\u53d1\u751f\u6574\u6574 0 \u611f\u77e5!<\/p>\n<p>  3. \u5b8c\u6574 ACID \u5206\u5e03\u5f0f\u4e8b\u52a1:<br \/>\n     &#8211; \u57fa\u4e8e Percolator \/ MVCC \u4e0e\u4e50\u89c2\u9501\/\u60b2\u89c2\u9501\u5e76\u53d1\u63a7\u5236&#xff0c;\u8de8\u5168\u96c6\u7fa4\u4efb\u610f\u8868\u5173\u8054\u5982\u540c\u5355\u673a\u4e00\u6837\u4f18\u96c5\u81ea\u7136!<\/p>\n<ul>\n<li>\u5355\u8868\u4e07\u4ebf\u884c\u65e0\u611f\u627f\u8f7d&#xff1a;\u7814\u53d1\u4eba\u5458\u50cf\u4f7f\u7528\u5355\u673a MySQL \u4e00\u6837\u5efa\u8868&#xff0c;\u65e0\u9700\u518d\u5173\u5fc3\u4efb\u4f55\u5206\u7247\u89c4\u5219&#xff1b;<\/li>\n<li>\u4e07\u4ebf\u89c4\u6a21\u79d2\u7ea7\u81ea\u6108&#xff1a;96 \u53f0\u88f8\u91d1\u5c5e\u8282\u70b9\u300125 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