{"id":98823,"date":"2026-09-01T13:56:52","date_gmt":"2026-09-01T05:56:52","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/98823.html"},"modified":"2026-09-01T13:56:52","modified_gmt":"2026-09-01T05:56:52","slug":"clickhouse%e6%95%b0%e6%8d%ae%e5%a4%87%e4%bb%bd%e4%b8%8e%e6%81%a2%e5%a4%8d%e5%ae%9e%e6%88%98%ef%bc%9a%e4%bb%8e%e5%9f%ba%e7%a1%80%e6%93%8d%e4%bd%9c%e5%88%b0%e5%b7%a5%e5%85%b7%e5%ba%94%e7%94%a8","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/98823.html","title":{"rendered":"ClickHouse\u6570\u636e\u5907\u4efd\u4e0e\u6062\u590d\u5b9e\u6218\uff1a\u4ece\u57fa\u7840\u64cd\u4f5c\u5230\u5de5\u5177\u5e94\u7528"},"content":{"rendered":"<h3>\u4e00\u3001\u5f15\u8a00&#xff1a;\u4e3a\u4ec0\u4e48 ClickHouse \u5907\u4efd\u5982\u6b64\u91cd\u8981<\/h3>\n<p>ClickHouse 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\u7684\u521d\u671f\u9636\u6bb5&#xff0c;\u628a\u4e3b\u8981\u7cbe\u529b\u90fd\u653e\u5728\u5efa\u8868\u4f18\u5316\u3001\u67e5\u8be2\u8c03\u4f18\u548c\u96c6\u7fa4\u6269\u5bb9\u4e0a&#xff0c;\u5374\u5bb9\u6613\u5ffd\u89c6\u4e00\u4e2a\u81f3\u5173\u91cd\u8981\u7684\u95ee\u9898\u2014\u2014\u6570\u636e\u5907\u4efd\u4e0e\u6062\u590d\u3002<\/p>\n<p>\u6570\u636e\u4e22\u5931\u7684\u573a\u666f\u8fdc\u6bd4\u60f3\u8c61\u4e2d\u5e38\u89c1&#xff1a;\u78c1\u76d8\u635f\u574f\u3001\u8bef\u6267\u884c DELETE \u6216 DROP \u8bed\u53e5\u3001\u5347\u7ea7\u5931\u8d25\u5bfc\u81f4\u5143\u6570\u636e\u635f\u574f\u3001\u673a\u623f\u65ad\u7535\u3001\u4eba\u4e3a\u64cd\u4f5c\u5931\u8bef\u3001\u52d2\u7d22\u75c5\u6bd2\u653b\u51fb&#xff0c;\u751a\u81f3\u4e91\u5382\u5546\u7684\u5e95\u5c42\u6545\u969c&#xff0c;\u90fd\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u4e0d\u53ef\u6062\u590d\u3002\u5bf9\u4e8e\u5206\u6790\u578b\u6570\u636e\u5e93\u6765\u8bf4&#xff0c;\u867d\u7136\u90e8\u5206\u6570\u636e\u53ef\u4ee5\u4ece\u4e0a\u6e38\u4e1a\u52a1\u7cfb\u7edf\u91cd\u65b0\u56de\u704c&#xff0c;\u4f46\u56de\u704c\u6210\u672c\u5f80\u5f80\u6781\u9ad8&#xff0c;\u800c\u4e14\u5bf9\u4e8e\u5df2\u7ecf\u505a\u8fc7\u805a\u5408\u3001\u53bb\u91cd\u3001\u7269\u5316\u89c6\u56fe\u8ba1\u7b97\u7684\u7ed3\u679c\u6570\u636e&#xff0c;\u5f80\u5f80\u6839\u672c\u65e0\u6cd5\u901a\u8fc7\u91cd\u653e\u65e5\u5fd7\u6062\u590d\u3002\u56e0\u6b64&#xff0c;\u5efa\u7acb\u4e00\u5957\u53ef\u9760\u7684\u5907\u4efd\u4e0e\u6062\u590d\u4f53\u7cfb&#xff0c;\u662f ClickHouse \u751f\u4ea7\u73af\u5883\u843d\u5730\u7684\u57fa\u672c\u8981\u6c42\u3002<\/p>\n<p>\u672c\u6587\u5c06\u4ece ClickHouse \u7684\u5b58\u50a8\u67b6\u6784\u8bb2\u8d77&#xff0c;\u6df1\u5165\u4ecb\u7ecd\u51b7\u5907\u4efd\u3001FREEZE \u547d\u4ee4\u3001\u6587\u4ef6\u7cfb\u7edf\u5feb\u7167\u3001clickhouse-backup \u5de5\u5177\u3001\u539f\u751f BACKUP\/RESTORE \u8bed\u53e5\u7b49\u591a\u79cd\u5907\u4efd\u65b9\u6848&#xff0c;\u5e76\u7ed3\u5408\u5b9e\u6218\u811a\u672c\u548c\u573a\u666f\u6f14\u7ec3&#xff0c;\u5e2e\u52a9\u8bfb\u8005\u5efa\u7acb\u4e00\u5957\u5b8c\u6574\u7684\u5907\u4efd\u6062\u590d\u80fd\u529b\u3002\u65e0\u8bba\u4f60\u662f\u521a\u5f00\u59cb\u63a5\u89e6 ClickHouse \u7684\u521d\u5b66\u8005&#xff0c;\u8fd8\u662f\u9700\u8981\u4e3a\u73b0\u6709\u96c6\u7fa4\u8865\u9f50\u5bb9\u707e\u4f53\u7cfb\u7684\u8001\u624b&#xff0c;\u90fd\u80fd\u4ece\u672c\u6587\u4e2d\u627e\u5230\u53ef\u4ee5\u76f4\u63a5\u843d\u5730\u7684\u64cd\u4f5c\u65b9\u6848\u3002<\/p>\n<h3>\u4e8c\u3001ClickHouse \u5b58\u50a8\u67b6\u6784\u57fa\u7840<\/h3>\n<p>\u8981\u7406\u89e3\u5907\u4efd\u4e0e\u6062\u590d&#xff0c;\u5fc5\u987b\u5148\u5f04\u6e05\u695a ClickHouse \u7684\u6570\u636e\u5230\u5e95\u5b58\u5728\u54ea\u91cc\u3001\u4ee5\u4ec0\u4e48\u5f62\u5f0f\u5b58\u50a8\u3001\u4fee\u6539\u6570\u636e\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48\u3002ClickHouse \u7684\u6570\u636e\u5b58\u50a8\u4e0e\u4f20\u7edf\u7684\u884c\u5f0f\u6570\u636e\u5e93\u6709\u5f88\u5927\u7684\u4e0d\u540c&#xff0c;\u5176\u5e95\u5c42\u57fa\u4e8e MergeTree \u8868\u5f15\u64ce\u5bb6\u65cf&#xff0c;\u91c7\u7528 LSM \u98ce\u683c\u7684\u5206\u533a\u3001\u5206\u7247\u4e0e\u540e\u53f0\u5408\u5e76\u673a\u5236\u3002\u53ea\u6709\u7406\u89e3\u4e86\u8fd9\u4e9b\u673a\u5236&#xff0c;\u624d\u80fd\u77e5\u9053\u5728\u5907\u4efd\u65f6\u5e94\u8be5\u5173\u6ce8\u54ea\u4e9b\u6587\u4ef6\u3001\u5982\u4f55\u4fdd\u8bc1\u6570\u636e\u4e00\u81f4\u6027\u3001\u4ee5\u53ca\u4e3a\u4ec0\u4e48\u67d0\u4e9b\u573a\u666f\u4e0b\u7b80\u5355\u590d\u5236\u6587\u4ef6\u4f1a\u5e26\u6765\u98ce\u9669\u3002<\/p>\n<h4>2.1 \u6570\u636e\u76ee\u5f55\u7ed3\u6784<\/h4>\n<p>ClickHouse \u9ed8\u8ba4\u7684\u6570\u636e\u76ee\u5f55\u4f4d\u4e8e \/var\/lib\/clickhouse\/&#xff0c;\u53ef\u4ee5\u901a\u8fc7\u914d\u7f6e\u6587\u4ef6 config.xml \u4e2d\u7684 path \u53c2\u6570\u4fee\u6539\u3002\u4e00\u4e2a\u5178\u578b\u7684\u6570\u636e\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b&#xff1a;<\/p>\n<p>\/var\/lib\/clickhouse\/<br \/>\n\u251c\u2500\u2500 metadata\/                # \u5143\u6570\u636e\u76ee\u5f55<br \/>\n\u2502   \u251c\u2500\u2500 default\/             # \u6570\u636e\u5e93\u76ee\u5f55<br \/>\n\u2502   \u2502   \u2514\u2500\u2500 events.sql       # \u8868\u5b9a\u4e49\u6587\u4ef6<br \/>\n\u2502   \u251c\u2500\u2500 default.sql          # \u6570\u636e\u5e93\u5b9a\u4e49\u6587\u4ef6<br \/>\n\u2502   \u2514\u2500\u2500 system\/              # \u7cfb\u7edf\u5e93\u5143\u6570\u636e<br \/>\n\u251c\u2500\u2500 data\/                    # \u6570\u636e\u6587\u4ef6\u76ee\u5f55<br \/>\n\u2502   \u251c\u2500\u2500 default\/             # \u6570\u636e\u5e93\u76ee\u5f55<br \/>\n\u2502   \u2502   \u2514\u2500\u2500 events\/          # \u8868\u6570\u636e\u76ee\u5f55<br \/>\n\u2502   \u2502       \u251c\u2500\u2500 202501_1_1_0\/   # \u5206\u533a\u76ee\u5f55<br \/>\n\u2502   \u2502       \u251c\u2500\u2500 detached\/        # \u5206\u79bb\u7684\u5206\u533a<br \/>\n\u2502   \u2502       \u2514\u2500\u2500 format_version.txt<br \/>\n\u2502   \u2514\u2500\u2500 system\/              # \u7cfb\u7edf\u5e93\u6570\u636e<br \/>\n\u251c\u2500\u2500 store\/                   # \u78c1\u76d8\u5b58\u50a8\u6620\u5c04<br \/>\n\u251c\u2500\u2500 shadow\/                  # FREEZE \u547d\u4ee4\u751f\u6210\u7684\u5f71\u5b50\u526f\u672c<br \/>\n\u251c\u2500\u2500 tmp\/                     # \u4e34\u65f6\u6587\u4ef6<br \/>\n\u251c\u2500\u2500 flags\/                   # \u6807\u5fd7\u6587\u4ef6<br \/>\n\u251c\u2500\u2500 format_schemas\/          # \u683c\u5f0f Schema<br \/>\n\u251c\u2500\u2500 access\/                  # \u7528\u6237\u548c\u6743\u9650\u76f8\u5173\u6587\u4ef6<br \/>\n\u2514\u2500\u2500 user_files\/              # \u7528\u6237\u6587\u4ef6<\/p>\n<p>\u5176\u4e2d metadata \u76ee\u5f55\u4fdd\u5b58\u4e86\u6240\u6709\u6570\u636e\u5e93\u548c\u8868\u7684 DDL \u5b9a\u4e49&#xff0c;\u6bcf\u4e2a\u5e93\u5bf9\u5e94\u4e00\u4e2a\u76ee\u5f55&#xff0c;\u6bcf\u4e2a\u8868\u5bf9\u5e94\u4e00\u4e2a .sql \u6587\u4ef6\u3002\u4f8b\u5982 default\/events.sql \u7684\u5185\u5bb9\u901a\u5e38\u662f\u4e00\u884c\u5b8c\u6574\u7684 ATTACH TABLE \u6216 CREATE TABLE \u8bed\u53e5&#xff0c;\u5305\u542b\u8868\u5f15\u64ce\u3001\u5b57\u6bb5\u5b9a\u4e49\u3001\u6392\u5e8f\u952e\u3001\u5206\u533a\u952e\u7b49\u5b8c\u6574\u4fe1\u606f\u3002\u5982\u679c\u8fd9\u4e2a\u6587\u4ef6\u4e22\u5931\u6216\u635f\u574f&#xff0c;\u5373\u4f7f\u6570\u636e\u6587\u4ef6\u8fd8\u5728&#xff0c;ClickHouse \u4e5f\u65e0\u6cd5\u8bc6\u522b\u8fd9\u5f20\u8868\u3002<\/p>\n<p>data \u76ee\u5f55\u4fdd\u5b58\u7684\u662f\u5404\u8868\u771f\u6b63\u7684\u5217\u6570\u636e\u6587\u4ef6&#xff0c;\u6309\u6570\u636e\u5e93\u548c\u8868\u540d\u7ec4\u7ec7\u3002\u5bf9\u4e8e MergeTree \u8868&#xff0c;\u8868\u6570\u636e\u76ee\u5f55\u4e0b\u4f1a\u6309\u5206\u533a\u952e\u7684\u53d6\u503c\u751f\u6210\u5206\u533a\u76ee\u5f55&#xff0c;\u4f8b\u5982 202501_1_1_0 \u8868\u793a 2025 \u5e74 1 \u6708\u5206\u533a\u3001\u6700\u5c0f\u5757\u7f16\u53f7 1\u3001\u6700\u5927\u5757\u7f16\u53f7 1\u3001\u5c42\u7ea7 0\u3002\u6bcf\u4e2a\u5206\u533a\u76ee\u5f55\u5185\u90e8\u5b58\u653e .bin \u6570\u636e\u6587\u4ef6\u3001.mrk \u6807\u8bb0\u6587\u4ef6\u548c count.txt \u884c\u6570\u4fe1\u606f\u7b49\u3002<\/p>\n<h4>2.2 MergeTree \u5b58\u50a8\u673a\u5236<\/h4>\n<p>MergeTree \u8868\u5f15\u64ce\u662f ClickHouse \u6700\u6838\u5fc3\u7684\u5b58\u50a8\u5f15\u64ce&#xff0c;\u7edd\u5927\u591a\u6570\u4e1a\u52a1\u8868\u90fd\u57fa\u4e8e\u5b83\u6216\u5176\u53d8\u4f53&#xff08;ReplicatedMergeTree\u3001AggregatingMergeTree\u3001ReplacingMergeTree \u7b49&#xff09;\u3002\u5b83\u7684\u5199\u5165\u673a\u5236\u662f&#xff1a;\u6570\u636e\u5148\u4ee5 Part&#xff08;\u6570\u636e\u7247&#xff09;\u7684\u5f62\u5f0f\u5199\u5165\u78c1\u76d8&#xff0c;\u540e\u53f0\u4f1a\u5468\u671f\u6027\u5730\u5c06\u591a\u4e2a\u5c0f Part \u5408\u5e76\u6210\u5927 Part\u3002\u8fd9\u79cd\u673a\u5236\u5e26\u6765\u7684\u4e00\u4e2a\u76f4\u63a5\u540e\u679c\u662f&#xff1a;\u6570\u636e\u76ee\u5f55\u4e2d\u7684\u6587\u4ef6\u4f1a\u4e0d\u65ad\u53d8\u5316&#xff0c;Part \u4f1a\u88ab\u521b\u5efa\u3001\u5408\u5e76\u548c\u5220\u9664\u3002<\/p>\n<p>\u5177\u4f53\u6765\u8bf4&#xff0c;\u6bcf\u6b21 INSERT \u64cd\u4f5c\u90fd\u4f1a\u751f\u6210\u4e00\u4e2a\u65b0\u7684 Part \u76ee\u5f55&#xff0c;\u547d\u540d\u683c\u5f0f\u4e3a \u5206\u533a_\u6700\u5c0f\u5757\u53f7_\u6700\u5927\u5757\u53f7_\u5c42\u7ea7\u3002\u5f53\u540e\u53f0\u5408\u5e76\u7ebf\u7a0b\u5c06\u591a\u4e2a Part \u5408\u5e76\u540e&#xff0c;\u4f1a\u751f\u6210\u4e00\u4e2a\u65b0 Part&#xff0c;\u5e76\u628a\u65e7 Part \u6807\u8bb0\u4e3a\u8fc7\u671f&#xff0c;\u7a0d\u540e\u7269\u7406\u5220\u9664\u3002\u8fd9\u610f\u5473\u7740\u5982\u679c\u6211\u4eec\u76f4\u63a5\u590d\u5236\u6570\u636e\u76ee\u5f55&#xff0c;\u5fc5\u987b\u4fdd\u8bc1\u5728\u590d\u5236\u8fc7\u7a0b\u4e2d\u6ca1\u6709\u6b63\u5728\u8fdb\u884c\u7684\u5199\u5165\u548c\u5408\u5e76\u64cd\u4f5c&#xff0c;\u5426\u5219\u590d\u5236\u51fa\u6765\u7684\u6587\u4ef6\u96c6\u5408\u53ef\u80fd\u5904\u4e8e\u4e0d\u4e00\u81f4\u72b6\u6001&#xff0c;\u6062\u590d\u540e\u4f1a\u51fa\u73b0\u6570\u636e\u7f3a\u5931\u6216\u91cd\u590d\u7684\u60c5\u51b5\u3002<\/p>\n<h4>2.3 ZooKeeper \u5143\u6570\u636e<\/h4>\n<p>\u5bf9\u4e8e\u4f7f\u7528 ReplicatedMergeTree \u8868\u5f15\u64ce\u7684\u590d\u5236\u8868&#xff0c;ClickHouse \u4f9d\u8d56 ZooKeeper \u6765\u534f\u8c03\u591a\u4e2a\u526f\u672c\u4e4b\u95f4\u7684\u6570\u636e\u540c\u6b65\u3002ZooKeeper \u4e2d\u4fdd\u5b58\u4e86\u6bcf\u4e2a\u590d\u5236\u8868\u7684\u526f\u672c\u5217\u8868\u3001Part \u6e05\u5355\u3001\u961f\u5217\u4fe1\u606f\u3001\u5757\u7f16\u53f7\u5206\u914d\u7b49\u5143\u6570\u636e\u3002\u5907\u4efd\u590d\u5236\u8868\u65f6&#xff0c;\u4ec5\u4ec5\u5907\u4efd ClickHouse \u6570\u636e\u76ee\u5f55\u662f\u4e0d\u591f\u7684&#xff0c;\u8fd8\u9700\u8981\u8003\u8651 ZooKeeper \u5143\u6570\u636e\u7684\u5907\u4efd&#xff0c;\u5426\u5219\u6062\u590d\u540e\u526f\u672c\u4e4b\u95f4\u7684\u72b6\u6001\u53ef\u80fd\u4e0d\u4e00\u81f4&#xff0c;\u5bfc\u81f4\u65e0\u6cd5\u6b63\u5e38\u540c\u6b65\u3002<\/p>\n<p>\u4e00\u822c\u6765\u8bf4&#xff0c;ReplicatedMergeTree \u8868\u7684\u6570\u636e\u6587\u4ef6\u5907\u4efd\u540e\u6062\u590d\u65f6&#xff0c;\u53ef\u4ee5\u5148\u6062\u590d\u5230\u67d0\u4e00\u4e2a\u526f\u672c\u8282\u70b9&#xff0c;\u7136\u540e\u8ba9\u8be5\u8282\u70b9\u4f5c\u4e3a\u6570\u636e\u6e90&#xff0c;\u901a\u8fc7 ZooKeeper \u5411\u5176\u4ed6\u526f\u672c\u540c\u6b65\u3002\u4f46\u5982\u679c ZooKeeper \u4e2d\u8be5\u8868\u7684\u5143\u6570\u636e\u4e5f\u53d1\u751f\u4e86\u635f\u574f\u6216\u4e22\u5931&#xff0c;\u90a3\u4e48\u53ea\u5907\u4efd\u6570\u636e\u6587\u4ef6\u5c31\u65e0\u6cd5\u76f4\u63a5\u6062\u590d\u590d\u5236\u5173\u7cfb\u3002\u56e0\u6b64\u5b8c\u6574\u7684\u4f01\u4e1a\u7ea7\u5907\u4efd\u65b9\u6848\u5fc5\u987b\u540c\u65f6\u517c\u987e ClickHouse \u6570\u636e\u6587\u4ef6\u548c ZooKeeper \u5143\u6570\u636e\u3002<\/p>\n<h3>\u4e09\u3001\u5907\u4efd\u7684\u6838\u5fc3\u6982\u5ff5\u4e0e\u9009\u578b\u4f9d\u636e<\/h3>\n<p>\u5728\u52a8\u624b\u5199\u5907\u4efd\u811a\u672c\u4e4b\u524d&#xff0c;\u6211\u4eec\u9700\u8981\u5148\u660e\u786e\u51e0\u4e2a\u5173\u952e\u6982\u5ff5\u548c\u9009\u578b\u4f9d\u636e\u3002\u5907\u4efd\u4e0d\u662f\u7b80\u5355\u7684\u300c\u628a\u6587\u4ef6\u590d\u5236\u4e00\u4efd\u300d&#xff0c;\u800c\u662f\u4e00\u4e2a\u6d89\u53ca\u4e00\u81f4\u6027\u3001\u6062\u590d\u65f6\u95f4\u76ee\u6807\u3001\u6062\u590d\u70b9\u76ee\u6807\u3001\u5b58\u50a8\u6210\u672c\u548c\u8fd0\u7ef4\u590d\u6742\u5ea6\u7684\u7cfb\u7edf\u5de5\u7a0b\u3002\u4e0d\u540c\u7684\u4e1a\u52a1\u573a\u666f\u5bf9\u5907\u4efd\u7684\u8981\u6c42\u5dee\u5f02\u5f88\u5927&#xff0c;\u76f2\u76ee\u8ffd\u6c42\u6700\u590d\u6742\u7684\u65b9\u6848\u53cd\u800c\u4f1a\u5e26\u6765\u4e0d\u5fc5\u8981\u7684\u6210\u672c\u3002<\/p>\n<h4>3.1 \u51b7\u5907\u4efd\u4e0e\u70ed\u5907\u4efd<\/h4>\n<p>\u51b7\u5907\u4efd\u662f\u6307\u5728\u6570\u636e\u5e93\u505c\u6b62\u670d\u52a1\u6216\u8868\u5904\u4e8e\u51bb\u7ed3\u72b6\u6001\u65f6\u8fdb\u884c\u7684\u5907\u4efd\u3002\u7531\u4e8e\u6b64\u65f6\u4e0d\u4f1a\u6709\u65b0\u7684\u5199\u5165\u548c\u5408\u5e76\u64cd\u4f5c&#xff0c;\u76f4\u63a5\u590d\u5236\u6570\u636e\u6587\u4ef6\u5373\u53ef\u83b7\u5f97\u4e00\u81f4\u7684\u6570\u636e\u5feb\u7167\u3002\u51b7\u5907\u4efd\u7684\u4f18\u70b9\u662f\u5b9e\u73b0\u7b80\u5355\u3001\u6210\u672c\u4f4e\u3001\u4e00\u81f4\u6027\u6709\u4fdd\u8bc1&#xff1b;\u7f3a\u70b9\u662f\u505c\u673a\u6216\u51bb\u7ed3\u671f\u95f4\u65e0\u6cd5\u63d0\u4f9b\u670d\u52a1&#xff0c;\u5bf9\u4e8e 7&#215;24 \u5c0f\u65f6\u8fd0\u884c\u7684\u4e1a\u52a1\u6765\u8bf4\u4e0d\u53ef\u63a5\u53d7\u3002<\/p>\n<p>\u70ed\u5907\u4efd\u662f\u6307\u6570\u636e\u5e93\u5728\u6b63\u5e38\u8fd0\u884c\u72b6\u6001\u4e0b\u8fdb\u884c\u7684\u5907\u4efd\u3002\u70ed\u5907\u4efd\u9700\u8981\u501f\u52a9\u6587\u4ef6\u7cfb\u7edf\u5feb\u7167\u3001FREEZE \u547d\u4ee4\u6216\u4e13\u95e8\u7684\u5907\u4efd\u5de5\u5177\u6765\u4fdd\u8bc1\u4e00\u81f4\u6027\u3002\u70ed\u5907\u4efd\u7684\u4f18\u70b9\u662f\u4e1a\u52a1\u4e0d\u4e2d\u65ad&#xff0c;\u7f3a\u70b9\u662f\u5b9e\u73b0\u76f8\u5bf9\u590d\u6742&#xff0c;\u9700\u8981\u5904\u7406\u5e76\u53d1\u5199\u5165\u5e26\u6765\u7684\u6587\u4ef6\u53d8\u5316\u95ee\u9898\u3002<\/p>\n<h4>3.2 RPO \u4e0e RTO<\/h4>\n<p>RPO&#xff08;Recovery Point Objective&#xff0c;\u6062\u590d\u70b9\u76ee\u6807&#xff09;\u662f\u6307\u707e\u96be\u53d1\u751f\u540e&#xff0c;\u80fd\u591f\u5bb9\u5fcd\u4e22\u5931\u591a\u5c11\u65f6\u95f4\u7684\u6570\u636e\u3002\u4f8b\u5982 RPO \u4e3a 1 \u5c0f\u65f6&#xff0c;\u610f\u5473\u7740\u6700\u591a\u5141\u8bb8\u4e22\u5931\u6700\u8fd1 1 \u5c0f\u65f6\u7684\u6570\u636e\u3002RPO \u51b3\u5b9a\u4e86\u5907\u4efd\u7684\u9891\u7387&#xff1a;\u5168\u91cf\u5907\u4efd\u52a0\u589e\u91cf\u5907\u4efd\u7684\u65f6\u95f4\u95f4\u9694\u8d8a\u77ed&#xff0c;RPO \u8d8a\u5c0f&#xff0c;\u4f46\u5907\u4efd\u5f00\u9500\u8d8a\u5927\u3002<\/p>\n<p>RTO&#xff08;Recovery Time Objective&#xff0c;\u6062\u590d\u65f6\u95f4\u76ee\u6807&#xff09;\u662f\u6307\u707e\u96be\u53d1\u751f\u540e&#xff0c;\u4ece\u5f00\u59cb\u6062\u590d\u5230\u4e1a\u52a1\u53ef\u7528\u7684\u76ee\u6807\u65f6\u95f4\u3002\u4f8b\u5982 RTO \u4e3a 2 \u5c0f\u65f6&#xff0c;\u610f\u5473\u7740\u9700\u8981\u5728 2 \u5c0f\u65f6\u5185\u5b8c\u6210\u6570\u636e\u6062\u590d\u3002RTO \u51b3\u5b9a\u4e86\u5907\u4efd\u65b9\u6848\u548c\u6062\u590d\u6d41\u7a0b\u7684\u590d\u6742\u5ea6&#xff1a;\u4f7f\u7528\u88f8\u6587\u4ef6\u590d\u5236\u6062\u590d\u6bd4\u4f7f\u7528\u538b\u7f29\u5907\u4efd\u5305\u6062\u590d\u66f4\u5feb&#xff0c;\u672c\u5730\u5907\u4efd\u6bd4\u8fdc\u7a0b\u5907\u4efd\u6062\u590d\u66f4\u5feb\u3002<\/p>\n<p>\u5728\u8bbe\u8ba1\u5907\u4efd\u65b9\u6848\u65f6&#xff0c;\u9700\u8981\u4e0e\u4e1a\u52a1\u65b9\u660e\u786e RPO \u548c RTO \u6307\u6807&#xff0c;\u7136\u540e\u636e\u6b64\u9009\u62e9\u5907\u4efd\u9891\u7387\u3001\u5907\u4efd\u4ecb\u8d28\u548c\u6062\u590d\u6d41\u7a0b\u3002\u4f8b\u5982\u5bf9\u4e8e\u6838\u5fc3\u4ea4\u6613\u5206\u6790\u6570\u636e&#xff0c;\u53ef\u80fd\u9700\u8981 RPO \u63a5\u8fd1 0\u3001RTO \u5728\u5c0f\u65f6\u7ea7&#xff1b;\u800c\u5bf9\u4e8e\u53ef\u4ee5\u91cd\u65b0\u8ba1\u7b97\u7684\u5386\u53f2\u65e5\u5fd7\u6570\u636e&#xff0c;RPO \u53ef\u4ee5\u653e\u5bbd\u5230\u5929\u7ea7\u3002<\/p>\n<h4>3.3 \u5907\u4efd\u7c92\u5ea6<\/h4>\n<p>ClickHouse \u5907\u4efd\u7684\u7c92\u5ea6\u53ef\u4ee5\u5206\u4e3a\u56db\u79cd&#xff1a;<\/p>\n<ul>\n<li>\u6574\u5e93\u5907\u4efd&#xff1a;\u5907\u4efd\u6240\u6709\u6570\u636e\u5e93\u3001\u6240\u6709\u8868\u53ca\u5143\u6570\u636e&#xff0c;\u6062\u590d\u65f6\u6574\u4f53\u8fd8\u539f\u3002\u9002\u5408\u4e00\u6b21\u6027\u642d\u5efa\u5b8c\u6574\u5bb9\u707e\u73af\u5883\u3002<\/li>\n<li>\u6570\u636e\u5e93\u7ea7\u5907\u4efd&#xff1a;\u5907\u4efd\u67d0\u4e2a\u6570\u636e\u5e93\u7684\u5168\u90e8\u8868&#xff0c;\u6062\u590d\u65f6\u8fd8\u539f\u6574\u4e2a\u5e93\u3002<\/li>\n<li>\u8868\u7ea7\u5907\u4efd&#xff1a;\u53ea\u5907\u4efd\u6307\u5b9a\u7684\u8868&#xff0c;\u9002\u5408\u6570\u636e\u91cf\u5de8\u5927\u4f46\u53ea\u6709\u90e8\u5206\u6838\u5fc3\u8868\u9700\u8981\u9ad8\u9891\u5907\u4efd\u7684\u573a\u666f\u3002<\/li>\n<li>\u5206\u533a\u7ea7\u5907\u4efd&#xff1a;\u5907\u4efd\u8868\u7684\u67d0\u4e2a\u5206\u533a\u7684\u6570\u636e&#xff0c;\u9002\u5408\u6309\u6708\u5206\u533a\u3001\u5386\u53f2\u5206\u533a\u4e0d\u518d\u53d8\u5316\u7684\u573a\u666f&#xff0c;\u53ef\u4ee5\u53ea\u5bf9\u65b0\u5206\u533a\u505a\u589e\u91cf\u52a8\u4f5c\u3002<\/li>\n<\/ul>\n<p>\u4e0d\u540c\u7c92\u5ea6\u7684\u5907\u4efd\u6210\u672c\u5dee\u5f02\u5f88\u5927\u3002\u5728\u5b9e\u8df5\u4e2d&#xff0c;\u901a\u5e38\u91c7\u7528\u300c\u5168\u91cf\u5907\u4efd &#043; \u589e\u91cf\u5907\u4efd\u300d\u7684\u7ec4\u5408\u7b56\u7565&#xff1a;\u5b9a\u671f\u505a\u5168\u91cf\u5907\u4efd&#xff0c;\u671f\u95f4\u5bf9\u53d8\u5316\u7684\u5206\u533a\u505a\u589e\u91cf\u5907\u4efd&#xff0c;\u4ee5\u5e73\u8861\u5907\u4efd\u65f6\u95f4\u548c\u6062\u590d\u65f6\u95f4\u3002<\/p>\n<h3>\u56db\u3001\u51b7\u5907\u4efd\u5b9e\u6218&#xff1a;\u505c\u6b62\u670d\u52a1\u590d\u5236\u6570\u636e\u76ee\u5f55<\/h3>\n<p>\u51b7\u5907\u4efd\u662f\u6240\u6709\u5907\u4efd\u65b9\u6848\u4e2d\u6700\u57fa\u7840\u3001\u6700\u76f4\u89c2\u7684\u4e00\u79cd&#xff0c;\u4e5f\u662f\u7406\u89e3 ClickHouse \u5907\u4efd\u539f\u7406\u7684\u8d77\u70b9\u3002\u867d\u7136\u5b83\u5728\u751f\u4ea7\u73af\u5883\u7684\u9002\u7528\u573a\u666f\u6709\u9650&#xff0c;\u4f46\u5bf9\u4e8e\u6d4b\u8bd5\u73af\u5883\u3001\u5f00\u53d1\u73af\u5883&#xff0c;\u4ee5\u53ca\u5728\u7a97\u53e3\u671f\u5141\u8bb8\u77ed\u6682\u505c\u673a\u7684\u4e1a\u52a1&#xff0c;\u5b83\u4ecd\u7136\u662f\u4e00\u4e2a\u7b80\u5355\u6709\u6548\u7684\u65b9\u6848\u3002<\/p>\n<h4>4.1 \u5b8c\u6574\u51b7\u5907\u4efd\u6d41\u7a0b<\/h4>\n<p>\u5b8c\u6574\u51b7\u5907\u4efd\u7684\u57fa\u672c\u601d\u8def\u662f&#xff1a;\u5148\u505c\u6b62 ClickHouse \u670d\u52a1&#xff0c;\u4fdd\u8bc1\u6570\u636e\u76ee\u5f55\u5904\u4e8e\u9759\u6b62\u72b6\u6001&#xff0c;\u7136\u540e\u5c06\u6570\u636e\u76ee\u5f55\u548c\u914d\u7f6e\u76ee\u5f55\u6574\u4f53\u6253\u5305\u590d\u5236\u5230\u5907\u4efd\u4f4d\u7f6e&#xff0c;\u6700\u540e\u91cd\u65b0\u542f\u52a8\u670d\u52a1\u3002\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b&#xff1a;<\/p>\n<p># 1. \u505c\u6b62 ClickHouse \u670d\u52a1<br \/>\nsudo systemctl stop clickhouse-server<br \/>\n2. \u786e\u8ba4\u670d\u52a1\u5df2\u505c\u6b62&#xff0c;\u6ca1\u6709\u6b8b\u7559\u8fdb\u7a0b<br \/>\nps -ef | grep clickhouse | grep -v grep<br \/>\n3. \u521b\u5efa\u5907\u4efd\u76ee\u5f55<br \/>\nBACKUP_DIR&#061;\/data\/backup\/clickhouse_full_$(date &#043;%Y%m%d_%H%M%S)<br \/>\nmkdir -p &#034;$BACKUP_DIR&#034;<br \/>\n4. \u590d\u5236\u6570\u636e\u76ee\u5f55\u548c\u914d\u7f6e\u76ee\u5f55<br \/>\ncp -a \/var\/lib\/clickhouse &#034;$BACKUP_DIR\/data&#034;<br \/>\ncp -a \/etc\/clickhouse-server &#034;$BACKUP_DIR\/config&#034;<br \/>\n5. \u91cd\u65b0\u542f\u52a8 ClickHouse \u670d\u52a1<br \/>\nsudo systemctl start clickhouse-server<br \/>\n6. \u9a8c\u8bc1\u5907\u4efd\u5b8c\u6574\u6027<br \/>\nls -lh &#034;$BACKUP_DIR\/data&#034;<br \/>\ndu -sh &#034;$BACKUP_DIR\/data&#034;<\/p>\n<p>\u5728\u4e0a\u9762\u7684\u811a\u672c\u4e2d&#xff0c;cp -a \u53c2\u6570\u8868\u793a\u5f52\u6863\u65b9\u5f0f\u590d\u5236&#xff0c;\u4f1a\u4fdd\u7559\u6587\u4ef6\u7684\u6743\u9650\u3001\u6240\u6709\u8005\u548c\u65f6\u95f4\u6233\u7b49\u4fe1\u606f&#xff0c;\u8fd9\u5bf9\u4e8e ClickHouse \u7684\u6570\u636e\u6587\u4ef6\u975e\u5e38\u91cd\u8981&#xff0c;\u56e0\u4e3a\u67d0\u4e9b\u6587\u4ef6\u7684\u6240\u6709\u6743\u548c\u6743\u9650\u5728\u6062\u590d\u540e\u5fc5\u987b\u4e0e\u539f\u6765\u4e00\u81f4&#xff0c;\u5426\u5219\u670d\u52a1\u53ef\u80fd\u65e0\u6cd5\u6b63\u5e38\u8bfb\u53d6\u3002<\/p>\n<h4>4.2 \u4f7f\u7528 tar \u6253\u5305\u538b\u7f29<\/h4>\n<p>\u5982\u679c\u6570\u636e\u91cf\u8f83\u5927&#xff0c;\u76f4\u63a5 cp \u4f1a\u5360\u7528\u5927\u91cf\u78c1\u76d8\u7a7a\u95f4\u3002\u66f4\u63a8\u8350\u7684\u505a\u6cd5\u662f\u8fb9\u538b\u7f29\u8fb9\u6253\u5305&#xff0c;\u4f7f\u7528 tar \u547d\u4ee4&#xff1a;<\/p>\n<p>sudo systemctl stop clickhouse-server<br \/>\nBACKUP_FILE&#061;\/data\/backup\/clickhouse_full_$(date &#043;%Y%m%d_%H%M%S).tar.gz<br \/>\nsudo tar -czf &#034;$BACKUP_FILE&#034; -C \/var\/lib clickhouse -C \/etc clickhouse-server<br \/>\nsudo systemctl start clickhouse-server<\/p>\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f&#xff0c;ClickHouse \u7684\u6570\u636e\u538b\u7f29\u7387\u901a\u5e38\u5f88\u9ad8&#xff08;\u5217\u5f0f\u5b58\u50a8\u672c\u8eab\u5df2\u7ecf\u505a\u4e86\u538b\u7f29&#xff09;&#xff0c;\u6240\u4ee5\u518d\u7ecf\u8fc7 gzip \u538b\u7f29\u540e\u4f53\u79ef\u5e76\u4e0d\u4f1a\u663e\u8457\u51cf\u5c0f&#xff0c;\u4f46 tar \u6253\u5305\u53ef\u4ee5\u907f\u514d\u5927\u91cf\u5c0f\u6587\u4ef6\u4f20\u8f93\u65f6\u7684\u5f00\u9500\u3002\u5982\u679c\u5907\u4efd\u4ecb\u8d28\u662f\u5bf9\u8c61\u5b58\u50a8&#xff0c;\u6253\u5305\u6210\u5355\u4e2a\u6587\u4ef6\u4e5f\u66f4\u4fbf\u4e8e\u4e0a\u4f20\u548c\u7ba1\u7406\u3002\u5bf9\u4e8e\u538b\u7f29\u6bd4\u654f\u611f\u7684\u573a\u666f&#xff0c;\u53ef\u4ee5\u5c1d\u8bd5\u4f7f\u7528 zstd \u6216 lz4 \u538b\u7f29&#xff0c;\u517c\u987e\u901f\u5ea6\u548c\u4f53\u79ef\u3002<\/p>\n<h4>4.3 \u51b7\u5907\u4efd\u7684\u6062\u590d<\/h4>\n<p>\u51b7\u5907\u4efd\u7684\u6062\u590d\u540c\u6837\u7b80\u5355\u76f4\u63a5&#xff1a;\u505c\u6b62\u670d\u52a1&#xff0c;\u6e05\u7a7a\u6216\u79fb\u52a8\u5f53\u524d\u6570\u636e\u76ee\u5f55&#xff0c;\u5c06\u5907\u4efd\u6587\u4ef6\u8fd8\u539f\u5230\u539f\u4f4d\u7f6e&#xff0c;\u7136\u540e\u542f\u52a8\u670d\u52a1\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f&#xff0c;\u6062\u590d\u524d\u8981\u5907\u4efd\u5f53\u524d\u53ef\u80fd\u8fd8\u5b58\u5728\u7684\u65b0\u6570\u636e&#xff0c;\u907f\u514d\u8986\u76d6\u540e\u65e0\u6cd5\u56de\u9000\u3002<\/p>\n<p># \u5047\u8bbe\u5907\u4efd\u6587\u4ef6\u4e3a \/data\/backup\/clickhouse_full_20250120_030000.tar.gz<br \/>\n1. \u505c\u6b62\u670d\u52a1<br \/>\nsudo systemctl stop clickhouse-server<br \/>\n2. \u5c06\u5f53\u524d\u6570\u636e\u76ee\u5f55\u79fb\u8d70&#xff0c;\u4fbf\u4e8e\u56de\u9000<br \/>\nsudo mv \/var\/lib\/clickhouse \/var\/lib\/clickhouse_bak_$(date &#043;%Y%m%d_%H%M%S)<br \/>\n3. \u89e3\u538b\u5907\u4efd\u6587\u4ef6<br \/>\nsudo mkdir -p \/var\/lib\/clickhouse<br \/>\nsudo tar -xzf \/data\/backup\/clickhouse_full_20250120_030000.tar.gz -C \/var\/lib<br \/>\n4. \u68c0\u67e5\u6587\u4ef6\u6240\u6709\u8005<br \/>\nsudo chown -R clickhouse:clickhouse \/var\/lib\/clickhouse<br \/>\n5. \u542f\u52a8\u670d\u52a1<br \/>\nsudo systemctl start clickhouse-server<br \/>\n6. \u9a8c\u8bc1\u6570\u636e<br \/>\nclickhouse-client &#8211;query &#034;SELECT count() FROM default.events&#034;<\/p>\n<p>\u51b7\u5907\u4efd\u7684\u4f18\u70b9\u662f\u64cd\u4f5c\u7b80\u5355\u3001\u53ef\u9760\u6027\u9ad8&#xff0c;\u4f46\u7531\u4e8e\u9700\u8981\u505c\u673a&#xff0c;\u5728\u5927\u591a\u6570\u5728\u7ebf\u4e1a\u52a1\u4e2d\u65e0\u6cd5\u76f4\u63a5\u4f7f\u7528\u3002\u4e0d\u8fc7\u5b83\u7684\u601d\u8def\u2014\u2014\u300c\u4fdd\u8bc1\u6570\u636e\u76ee\u5f55\u5728\u5907\u4efd\u65f6\u523b\u5904\u4e8e\u4e00\u81f4\u9759\u6b62\u72b6\u6001\u300d\u2014\u2014\u662f\u6240\u6709\u5176\u4ed6\u5907\u4efd\u65b9\u6848\u7684\u57fa\u7840\u3002\u7406\u89e3\u4e86\u8fd9\u4e00\u70b9&#xff0c;\u5c31\u7406\u89e3\u4e86\u4e3a\u4ec0\u4e48 FREEZE \u547d\u4ee4\u548c clickhouse-backup \u5de5\u5177\u8981\u8bbe\u8ba1\u7279\u5b9a\u7684\u673a\u5236\u6765\u5904\u7406\u5e76\u53d1\u5199\u5165\u3002<\/p>\n<h3>\u4e94\u3001FREEZE \u547d\u4ee4\u4e0e\u5f71\u5b50\u526f\u672c\u5907\u4efd<\/h3>\n<p>\u5982\u679c\u4e1a\u52a1\u4e0d\u80fd\u63a5\u53d7\u957f\u65f6\u95f4\u505c\u673a&#xff0c;\u4f46\u53c8\u4e0d\u60f3\u5f15\u5165\u989d\u5916\u5de5\u5177&#xff0c;\u90a3\u4e48 ClickHouse \u63d0\u4f9b\u7684 FREEZE \u547d\u4ee4\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u6298\u4e2d\u65b9\u6848\u3002\u5b83\u53ef\u4ee5\u5728\u4e0d\u505c\u6b62\u670d\u52a1\u7684\u60c5\u51b5\u4e0b&#xff0c;\u521b\u5efa\u4e00\u4e2a\u6570\u636e\u76ee\u5f55\u7684\u4e00\u81f4\u6027\u5feb\u7167&#xff0c;\u7136\u540e\u6211\u4eec\u5c31\u53ef\u4ee5\u4ece\u5bb9\u5730\u590d\u5236\u8fd9\u4e2a\u5feb\u7167&#xff0c;\u800c\u4e0d\u7528\u62c5\u5fc3\u5e76\u53d1\u5199\u5165\u5bfc\u81f4\u7684\u6587\u4ef6\u4e0d\u4e00\u81f4\u3002<\/p>\n<h4>5.1 FREEZE \u547d\u4ee4\u7684\u5de5\u4f5c\u539f\u7406<\/h4>\n<p>FREEZE \u547d\u4ee4\u7684\u6838\u5fc3\u673a\u5236\u662f\u300c\u786c\u94fe\u63a5\u5f71\u5b50\u526f\u672c\u300d\u3002\u5f53\u5bf9\u8868\u6267\u884c FREEZE \u540e&#xff0c;ClickHouse \u4f1a\u5728\u6570\u636e\u76ee\u5f55\u4e0b\u7684 shadow\/N\/ \u76ee\u5f55\u4e2d\u521b\u5efa\u8be5\u8868\u6240\u6709\u73b0\u6709\u6570\u636e\u6587\u4ef6\u7684\u786c\u94fe\u63a5\u3002\u786c\u94fe\u63a5\u7684\u7279\u70b9\u662f&#xff1a;\u591a\u4e2a\u6587\u4ef6\u540d\u6307\u5411\u540c\u4e00\u4e2a inode&#xff0c;\u4e0d\u989d\u5916\u5360\u7528\u5b9e\u9645\u78c1\u76d8\u7a7a\u95f4&#xff0c;\u4f46\u4fee\u6539\u539f\u59cb\u6587\u4ef6\u4e0d\u4f1a\u5f71\u54cd\u786c\u94fe\u63a5\u6307\u5411\u7684\u6587\u4ef6\u5185\u5bb9\u3002\u7531\u4e8e MergeTree \u7684\u5408\u5e76\u64cd\u4f5c\u603b\u662f\u751f\u6210\u65b0\u7684 Part \u6587\u4ef6\u540e\u518d\u5220\u9664\u65e7\u6587\u4ef6&#xff0c;\u800c\u4e0d\u662f\u539f\u5730\u4fee\u6539&#xff0c;\u6240\u4ee5\u901a\u8fc7\u786c\u94fe\u63a5\u5efa\u7acb\u7684\u5f71\u5b50\u526f\u672c\u59cb\u7ec8\u80fd\u4fdd\u6301\u7a33\u5b9a\u4e0d\u53d8&#xff0c;\u5373\u4f7f FREEZE \u4e4b\u540e\u8868\u7ee7\u7eed\u5199\u5165\u65b0\u6570\u636e\u3001\u5408\u5e76\u65e7 Part&#xff0c;\u5f71\u5b50\u526f\u672c\u4e2d\u7684\u5185\u5bb9\u4e5f\u4e0d\u4f1a\u88ab\u7834\u574f\u3002<\/p>\n<p>\u8fd9\u4e2a\u673a\u5236\u7684\u5de7\u5999\u4e4b\u5904\u5728\u4e8e&#xff1a;\u5b83\u5229\u7528 Linux \u6587\u4ef6\u7cfb\u7edf\u7684\u786c\u94fe\u63a5\u7279\u6027&#xff0c;\u4ee5\u51e0\u4e4e\u96f6\u6210\u672c\u7684\u65b9\u5f0f\u83b7\u5f97\u4e86\u4e00\u4e2a\u4e00\u81f4\u7684\u6570\u636e\u5feb\u7167&#xff0c;\u4ece\u800c\u907f\u514d\u4e86\u70ed\u5907\u4efd\u4e2d\u7684\u6570\u636e\u4e0d\u4e00\u81f4\u95ee\u9898\u3002FREEZE \u5c31\u662f\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u5b9e\u73b0\u4e86\u300c\u5148\u51bb\u7ed3\u3001\u540e\u590d\u5236\u300d\u7684\u70ed\u5907\u4efd\u80fd\u529b\u3002<\/p>\n<h4>5.2 FREEZE \u547d\u4ee4\u7684\u4f7f\u7528<\/h4>\n<p>FREEZE \u547d\u4ee4\u652f\u6301\u5e93\u7ea7\u3001\u8868\u7ea7\u548c\u5206\u533a\u7ea7\u4e09\u79cd\u7c92\u5ea6\u3002\u4f7f\u7528\u65b9\u6cd5\u5982\u4e0b&#xff1a;<\/p>\n<p>&#8212; \u51bb\u7ed3\u6574\u4e2a\u6570\u636e\u5e93\u7684\u6240\u6709\u8868<br \/>\nALTER DATABASE default FREEZE;<br \/>\n&#8212; \u51bb\u7ed3\u5355\u5f20\u8868<br \/>\nALTER TABLE default.events FREEZE;<br \/>\n&#8212; \u51bb\u7ed3\u8868\u7684\u6307\u5b9a\u5206\u533a<br \/>\nALTER TABLE default.events FREEZE PARTITION &#039;202501&#039;;<br \/>\n&#8212; \u4e3a\u540c\u4e00\u5f20\u8868\u591a\u6b21\u51bb\u7ed3&#xff0c;\u4f7f\u7528 WITH NAME \u6307\u5b9a\u5feb\u7167\u540d\u79f0<br \/>\nALTER TABLE default.events FREEZE WITH NAME &#039;backup_20250120&#039;;<\/p>\n<p>\u6267\u884c FREEZE \u540e&#xff0c;\u53ef\u4ee5\u5728\u6587\u4ef6\u7cfb\u7edf\u4e2d\u770b\u5230\u5f71\u5b50\u526f\u672c\u76ee\u5f55&#xff1a;<\/p>\n<p>ls -l \/var\/lib\/clickhouse\/shadow\/<br \/>\n# \u8f93\u51fa\u7c7b\u4f3c&#xff1a;<br \/>\n# drwxr-x&#8212; 2 clickhouse clickhouse 4096 Jan 20 03:00 1\/<br \/>\n# drwxr-x&#8212; 2 clickhouse clickhouse 4096 Jan 20 03:00 backup_20250120\/<\/p>\n<p>\u5f71\u5b50\u76ee\u5f55\u4e2d\u7684\u6587\u4ef6\u7ed3\u6784\u4e0e\u539f\u8868\u6570\u636e\u76ee\u5f55\u4e00\u81f4&#xff0c;\u4f46\u90fd\u662f\u786c\u94fe\u63a5\u3002backup_20250120 \u8fd9\u4e2a\u76ee\u5f55\u4e0b\u4f1a\u5305\u542b data\/default\/events\/ \u8fd9\u6837\u7684\u8def\u5f84&#xff0c;\u5176\u4e2d\u662f\u5f53\u65f6\u51bb\u7ed3\u7684\u6240\u6709 Part \u7684\u786c\u94fe\u63a5\u3002<\/p>\n<h4>5.3 \u57fa\u4e8e FREEZE \u7684\u5b8c\u6574\u5907\u4efd\u6d41\u7a0b<\/h4>\n<p>\u57fa\u4e8e FREEZE \u7684\u5907\u4efd\u601d\u8def\u662f&#xff1a;\u5148\u6267\u884c FREEZE \u751f\u6210\u4e00\u81f4\u6027\u5feb\u7167&#xff0c;\u7136\u540e\u590d\u5236 shadow \u76ee\u5f55\u4e2d\u7684\u5185\u5bb9\u5230\u5907\u4efd\u4ecb\u8d28&#xff08;\u672c\u5730\u76ee\u5f55\u3001NFS \u6216\u5bf9\u8c61\u5b58\u50a8&#xff09;\u3002\u7531\u4e8e\u5f71\u5b50\u526f\u672c\u662f\u9759\u6001\u7684&#xff0c;\u590d\u5236\u8fc7\u7a0b\u53ef\u4ee5\u6162\u6162\u8fdb\u884c&#xff0c;\u4e0d\u4f1a\u5f71\u54cd\u6570\u636e\u5e93\u7684\u6301\u7eed\u5199\u5165\u3002<\/p>\n<p>#!\/bin\/bash<br \/>\n# clickhouse_freeze_backup.sh<br \/>\n# \u57fa\u4e8e FREEZE \u547d\u4ee4\u7684 ClickHouse \u70ed\u5907\u4efd\u811a\u672c<br \/>\nBACKUP_BASE&#061;\/data\/backup\/clickhouse<br \/>\nSTAMP&#061;$(date &#043;%Y%m%d_%H%M%S)<br \/>\nSNAPSHOT_NAME&#061;&#034;backup_$STAMP&#034;<br \/>\nCH_HOST&#061;&#034;127.0.0.1&#034;<br \/>\nCH_PORT&#061;&#034;9000&#034;<br \/>\n1. \u5bf9\u9700\u8981\u5907\u4efd\u7684\u8868\u6267\u884c FREEZE<br \/>\nclickhouse-client &#8211;host &#034;$CH_HOST&#034; &#8211;port &#034;$CH_PORT&#034; &#8211;query &#034;ALTER TABLE default.events FREEZE WITH NAME &#039;$SNAPSHOT_NAME&#039;&#034;<br \/>\nclickhouse-client &#8211;host &#034;$CH_HOST&#034; &#8211;port &#034;$CH_PORT&#034; &#8211;query &#034;ALTER TABLE default.orders FREEZE WITH NAME &#039;$SNAPSHOT_NAME&#039;&#034;<br \/>\n2. \u590d\u5236\u5f71\u5b50\u526f\u672c\u5230\u5907\u4efd\u76ee\u5f55<br \/>\nSHADOW_DIR&#061;&#034;\/var\/lib\/clickhouse\/shadow\/$SNAPSHOT_NAME&#034;<br \/>\nif [ -d &#034;$SHADOW_DIR&#034; ]; then<br \/>\nmkdir -p &#034;$BACKUP_BASE\/freeze&#034;<br \/>\ncp -a &#034;$SHADOW_DIR&#034; &#034;$BACKUP_BASE\/freeze\/$STAMP&#034;<br \/>\necho &#034;\u5907\u4efd\u5b8c\u6210: $BACKUP_BASE\/freeze\/$STAMP&#034;<br \/>\nelse<br \/>\necho &#034;\u9519\u8bef&#xff1a;\u672a\u627e\u5230\u5f71\u5b50\u526f\u672c\u76ee\u5f55 $SHADOW_DIR&#034;<br \/>\nexit 1<br \/>\nfi<br \/>\n3. \u51c6\u5907\u5143\u6570\u636e\u5907\u4efd<br \/>\nclickhouse-client &#8211;host &#034;$CH_HOST&#034; &#8211;port &#034;$CH_PORT&#034; &#8211;query &#034;SHOW CREATE TABLE default.events&#034; &gt; &#034;$BACKUP_BASE\/freeze\/$STAMP\/events_ddl.sql&#034;<br \/>\n4. \u6e05\u7406\u65e7\u7684\u5f71\u5b50\u526f\u672c&#xff08;FREEZE \u672c\u8eab\u9700\u8981\u5728\u540e\u7eed\u624b\u52a8\u6e05\u7406&#xff09;<br \/>\nrm -rf &#034;$SHADOW_DIR&#034;<br \/>\necho &#034;FREEZE \u5907\u4efd\u6d41\u7a0b\u6267\u884c\u5b8c\u6bd5&#034;<\/p>\n<p>\u5907\u4efd\u5b8c\u6210\u540e&#xff0c;$BACKUP_BASE\/freeze\/$STAMP \u76ee\u5f55\u4e2d\u5c31\u5305\u542b\u4e86\u4e00\u81f4\u6027\u7684\u8868\u6570\u636e\u786c\u94fe\u63a5\u526f\u672c\u3002\u8fd9\u4e9b\u6587\u4ef6\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u95f4\u6062\u590d&#xff0c;\u5373\u4f7f\u539f\u59cb\u6570\u636e\u5df2\u7ecf\u88ab\u4fee\u6539\u6216\u5220\u9664\u3002<\/p>\n<h4>5.4 \u6e05\u7406 shadow \u76ee\u5f55<\/h4>\n<p>FREEZE \u547d\u4ee4\u4f1a\u6301\u7eed\u6d88\u8017\u78c1\u76d8\u7a7a\u95f4\u5417&#xff1f;\u7b54\u6848\u662f\u4e0d\u4f1a\u56e0\u4e3a\u786c\u94fe\u63a5\u672c\u8eab\u800c\u6d88\u8017&#xff0c;\u4f46\u968f\u7740\u8868\u7ee7\u7eed\u5408\u5e76\u548c\u5199\u5165&#xff0c;\u88ab\u51bb\u7ed3\u7684\u65e7 Part \u5728\u88ab\u5220\u9664\u65f6&#xff0c;\u7531\u4e8e\u5f71\u5b50\u76ee\u5f55\u4e2d\u8fd8\u6301\u6709\u786c\u94fe\u63a5&#xff0c;\u8fd9\u4e9b\u6587\u4ef6\u7684\u5b9e\u9645\u78c1\u76d8\u7a7a\u95f4\u4e0d\u4f1a\u88ab\u91ca\u653e\u3002\u56e0\u6b64&#xff0c;\u5982\u679c\u957f\u65f6\u95f4\u4e0d\u6e05\u7406 shadow \u76ee\u5f55&#xff0c;\u78c1\u76d8\u4f7f\u7528\u91cf\u4f1a\u6301\u7eed\u589e\u957f\u3002\u6700\u4f73\u5b9e\u8df5\u662f&#xff1a;\u5907\u4efd\u5b8c\u6210\u540e\u7acb\u5373\u5220\u9664\u5bf9\u5e94\u7684 shadow \u76ee\u5f55&#xff0c;\u6216\u8005\u4f7f\u7528 SYSTEM UNFREEZE \u547d\u4ee4\u6e05\u7406\u3002<\/p>\n<p>&#8212; \u6e05\u7406\u6307\u5b9a\u540d\u79f0\u7684\u5feb\u7167<br \/>\nSYSTEM UNFREEZE WITH NAME &#039;backup_20250120&#039;;<\/p>\n<p># \u76f4\u63a5\u5220\u9664\u6587\u4ef6\u7cfb\u7edf\u4e2d\u7684\u5f71\u5b50\u526f\u672c<br \/>\nrm -rf \/var\/lib\/clickhouse\/shadow\/backup_20250120<\/p>\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f&#xff0c;\u5728\u8f83\u65b0\u7248\u672c\u7684 ClickHouse \u4e2d&#xff0c;FREEZE \u7684 shadow \u76ee\u5f55\u7ba1\u7406\u5f97\u5230\u4e86\u4e00\u5b9a\u4f18\u5316&#xff0c;\u4f46\u624b\u52a8\u6e05\u7406\u4ecd\u7136\u662f\u4e00\u4e2a\u597d\u4e60\u60ef\u3002\u5efa\u8bae\u5728\u5907\u4efd\u811a\u672c\u7684\u672b\u5c3e\u52a0\u4e0a\u6e05\u7406\u903b\u8f91&#xff0c;\u907f\u514d\u78c1\u76d8\u88ab\u65e0\u5f62\u7684\u786c\u94fe\u63a5\u5360\u6ee1\u3002<\/p>\n<h3>\u516d\u3001\u6587\u4ef6\u7cfb\u7edf\u5feb\u7167\u5907\u4efd<\/h3>\n<p>\u6587\u4ef6\u7cfb\u7edf\u5feb\u7167\u662f\u53e6\u4e00\u79cd\u5e38\u89c1\u7684\u70ed\u5907\u4efd\u624b\u6bb5&#xff0c;\u5b83\u5728\u6587\u4ef6\u7cfb\u7edf\u6216\u5b58\u50a8\u5c42\u9762\u5bf9\u6574\u4e2a\u6570\u636e\u5377\u505a\u77ac\u65f6\u5feb\u7167&#xff0c;\u4ece\u800c\u5b9e\u73b0\u4e00\u81f4\u6027\u5907\u4efd\u3002\u4e0e FREEZE \u547d\u4ee4\u76f8\u6bd4&#xff0c;\u6587\u4ef6\u7cfb\u7edf\u5feb\u7167\u7684\u7c92\u5ea6\u66f4\u7c97&#xff08;\u901a\u5e38\u662f\u6574\u4e2a\u5377&#xff09;&#xff0c;\u4f46\u5b9e\u73b0\u66f4\u5e95\u5c42&#xff0c;\u53ef\u4ee5\u8986\u76d6\u6240\u6709\u6570\u636e\u5e93\u548c\u8868&#xff0c;\u4e5f\u4e0d\u9700\u8981\u4e3a\u6bcf\u5f20\u8868\u5355\u72ec\u6267\u884c\u547d\u4ee4\u3002\u5bf9\u4e8e\u8fd0\u884c\u5728\u4e91\u73af\u5883\u6216\u4f7f\u7528 LVM\/ZFS \u8fd9\u7c7b\u652f\u6301\u5feb\u7167\u7684\u6587\u4ef6\u7cfb\u7edf\u7684\u573a\u666f&#xff0c;\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u5b9e\u7528\u7684\u65b9\u6848\u3002<\/p>\n<h4>6.1 LVM \u5feb\u7167\u5907\u4efd<\/h4>\n<p>LVM&#xff08;Logical Volume Manager&#xff0c;\u903b\u8f91\u5377\u7ba1\u7406\u5668&#xff09;\u662f Linux \u4e0b\u5e38\u7528\u7684\u78c1\u76d8\u7ba1\u7406\u5de5\u5177&#xff0c;\u652f\u6301\u5bf9\u903b\u8f91\u5377\u521b\u5efa\u5feb\u7167\u3002LVM \u5feb\u7167\u4f7f\u7528\u5199\u65f6\u590d\u5236&#xff08;COW&#xff09;\u673a\u5236&#xff0c;\u521b\u5efa\u77ac\u95f4\u5373\u53ef\u5b8c\u6210&#xff0c;\u968f\u540e\u539f\u59cb\u5377\u7684\u5199\u5165\u4f1a\u89e6\u53d1\u6570\u636e\u5757\u7684\u4fdd\u7559\u3002\u501f\u52a9 LVM \u5feb\u7167&#xff0c;\u53ef\u4ee5\u5728\u4e0d\u505c\u6b62 ClickHouse \u7684\u60c5\u51b5\u4e0b\u83b7\u5f97\u6574\u4e2a\u6570\u636e\u5377\u7684\u4e00\u81f4\u6027\u89c6\u56fe\u3002<\/p>\n<p>\u4f46\u9700\u8981\u6ce8\u610f\u7684\u662f&#xff0c;LVM \u5feb\u7167\u672c\u8eab\u6355\u83b7\u7684\u662f\u6587\u4ef6\u7cfb\u7edf\u5c42\u9762\u7684\u5757\u72b6\u6001\u3002\u5982\u679c ClickHouse \u5728\u5feb\u7167\u65f6\u523b\u6b63\u5728\u8fdb\u884c\u5199\u5165&#xff0c;\u90a3\u4e48\u5feb\u7167\u4e2d\u53ef\u80fd\u5305\u542b\u90e8\u5206\u5199\u5165\u7684\u6587\u4ef6\u3002\u4e3a\u4e86\u4fdd\u8bc1\u4e00\u81f4\u6027&#xff0c;\u5efa\u8bae\u5728\u521b\u5efa\u5feb\u7167\u524d\u5148\u6267\u884c SYSTEM FLUSH LOGS \u6216\u77ed\u6682\u51bb\u7ed3\u5199\u5165&#xff0c;\u6216\u8005\u4e0e FREEZE \u7ed3\u5408\u4f7f\u7528\u3002\u5bf9\u4e8e\u5927\u591a\u6570\u5355\u8282\u70b9 ClickHouse \u573a\u666f&#xff0c;\u76f4\u63a5\u5728\u4f4e\u5cf0\u671f\u505a LVM \u5feb\u7167\u901a\u5e38\u4e5f\u80fd\u6ee1\u8db3\u9700\u6c42\u3002<\/p>\n<p># 1. \u521b\u5efa LVM \u5feb\u7167&#xff08;\u5047\u8bbe\u5377\u7ec4\u4e3a vg0&#xff0c;\u903b\u8f91\u5377\u4e3a lv_clickhouse&#xff09;<br \/>\nsudo lvcreate -L 50G -s -n clickhouse_snap_20250120 \/dev\/vg0\/lv_clickhouse<br \/>\n2. \u6302\u8f7d\u5feb\u7167\u5377<br \/>\nsudo mkdir -p \/mnt\/clickhouse_snap<br \/>\nsudo mount -o ro \/dev\/vg0\/clickhouse_snap_20250120 \/mnt\/clickhouse_snap<br \/>\n3. \u4ece\u6302\u8f7d\u7684\u5feb\u7167\u4e2d\u590d\u5236\u6570\u636e&#xff08;\u53ef\u4ee5\u8fb9\u538b\u7f29\u8fb9\u590d\u5236&#xff09;<br \/>\nsudo tar -czf \/data\/backup\/clickhouse_snap_20250120.tar.gz -C \/mnt\/clickhouse_snap .<br \/>\n4. \u5378\u8f7d\u5e76\u5220\u9664\u5feb\u7167\u5377&#xff0c;\u91ca\u653e\u5199\u65f6\u590d\u5236\u7684\u7a7a\u95f4<br \/>\nsudo umount \/mnt\/clickhouse_snap<br \/>\nsudo lvremove -f \/dev\/vg0\/clickhouse_snap_20250120<\/p>\n<p>LVM \u5feb\u7167\u7684\u4f18\u52bf\u662f\u901f\u5ea6\u5feb\u3001\u5bf9\u6574\u4e2a\u5377\u751f\u6548&#xff1b;\u52a3\u52bf\u662f\u5feb\u7167\u672c\u8eab\u6709\u5bb9\u91cf\u9650\u5236&#xff08;\u521b\u5efa\u65f6\u6307\u5b9a\u7684 50G&#xff09;&#xff0c;\u5982\u679c\u5907\u4efd\u65f6\u95f4\u8fc7\u957f\u3001\u671f\u95f4\u5199\u5165\u91cf\u5f88\u5927&#xff0c;\u5feb\u7167\u7a7a\u95f4\u53ef\u80fd\u88ab\u8017\u5c3d\u5bfc\u81f4\u5feb\u7167\u5931\u6548\u3002\u56e0\u6b64\u521b\u5efa\u5feb\u7167\u540e\u5e94\u5c3d\u5feb\u5b8c\u6210\u5907\u4efd\u5e76\u53ca\u65f6\u5220\u9664\u5feb\u7167\u3002<\/p>\n<h4>6.2 \u4e91\u76d8\u5feb\u7167\u5907\u4efd<\/h4>\n<p>\u5982\u679c ClickHouse \u8fd0\u884c\u5728\u4e91\u670d\u52a1\u5668\u4e0a&#xff0c;\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u4e91\u5382\u5546\u63d0\u4f9b\u7684\u4e91\u76d8\u5feb\u7167\u529f\u80fd\u3002\u4f8b\u5982\u963f\u91cc\u4e91 ESSD \u4e91\u76d8\u5feb\u7167\u3001\u817e\u8baf\u4e91 CBS \u5feb\u7167\u3001AWS EBS \u5feb\u7167\u7b49\u3002\u4e91\u76d8\u5feb\u7167\u5728\u5b58\u50a8\u5c42\u9762\u5bf9\u6574\u4e2a\u6570\u636e\u76d8\u505a\u5907\u4efd&#xff0c;\u4e0d\u5360\u7528\u670d\u52a1\u5668\u672c\u8eab\u7684 I\/O \u8d44\u6e90&#xff0c;\u800c\u4e14\u901a\u5e38\u7531\u4e91\u5382\u5546\u4fdd\u8bc1\u5e95\u5c42\u4e00\u81f4\u6027\u3002<\/p>\n<p>\u4f7f\u7528\u4e91\u76d8\u5feb\u7167\u5907\u4efd ClickHouse \u7684\u57fa\u672c\u6d41\u7a0b\u662f&#xff1a;\u5728\u4f4e\u5cf0\u671f\u521b\u5efa\u6570\u636e\u76d8\u5feb\u7167&#xff0c;\u5feb\u7167\u5b8c\u6210\u540e\u5373\u53ef\u7ee7\u7eed\u670d\u52a1\u3002\u6062\u590d\u65f6\u57fa\u4e8e\u5feb\u7167\u521b\u5efa\u65b0\u7684\u4e91\u76d8&#xff0c;\u6302\u8f7d\u5230\u65b0\u7684\u670d\u52a1\u5668\u6216\u66ff\u6362\u65e7\u76d8\u3002\u8fd9\u79cd\u65b9\u6848\u7684\u6700\u5927\u4f18\u70b9\u662f\u8fd0\u7ef4\u7b80\u5355\u3001\u53ef\u9760\u6027\u9ad8&#xff0c;\u751a\u81f3\u53ef\u4ee5\u914d\u7f6e\u81ea\u52a8\u5feb\u7167\u7b56\u7565&#xff08;\u4f8b\u5982\u6bcf\u5929\u51cc\u6668\u81ea\u52a8\u5feb\u7167\u3001\u4fdd\u7559 7 \u5929&#xff09;\u3002\u7f3a\u70b9\u662f\u5feb\u7167\u7c92\u5ea6\u662f\u6574\u4e2a\u4e91\u76d8&#xff0c;\u65e0\u6cd5\u6ee1\u8db3\u8868\u7ea7\u7c92\u5ea6\u6062\u590d\u7684\u8981\u6c42&#xff0c;\u800c\u4e14\u8de8\u4e91\u5382\u5546\u7684\u517c\u5bb9\u6027\u6709\u9650\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528\u963f\u91cc\u4e91 CLI \u521b\u5efa\u4e91\u76d8\u5feb\u7167\u7684\u793a\u4f8b&#xff1a;<\/p>\n<p># \u83b7\u53d6\u6570\u636e\u76d8 ID&#xff08;\u5047\u8bbe ClickHouse \u6570\u636e\u5355\u72ec\u6302\u8f7d\u5728 \/dev\/vdb&#xff09;<br \/>\nDISK_ID&#061;$(lsblk -o NAME,SERIAL -n | grep vdb | awk &#039;{print $2}&#039;)<br \/>\n\u521b\u5efa\u5feb\u7167<br \/>\naliyun ecs CreateSnapshot &#8211;DiskId &#034;$DISK_ID&#034; &#8211;SnapshotName &#034;clickhouse_backup_$(date &#043;%Y%m%d)&#034;<br \/>\n\u67e5\u770b\u5feb\u7167\u72b6\u6001<br \/>\naliyun ecs DescribeSnapshots &#8211;DiskId &#034;$DISK_ID&#034; &#8211;SnapshotName &#034;clickhouse_backup_*&#034;<\/p>\n<p>\u5728\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d&#xff0c;\u4e91\u76d8\u5feb\u7167\u5e38\u5e38\u4f5c\u4e3a\u515c\u5e95\u65b9\u6848&#xff0c;\u4e0e\u5176\u4ed6\u66f4\u7cbe\u7ec6\u7684\u5907\u4efd\u5de5\u5177\u914d\u5408\u4f7f\u7528\u3002\u4f8b\u5982\u6bcf\u5929\u7528 clickhouse-backup \u505a\u903b\u8f91\u5168\u91cf&#043;\u589e\u91cf\u5907\u4efd\u4e0a\u4f20\u5230\u5bf9\u8c61\u5b58\u50a8&#xff0c;\u540c\u65f6\u6bcf\u5468\u505a\u4e00\u6b21\u4e91\u76d8\u5feb\u7167&#xff0c;\u8fd9\u6837\u65e2\u80fd\u6ee1\u8db3\u5feb\u901f\u6062\u590d&#xff0c;\u53c8\u80fd\u8986\u76d6\u5e95\u5c42\u6545\u969c\u3002<\/p>\n<h4>6.3 ZFS \u4e0e Btrfs \u5feb\u7167<\/h4>\n<p>\u5982\u679c\u5e95\u5c42\u6587\u4ef6\u7cfb\u7edf\u4f7f\u7528\u4e86 ZFS \u6216 Btrfs&#xff0c;\u5b83\u4eec\u5929\u751f\u652f\u6301\u9ad8\u6548\u7684\u5feb\u7167\u3002ZFS \u5feb\u7167\u540c\u6837\u57fa\u4e8e\u5199\u65f6\u590d\u5236&#xff0c;\u521b\u5efa\u548c\u5220\u9664\u90fd\u5f88\u5feb\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a ZFS \u5feb\u7167\u5907\u4efd ClickHouse \u7684\u793a\u4f8b&#xff1a;<\/p>\n<p># \u5047\u8bbe ClickHouse \u6570\u636e\u4f4d\u4e8e zpool\/clickhouse \u6570\u636e\u96c6<br \/>\nzfs snapshot zpool\/clickhouse&#064;backup_20250120<br \/>\n\u67e5\u770b\u5feb\u7167<br \/>\nzfs list -t snapshot<br \/>\n\u57fa\u4e8e\u5feb\u7167\u5bfc\u51fa\u5907\u4efd&#xff08;\u53ef\u4ee5\u53d1\u9001\u5230\u8fdc\u7a0b&#xff09;<br \/>\nzfs send zpool\/clickhouse&#064;backup_20250120 | gzip &gt; \/data\/backup\/clickhouse_zfs_20250120.zfs.gz<br \/>\n\u5220\u9664\u5feb\u7167<br \/>\nzfs destroy zpool\/clickhouse&#064;backup_20250120<\/p>\n<p>ZFS \u5feb\u7167\u65b9\u6848\u5728\u81ea\u5efa\u673a\u623f\u548c NAS \u73af\u5883\u4e2d\u975e\u5e38\u6d41\u884c&#xff0c;\u5b83\u7684\u53d1\u9001\/\u63a5\u6536\u673a\u5236\u8fd8\u5929\u7136\u652f\u6301\u589e\u91cf\u5907\u4efd\u548c\u8fdc\u7a0b\u590d\u5236&#xff0c;\u9002\u5408\u6784\u5efa\u9ad8\u53ef\u7528\u548c\u5f02\u5730\u5bb9\u707e\u4f53\u7cfb\u3002<\/p>\n<h3>\u4e03\u3001clickhouse-backup \u5de5\u5177\u8be6\u89e3<\/h3>\n<p>clickhouse-backup \u662f Altinity \u516c\u53f8\u5f00\u6e90\u7684 ClickHouse \u5907\u4efd\u6062\u590d\u5de5\u5177&#xff0c;\u4e5f\u662f\u76ee\u524d\u793e\u533a\u4e2d\u4f7f\u7528\u6700\u5e7f\u6cdb\u7684\u7b2c\u4e09\u65b9\u5907\u4efd\u65b9\u6848\u3002\u5b83\u652f\u6301\u5168\u91cf\u5907\u4efd\u3001\u589e\u91cf\u5907\u4efd\u3001\u5907\u4efd\u538b\u7f29\u3001\u4e0a\u4f20\u5230 S3\/GCS\/Azure \u7b49\u5bf9\u8c61\u5b58\u50a8\u3001\u8868\u7ea7\u5907\u4efd\u548c\u6062\u590d&#xff0c;\u5e76\u4e14\u53ef\u4ee5\u96c6\u6210\u5230 Kubernetes \u548c\u591a\u79cd\u81ea\u52a8\u5316\u8fd0\u7ef4\u5e73\u53f0\u4e2d\u3002\u76f8\u6bd4\u539f\u751f FREEZE \u547d\u4ee4&#xff0c;\u5b83\u5c01\u88c5\u4e86\u4e00\u5957\u5b8c\u6574\u7684\u5de5\u4f5c\u6d41&#xff0c;\u5927\u5927\u964d\u4f4e\u4e86\u5907\u4efd\u8fd0\u7ef4\u7684\u590d\u6742\u5ea6\u3002<\/p>\n<h4>7.1 \u5de5\u4f5c\u539f\u7406<\/h4>\n<p>clickhouse-backup \u7684\u6838\u5fc3\u601d\u8def\u4e0e FREEZE \u7c7b\u4f3c&#xff0c;\u4f46\u505a\u4e86\u66f4\u5b8c\u6574\u7684\u5c01\u88c5\u3002\u5907\u4efd\u65f6&#xff0c;\u5b83\u9996\u5148\u5bf9\u76ee\u6807\u8868\u6267\u884c ALTER TABLE &#8230; FREEZE \u547d\u4ee4&#xff0c;\u5728 shadow \u76ee\u5f55\u4e2d\u5efa\u7acb\u4e00\u81f4\u6027\u7684\u786c\u94fe\u63a5\u5feb\u7167&#xff1b;\u7136\u540e\u5c06 shadow \u76ee\u5f55\u4e2d\u7684\u6570\u636e\u6587\u4ef6\u548c\u5143\u6570\u636e\u6253\u5305\u6210\u5f52\u6863\u6587\u4ef6&#xff0c;\u5b58\u50a8\u5230\u914d\u7f6e\u7684\u672c\u5730\u76ee\u5f55\u6216\u8fdc\u7a0b\u5bf9\u8c61\u5b58\u50a8\u4e2d&#xff1b;\u6700\u540e\u6e05\u7406 shadow \u76ee\u5f55\u3002\u7531\u4e8e FREEZE \u4fdd\u8bc1\u4e86\u6570\u636e\u4e00\u81f4\u6027&#xff0c;\u6574\u4e2a\u5907\u4efd\u8fc7\u7a0b\u53ef\u4ee5\u5728\u6570\u636e\u5e93\u6301\u7eed\u5199\u5165\u7684\u60c5\u51b5\u4e0b\u5b89\u5168\u8fdb\u884c\u3002<\/p>\n<p>\u5bf9\u4e8e\u589e\u91cf\u5907\u4efd&#xff0c;clickhouse-backup \u4f1a\u8bb0\u5f55\u4e0a\u6b21\u5907\u4efd\u7684\u8868\u5206\u533a\u72b6\u6001&#xff0c;\u53ea\u5907\u4efd\u65b0\u589e\u6216\u6709\u53d8\u5316\u7684\u5206\u533a\u6570\u636e&#xff0c;\u4ece\u800c\u5927\u5e45\u51cf\u5c11\u5907\u4efd\u4f53\u79ef\u548c\u65f6\u95f4\u3002\u6062\u590d\u65f6\u5219\u53ef\u4ee5\u76f4\u63a5\u4ece\u8fdc\u7a0b\u5b58\u50a8\u62c9\u53d6\u5907\u4efd\u5305\u5e76\u89e3\u538b\u8fd8\u539f\u3002<\/p>\n<h4>7.2 \u5b89\u88c5<\/h4>\n<p>clickhouse-backup \u63d0\u4f9b\u4e86\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6&#xff0c;\u652f\u6301 Linux \u548c macOS\u3002\u5b89\u88c5\u6b65\u9aa4\u5982\u4e0b&#xff1a;<\/p>\n<p># \u4e0b\u8f7d\u6700\u65b0\u7248\u672c&#xff08;\u4ee5 v2.5.x \u4e3a\u4f8b&#xff0c;\u8bf7\u6839\u636e\u5b9e\u9645\u9700\u8981\u9009\u62e9\u7248\u672c&#xff09;<br \/>\nVERSION&#061;2.5.4<br \/>\nwget &#034;https:\/\/github.com\/Altinity\/clickhouse-backup\/releases\/download\/v${VERSION}\/clickhouse-backup-linux-amd64.tar.gz&#034;<br \/>\n\u89e3\u538b<br \/>\ntar -xzf clickhouse-backup-linux-amd64.tar.gz<br \/>\n\u5b89\u88c5\u5230\u7cfb\u7edf PATH<br \/>\nsudo mv clickhouse-backup \/usr\/local\/bin\/<br \/>\n\u9a8c\u8bc1\u7248\u672c<br \/>\nclickhouse-backup version<\/p>\n<p>\u4e5f\u53ef\u4ee5\u4f7f\u7528 Docker \u65b9\u5f0f\u8fd0\u884c&#xff0c;\u4fbf\u4e8e\u5728 Kubernetes \u73af\u5883\u4e2d\u4f7f\u7528&#xff1a;<\/p>\n<p>docker run &#8211;rm -it &#8211;network host \\\\<br \/>\n  -v \/var\/lib\/clickhouse:\/var\/lib\/clickhouse \\\\<br \/>\n  -v \/etc\/clickhouse-server:\/etc\/clickhouse-server \\\\<br \/>\n  -v \/data\/backup:\/backup \\\\<br \/>\n  altinity\/clickhouse-backup:2.5.4 &#8211;config&#061;\/etc\/clickhouse-backup\/config.yml \\\\<br \/>\n  create backup_name<\/p>\n<h4>7.3 \u914d\u7f6e\u6587\u4ef6<\/h4>\n<p>clickhouse-backup \u7684\u9ed8\u8ba4\u914d\u7f6e\u6587\u4ef6\u4f4d\u4e8e \/etc\/clickhouse-backup\/config.yml&#xff0c;\u4e5f\u53ef\u4ee5\u5728\u8fd0\u884c\u65f6\u901a\u8fc7 &#8211;config \u53c2\u6570\u6307\u5b9a\u3002\u4e00\u4e2a\u5b8c\u6574\u7684\u914d\u7f6e\u793a\u4f8b&#xff1a;<\/p>\n<p>general:<br \/>\n  remote_storage: s3              # \u8fdc\u7a0b\u5b58\u50a8\u7c7b\u578b&#xff1a;none\u3001s3\u3001gcs\u3001ftp\u3001sftp\u3001azblob \u7b49<br \/>\n  max_file_size: 1073741824       # \u5355\u4e2a\u5907\u4efd\u6587\u4ef6\u7684\u6700\u5927\u5927\u5c0f&#xff08;1GB&#xff09;<br \/>\n  disable_progress_bar: false<br \/>\n  backups_to_keep_local: 7        # \u672c\u5730\u4fdd\u7559\u7684\u5907\u4efd\u6570\u91cf<br \/>\n  backups_to_keep_remote: 30      # \u8fdc\u7a0b\u4fdd\u7559\u7684\u5907\u4efd\u6570\u91cf<br \/>\n  log_level: info<br \/>\n  allow_empty_backups: false<br \/>\nclickhouse:<br \/>\nusername: default               # ClickHouse \u7528\u6237<br \/>\npassword: &#034;&#034;                    # \u5bc6\u7801<br \/>\nhost: 127.0.0.1                 # ClickHouse \u5730\u5740<br \/>\nport: 9000                      # \u539f\u751f\u534f\u8bae\u7aef\u53e3<br \/>\ndata_path: &#034;\/var\/lib\/clickhouse&#034;      # ClickHouse \u6570\u636e\u76ee\u5f55<br \/>\nskip_tables:                    # \u8df3\u8fc7\u7cfb\u7edf\u8868<br \/>\n&#8211; system.*<br \/>\n&#8211; INFORMATION_SCHEMA.*<br \/>\ntimeout: 5m<br \/>\ns3:<br \/>\naccess_key: &#034;your_access_key&#034;<br \/>\nsecret_key: &#034;your_secret_key&#034;<br \/>\nbucket: &#034;clickhouse-backups&#034;<br \/>\nendpoint: &#034;&#034;                    # \u81ea\u5b9a\u4e49 S3 \u7aef\u70b9&#xff08;\u5982 MinIO&#xff09;<br \/>\nregion: &#034;us-east-1&#034;<br \/>\npath: &#034;clickhouse\/prod&#034;         # \u5b58\u50a8\u8def\u5f84\u524d\u7f00<br \/>\ncompression_level: 1            # \u538b\u7f29\u7ea7\u522b<br \/>\nforce_path_style: false<br \/>\nstorage_class: STANDARD<\/p>\n<p>\u5982\u679c\u4f7f\u7528\u672c\u5730\u78c1\u76d8\u4f5c\u4e3a\u5907\u4efd\u5b58\u50a8&#xff08;remote_storage: none&#xff09;&#xff0c;\u5907\u4efd\u6587\u4ef6\u4f1a\u4fdd\u5b58\u5728 \/var\/lib\/clickhouse-backup\/ \u76ee\u5f55\u4e0b\u3002\u5bf9\u4e8e\u751f\u4ea7\u73af\u5883&#xff0c;\u5f3a\u70c8\u5efa\u8bae\u914d\u7f6e\u5bf9\u8c61\u5b58\u50a8\u4f5c\u4e3a\u8fdc\u7a0b\u5907\u4efd\u4f4d\u7f6e&#xff0c;\u5b9e\u73b0\u5f02\u5730\u5bb9\u707e\u3002<\/p>\n<h4>7.4 \u5168\u91cf\u5907\u4efd<\/h4>\n<p>\u914d\u7f6e\u5b8c\u6210\u540e&#xff0c;\u6267\u884c\u5168\u91cf\u5907\u4efd\u53ea\u9700\u8981\u4e00\u6761\u547d\u4ee4&#xff1a;<\/p>\n<p># \u521b\u5efa\u672c\u5730\u5168\u91cf\u5907\u4efd<br \/>\nclickhouse-backup create my_first_backup<br \/>\n\u521b\u5efa\u5907\u4efd\u5e76\u7acb\u5373\u4e0a\u4f20\u5230\u8fdc\u7a0b\u5b58\u50a8<br \/>\nclickhouse-backup create_remote my_backup_name<br \/>\n\u67e5\u770b\u6240\u6709\u5907\u4efd<br \/>\nclickhouse-backup list<br \/>\n\u8f93\u51fa\u793a\u4f8b&#xff1a;<br \/>\nName                          Created              Size    Status<br \/>\nmy_first_backup               2025-01-20 03:00:00 12.5GB  local<br \/>\nmy_backup_name                2025-01-20 04:00:00 12.5GB  remote<\/p>\n<p>\u5907\u4efd\u5b8c\u6210\u540e&#xff0c;\u53ef\u4ee5\u4f7f\u7528 clickhouse-backup list local \u548c clickhouse-backup list remote \u5206\u522b\u67e5\u770b\u672c\u5730\u548c\u8fdc\u7a0b\u5907\u4efd\u3002<\/p>\n<h4>7.5 \u589e\u91cf\u5907\u4efd<\/h4>\n<p>\u589e\u91cf\u5907\u4efd\u662f clickhouse-backup \u7684\u91cd\u8981\u7279\u6027\u3002\u5b83\u901a\u8fc7\u6bd4\u8f83\u5206\u533a\u72b6\u6001&#xff0c;\u53ea\u5907\u4efd\u81ea\u4e0a\u6b21\u5907\u4efd\u4ee5\u6765\u65b0\u589e\u6216\u53d8\u5316\u7684\u5206\u533a\u3002\u7531\u4e8e ClickHouse \u5e38\u7528\u6309\u65f6\u95f4\u5206\u533a\u7684\u8bbe\u8ba1&#xff0c;\u5386\u53f2\u5206\u533a\u4e0d\u4f1a\u518d\u53d8\u5316&#xff0c;\u56e0\u6b64\u589e\u91cf\u5907\u4efd\u901a\u5e38\u53ea\u9700\u8981\u5907\u4efd\u6700\u65b0\u7684\u4e00\u4e24\u4e2a\u5206\u533a&#xff0c;\u4f53\u79ef\u548c\u65f6\u95f4\u90fd\u4f1a\u5927\u5e45\u4e0b\u964d\u3002<\/p>\n<p># \u5148\u521b\u5efa\u5168\u91cf\u5907\u4efd&#xff08;\u81ea\u52a8\u6210\u4e3a\u589e\u91cf\u57fa\u51c6&#xff09;<br \/>\nclickhouse-backup create_remote full_20250120<br \/>\n\u4e4b\u540e\u521b\u5efa\u589e\u91cf\u5907\u4efd<br \/>\nclickhouse-backup create_remote inc_20250121<br \/>\n\u4f7f\u7528 &#8211;diff-from-remote \u6307\u5b9a\u8fdc\u7a0b\u57fa\u51c6\u5907\u4efd<br \/>\nclickhouse-backup create_remote inc_20250122 &#8211;diff-from-remote full_20250120<\/p>\n<p>\u589e\u91cf\u5907\u4efd\u7684\u6062\u590d\u901a\u5e38\u9700\u8981\u5148\u6062\u590d\u57fa\u51c6\u5168\u91cf\u5907\u4efd&#xff0c;\u518d\u6062\u590d\u540e\u7eed\u7684\u589e\u91cf\u5907\u4efd\u3002clickhouse-backup \u5728\u5904\u7406\u65f6\u80fd\u591f\u8bc6\u522b\u5907\u4efd\u4e4b\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\u3002<\/p>\n<h4>7.6 \u8868\u7ea7\u5907\u4efd\u4e0e\u6062\u590d<\/h4>\n<p>clickhouse-backup \u8fd8\u652f\u6301\u53ea\u5907\u4efd\u6307\u5b9a\u7684\u8868&#xff0c;\u8fd9\u5728\u5927\u8868\u573a\u666f\u4e0b\u975e\u5e38\u6709\u7528&#xff1a;<\/p>\n<p># \u5907\u4efd\u6307\u5b9a\u8868<br \/>\nclickhouse-backup create backup_events_only &#8211;tables &#034;default.events&#034;<br \/>\n\u5907\u4efd\u591a\u4e2a\u8868<br \/>\nclickhouse-backup create backup_two_tables &#8211;tables &#034;default.events,default.orders&#034;<br \/>\n\u6392\u9664\u67d0\u4e9b\u8868<br \/>\nclickhouse-backup create backup_except_some &#8211;exclude-tables &#034;system.*&#034;<\/p>\n<p>\u6062\u590d\u65f6\u53ef\u4ee5\u53ea\u6062\u590d\u6307\u5b9a\u8868&#xff1a;<\/p>\n<p># \u4ece\u5907\u4efd\u4e2d\u53ea\u6062\u590d default.events \u8868<br \/>\nclickhouse-backup restore backup_name &#8211;tables &#034;default.events&#034;<\/p>\n<h4>7.7 \u6062\u590d\u64cd\u4f5c<\/h4>\n<p>\u6062\u590d\u5907\u4efd\u7684\u57fa\u672c\u547d\u4ee4\u5982\u4e0b&#xff1a;<\/p>\n<p># \u4ece\u672c\u5730\u5907\u4efd\u6062\u590d<br \/>\nclickhouse-backup restore backup_name<br \/>\n\u4ece\u8fdc\u7a0b\u5907\u4efd\u6062\u590d&#xff08;\u81ea\u52a8\u4e0b\u8f7d&#xff09;<br \/>\nclickhouse-backup restore_remote backup_name<br \/>\n\u53ea\u4e0b\u8f7d\u8fdc\u7a0b\u5907\u4efd\u5230\u672c\u5730&#xff0c;\u4e0d\u6062\u590d<br \/>\nclickhouse-backup download backup_name<br \/>\n\u6062\u590d\u65f6\u6307\u5b9a schema \u53d8\u66f4<br \/>\nclickhouse-backup restore backup_name &#8211;tables &#034;default.events&#034; &#8211;schema<\/p>\n<p>\u6062\u590d\u64cd\u4f5c\u7684\u6267\u884c\u65f6\u95f4\u53d6\u51b3\u4e8e\u5907\u4efd\u7684\u4f53\u79ef\u548c\u5b58\u50a8\u4ecb\u8d28\u3002\u6062\u590d\u5b8c\u6210\u540e&#xff0c;\u5efa\u8bae\u6267\u884c\u67e5\u8be2\u9a8c\u8bc1\u6570\u636e\u5b8c\u6574\u6027&#xff1a;<\/p>\n<p>clickhouse-client &#8211;query &#034;SELECT count(), max(event_date) FROM default.events&#034;<br \/>\nclickhouse-client &#8211;query &#034;SELECT * FROM system.backups&#034;  # \u67e5\u770b\u5907\u4efd\u76f8\u5173\u7cfb\u7edf\u8868<\/p>\n<h4>7.8 clickhouse-backup \u7684\u4f18\u7f3a\u70b9<\/h4>\n<p>\u4f18\u70b9\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762&#xff1a;<\/p>\n<ul>\n<li>\u529f\u80fd\u5b8c\u6574&#xff1a;\u539f\u751f\u652f\u6301\u5168\u91cf\u5907\u4efd\u3001\u589e\u91cf\u5907\u4efd\u3001\u8868\u7ea7\u5907\u4efd\u4e0e\u6062\u590d&#xff0c;\u5e76\u4e14\u80fd\u591f\u81ea\u52a8\u7ba1\u7406\u5907\u4efd\u4e4b\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\u3002<\/li>\n<li>\u8fdc\u7a0b\u5b58\u50a8\u96c6\u6210\u597d&#xff1a;\u53ef\u4ee5\u76f4\u63a5\u4e0a\u4f20\u5230 S3\u3001GCS\u3001Azure Blob\u3001FTP\/SFTP \u7b49\u5bf9\u8c61\u5b58\u50a8&#xff0c;\u9002\u5408\u5f02\u5730\u5bb9\u707e\u3002<\/li>\n<li>\u81ea\u52a8\u5316\u7a0b\u5ea6\u9ad8&#xff1a;\u63d0\u4f9b Docker \u955c\u50cf\u548c Kubernetes \u652f\u6301&#xff0c;\u53ef\u4ee5\u63a5\u5165 CronJob\u3001Airflow \u7b49\u8c03\u5ea6\u5e73\u53f0\u3002<\/li>\n<li>\u8fd0\u7ef4\u6210\u672c\u4f4e&#xff1a;\u76f8\u6bd4\u624b\u5de5 FREEZE \u52a0 tar&#xff0c;\u547d\u4ee4\u66f4\u7b80\u6d01&#xff0c;\u5907\u4efd\u5143\u6570\u636e\u7edf\u4e00\u7ba1\u7406&#xff0c;\u4fbf\u4e8e\u6e05\u5355\u67e5\u8be2\u548c\u6309\u9700\u6062\u590d\u3002<\/li>\n<\/ul>\n<p>\u7f3a\u70b9\u4e5f\u9700\u8981\u5ba2\u89c2\u8ba4\u8bc6&#xff1a;<\/p>\n<ul>\n<li>\u4ecd\u662f\u903b\u8f91\u5907\u4efd&#xff1a;\u5e95\u5c42\u4f9d\u8d56 FREEZE \u548c shadow \u76ee\u5f55&#xff0c;\u8d85\u5927\u96c6\u7fa4\u9996\u6b21\u5168\u91cf\u5907\u4efd\u8017\u65f6\u4ecd\u7136\u8f83\u957f\u3002<\/li>\n<li>\u7248\u672c\u517c\u5bb9\u8981\u6c42&#xff1a;\u5de5\u5177\u7248\u672c\u9700\u8981\u4e0e ClickHouse \u7248\u672c\u4fdd\u6301\u517c\u5bb9&#xff0c;\u5347\u7ea7 ClickHouse \u540e\u5e94\u53ca\u65f6\u5347\u7ea7 clickhouse-backup\u3002<\/li>\n<li>\u6743\u9650\u4e0e\u914d\u7f6e\u8981\u6c42&#xff1a;\u9700\u8981\u80fd\u591f\u8bbf\u95ee ClickHouse \u6570\u636e\u76ee\u5f55\u3001\u914d\u7f6e\u6587\u4ef6\u548c ZooKeeper&#xff0c;\u5e76\u5bf9\u5907\u4efd\u8d26\u53f7\u6709\u4e00\u5b9a\u6743\u9650\u8981\u6c42\u3002<\/li>\n<li>\u5927\u89c4\u6a21\u8868\u591a\u65f6\u7ba1\u7406\u590d\u6742&#xff1a;\u867d\u7136\u652f\u6301\u6279\u91cf\u64cd\u4f5c&#xff0c;\u4f46\u8868\u6570\u91cf\u6781\u591a\u3001\u5907\u4efd\u7b56\u7565\u5dee\u5f02\u5927\u65f6&#xff0c;\u4ecd\u9700\u501f\u52a9\u811a\u672c\u6216\u914d\u7f6e\u7ba1\u7406\u3002<\/li>\n<\/ul>\n<h3>\u516b\u3001\u539f\u751f BACKUP\/RESTORE \u8bed\u53e5<\/h3>\n<p>\u4ece ClickHouse 22.x \u7248\u672c\u5f00\u59cb&#xff0c;\u793e\u533a\u63a8\u51fa\u4e86\u539f\u751f BACKUP \u548c RESTORE \u8bed\u53e5&#xff0c;\u5e76\u5728\u540e\u7eed\u7248\u672c\u4e2d\u4e0d\u65ad\u5b8c\u5584\u3002\u539f\u751f\u5907\u4efd\u652f\u6301\u628a\u6570\u636e\u5e93\u6216\u8868\u5907\u4efd\u5230\u672c\u5730\u78c1\u76d8\u3001S3 \u5bf9\u8c61\u5b58\u50a8\u7b49\u4f4d\u7f6e&#xff0c;\u6062\u590d\u65f6\u4e5f\u80fd\u6309\u5e93\u3001\u6309\u8868\u7c92\u5ea6\u8fd8\u539f\u3002\u76f8\u6bd4\u7b2c\u4e09\u65b9\u5de5\u5177&#xff0c;\u539f\u751f BACKUP \u66f4\u8d34\u8fd1\u5185\u6838&#xff0c;\u80fd\u591f\u76f4\u63a5\u590d\u7528 ClickHouse \u81ea\u8eab\u7684 Part \u7ba1\u7406\u548c\u5143\u6570\u636e\u80fd\u529b\u3002<\/p>\n<h4>8.1 BACKUP \u8bed\u53e5\u7684\u57fa\u672c\u7528\u6cd5<\/h4>\n<p>\u539f\u751f BACKUP \u652f\u6301\u5e93\u7ea7\u3001\u8868\u7ea7\u548c\u5206\u533a\u7ea7\u5907\u4efd&#xff0c;\u8bed\u6cd5\u6574\u4f53\u6bd4\u8f83\u7edf\u4e00\u3002\u6700\u57fa\u7840\u7684\u5e93\u7ea7\u5907\u4efd\u793a\u4f8b&#xff1a;<\/p>\n<p>&#8212; \u5907\u4efd\u6574\u4e2a default \u6570\u636e\u5e93\u5230\u78c1\u76d8<br \/>\nBACKUP DATABASE default TO Disk(&#039;backups&#039;, &#039;default_20250120.zip&#039;);<\/p>\n<p>\u5176\u4e2d Disk(&#039;backups&#039;, &#039;path&#039;) \u8868\u793a\u4f7f\u7528 ClickHouse \u914d\u7f6e\u4e2d\u540d\u4e3a backups \u7684\u78c1\u76d8&#xff0c;\u5907\u4efd\u6587\u4ef6\u4fdd\u5b58\u4e3a\u5bf9\u5e94\u8def\u5f84\u3002\u8868\u7ea7\u5907\u4efd\u53ef\u4ee5\u5199\u6210&#xff1a;<\/p>\n<p>&#8212; \u5907\u4efd\u5355\u5f20\u8868<br \/>\nBACKUP TABLE default.events TO Disk(&#039;backups&#039;, &#039;events_20250120.zip&#039;);<br \/>\n&#8212; \u5907\u4efd\u6307\u5b9a\u5206\u533a<br \/>\nBACKUP TABLE default.events PARTITION &#039;202501&#039; TO Disk(&#039;backups&#039;, &#039;events_202501.zip&#039;);<\/p>\n<h4>8.2 \u5907\u4efd\u5230 S3 \u5bf9\u8c61\u5b58\u50a8<\/h4>\n<p>\u539f\u751f BACKUP \u4e5f\u652f\u6301 S3 \u517c\u5bb9\u5bf9\u8c61\u5b58\u50a8&#xff0c;\u9700\u8981\u5148\u5728\u914d\u7f6e\u4e2d\u58f0\u660e S3 \u78c1\u76d8\u6216\u76f4\u63a5\u4f7f\u7528 S3 \u51fd\u6570\u3002\u793a\u4f8b&#xff1a;<\/p>\n<p>BACKUP DATABASE default TO S3(&#039;https:\/\/oss.example.com\/backups\/default_20250120.zip&#039;, &#039;access_key&#039;, &#039;secret_key&#039;);<\/p>\n<p>\u4f7f\u7528 S3 \u5907\u4efd\u65f6&#xff0c;ClickHouse \u4f1a\u628a\u5907\u4efd\u5199\u5165\u5bf9\u8c61\u5b58\u50a8&#xff0c;\u9002\u5408\u5f02\u5730\u5bb9\u707e\u3002\u5b9e\u9645\u4f7f\u7528\u4e2d\u5efa\u8bae\u628a\u8bbf\u95ee\u5bc6\u94a5\u653e\u5165 config.xml \u6216\u5bc6\u94a5\u7ba1\u7406\u5de5\u5177\u4e2d&#xff0c;\u907f\u514d\u76f4\u63a5\u5728 SQL \u4e2d\u66b4\u9732\u3002<\/p>\n<h4>8.3 RESTORE \u6062\u590d\u64cd\u4f5c<\/h4>\n<p>\u6062\u590d\u65f6\u4f7f\u7528 RESTORE \u8bed\u53e5\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f&#xff0c;\u6062\u590d\u76ee\u6807\u8868\u9ed8\u8ba4\u4e0d\u80fd\u5df2\u7ecf\u5b58\u5728\u540c\u540d\u5bf9\u8c61&#xff0c;\u5426\u5219\u4f1a\u62a5\u9519&#xff0c;\u9664\u975e\u4f7f\u7528 REPLACE \u53c2\u6570\u8986\u76d6&#xff1a;<\/p>\n<p>&#8212; \u6062\u590d default \u6570\u636e\u5e93<br \/>\nRESTORE DATABASE default FROM Disk(&#039;backups&#039;, &#039;default_20250120.zip&#039;);<br \/>\n&#8212; \u6062\u590d\u5355\u5f20\u8868\u5e76\u8986\u76d6\u73b0\u6709\u8868<br \/>\nRESTORE TABLE default.events FROM Disk(&#039;backups&#039;, &#039;events_20250120.zip&#039;) REPLACE;<\/p>\n<p>\u4ece S3 \u6062\u590d\u65f6\u628a\u76ee\u6807\u6539\u4e3a\u5bf9\u5e94\u7684 S3 \u4f4d\u7f6e\u5373\u53ef\u3002\u6062\u590d\u5b8c\u6210\u540e\u5efa\u8bae\u7acb\u5373\u6821\u9a8c\u884c\u6570\u548c\u5206\u533a\u8303\u56f4&#xff0c;\u786e\u8ba4\u6570\u636e\u7b26\u5408\u9884\u671f\u3002<\/p>\n<h4>8.4 \u539f\u751f BACKUP\/RESTORE \u7684\u9002\u7528\u573a\u666f<\/h4>\n<p>\u539f\u751f BACKUP\/RESTORE \u7684\u4f18\u52bf\u662f\u4e0e\u5185\u6838\u7248\u672c\u540c\u6b65\u6f14\u8fdb&#xff0c;\u65e0\u9700\u989d\u5916\u5b89\u88c5\u5de5\u5177&#xff0c;\u800c\u4e14\u652f\u6301\u5bf9\u8c61\u5b58\u50a8\u548c\u538b\u7f29&#xff0c;\u9002\u5408\u5bf9\u5907\u4efd\u94fe\u8def\u8981\u6c42\u7b80\u5355\u3001\u5e0c\u671b\u51cf\u5c11\u7b2c\u4e09\u65b9\u4f9d\u8d56\u7684\u56e2\u961f\u3002\u4f46\u5b83\u76ee\u524d\u5728\u5927\u89c4\u6a21\u96c6\u7fa4\u3001\u8de8\u7248\u672c\u6062\u590d\u3001\u589e\u91cf\u5907\u4efd\u548c\u7ec6\u7c92\u5ea6\u5ba1\u8ba1\u65b9\u9762\u7684\u80fd\u529b\u76f8\u6bd4 clickhouse-backup \u4ecd\u6709\u4e00\u5b9a\u5dee\u8ddd\u3002\u56e0\u6b64&#xff0c;\u751f\u4ea7\u73af\u5883\u4ecd\u5efa\u8bae\u7ed3\u5408\u5b9e\u9645\u573a\u666f&#xff0c;\u5728\u539f\u751f BACKUP \u4e0e clickhouse-backup\u3001\u6587\u4ef6\u7cfb\u7edf\u5feb\u7167\u4e4b\u95f4\u7ec4\u5408\u9009\u62e9\u3002<\/p>\n<h3>\u4e5d\u3001\u5907\u4efd\u9a8c\u8bc1\u4e0e\u6062\u590d\u6f14\u7ec3<\/h3>\n<p>\u5907\u4efd\u4efb\u52a1\u53ea\u80fd\u7b97\u5b8c\u6210\u4e86\u4e00\u534a&#xff0c;\u771f\u6b63\u7684\u5bb9\u707e\u80fd\u529b\u5fc5\u987b\u901a\u8fc7\u300c\u53ef\u6062\u590d\u300d\u6765\u8bc1\u660e\u3002\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d&#xff0c;\u5f88\u591a\u56e2\u961f\u505a\u4e86\u957f\u671f\u5907\u4efd&#xff0c;\u5374\u4ece\u672a\u9a8c\u8bc1\u8fc7\u5907\u4efd\u662f\u5426\u771f\u7684\u53ef\u4ee5\u8fd8\u539f\u3002\u7b49\u5230\u707e\u96be\u53d1\u751f\u65f6\u624d\u53d1\u73b0\u5907\u4efd\u6587\u4ef6\u635f\u574f\u3001\u5143\u6570\u636e\u7f3a\u5931\u6216\u6743\u9650\u9519\u8bef&#xff0c;\u540e\u679c\u975e\u5e38\u4e25\u91cd\u3002\u56e0\u6b64&#xff0c;\u5fc5\u987b\u628a\u6062\u590d\u6f14\u7ec3\u7eb3\u5165\u8fd0\u7ef4\u89c4\u8303\u3002<\/p>\n<h4>9.1 \u5907\u4efd\u6e05\u5355\u4e0e\u5143\u6570\u636e\u68c0\u67e5<\/h4>\n<p>\u6bcf\u4e00\u6b21\u5907\u4efd\u5b8c\u6210\u540e&#xff0c;\u90fd\u5e94\u8bb0\u5f55\u5e76\u68c0\u67e5\u4ee5\u4e0b\u4fe1\u606f&#xff1a;\u5907\u4efd\u540d\u79f0\u3001\u5907\u4efd\u65f6\u95f4\u3001\u5907\u4efd\u8303\u56f4\u3001\u5907\u4efd\u4f53\u79ef\u3001\u5907\u4efd\u4f4d\u7f6e\u3001\u662f\u5426\u5305\u542b DDL \u548c ZooKeeper \u5143\u6570\u636e\u3001\u6821\u9a8c\u548c\u7b49\u3002\u5bf9\u4e8e clickhouse-backup&#xff0c;\u53ef\u4ee5\u901a\u8fc7 list \u547d\u4ee4\u67e5\u770b\u6e05\u5355&#xff1b;\u5bf9\u4e8e\u624b\u5de5\u5907\u4efd&#xff0c;\u53ef\u4ee5\u5728\u5907\u4efd\u76ee\u5f55\u4e2d\u751f\u6210 backup_manifest.txt&#xff0c;\u5185\u5bb9\u5305\u62ec&#xff1a;<\/p>\n<p>backup_name&#061;clickhouse_full_20250120<br \/>\ncreated_at&#061;2025-01-20 03:00:00<br \/>\nscope&#061;all_databases<br \/>\nsize&#061;12582912000<br \/>\nddl&#061;included<br \/>\nzookeeper&#061;not_applicable<br \/>\nchecksum_algorithm&#061;sha256<\/p>\n<h4>9.2 \u5468\u671f\u6027\u6062\u590d\u6f14\u7ec3<\/h4>\n<p>\u5efa\u8bae\u6309\u5468\u6216\u6708\u4e3a\u5355\u4f4d&#xff0c;\u5728\u72ec\u7acb\u7684\u6f14\u7ec3\u73af\u5883\u6267\u884c\u4e00\u6b21\u5b8c\u6574\u6062\u590d\u3002\u6f14\u7ec3\u73af\u5883\u6700\u597d\u4e0e\u751f\u4ea7\u4f7f\u7528\u76f8\u540c\u7248\u672c\u7684 ClickHouse \u548c\u76f8\u540c\u7684\u64cd\u4f5c\u7cfb\u7edf\u3001\u6587\u4ef6\u6743\u9650\u914d\u7f6e\u3002\u6f14\u7ec3\u6d41\u7a0b\u5982\u4e0b&#xff1a;<\/p>\n<li>\u521b\u5efa\u4e00\u53f0\u5e72\u51c0\u7684 ClickHouse \u8282\u70b9&#xff0c;\u7248\u672c\u4e0e\u751f\u4ea7\u4e00\u81f4\u3002<\/li>\n<li>\u4ece\u5907\u4efd\u4ecb\u8d28\u62c9\u53d6\u6700\u8fd1\u4e00\u6b21\u5168\u91cf\u5907\u4efd\u4ee5\u53ca\u540e\u7eed\u589e\u91cf\u5907\u4efd\u3002<\/li>\n<li>\u6309\u5148\u5168\u91cf\u3001\u540e\u589e\u91cf\u7684\u987a\u5e8f\u6267\u884c\u6062\u590d\u3002<\/li>\n<li>\u542f\u52a8\u670d\u52a1&#xff0c;\u6267\u884c SELECT count()\u3001\u5206\u533a\u5206\u5e03\u3001\u62bd\u6837\u67e5\u8be2\u6821\u9a8c\u3002<\/li>\n<li>\u8bb0\u5f55\u6f14\u7ec3\u8017\u65f6&#xff0c;\u4f5c\u4e3a RTO \u7684\u5b9e\u6d4b\u4f9d\u636e\u3002<\/li>\n<p>\u5982\u679c\u6062\u590d\u811a\u672c\u6216\u6587\u6863\u5728\u6f14\u7ec3\u4e2d\u53d1\u73b0\u4e0d\u9002\u7528&#xff0c;\u5e94\u53ca\u65f6\u4fee\u6b63\u3002\u6f14\u7ec3\u672c\u8eab\u4e0d\u5e94\u5f71\u54cd\u751f\u4ea7\u5907\u4efd\u4efb\u52a1\u3002<\/p>\n<h4>9.3 \u6570\u636e\u4e00\u81f4\u6027\u6821\u9a8c<\/h4>\n<p>\u6062\u590d\u540e\u4e0d\u80fd\u53ea\u770b\u884c\u6570\u662f\u5426\u4e00\u81f4&#xff0c;\u8fd8\u8981\u68c0\u67e5\u5206\u533a\u3001\u6392\u5e8f\u952e\u3001\u6570\u636e\u5206\u5e03\u548c\u5173\u952e\u6307\u6807\u3002\u5e38\u7528\u6821\u9a8c SQL&#xff1a;<\/p>\n<p>&#8212; \u5bf9\u6bd4\u603b\u884c\u6570<br \/>\nSELECT count() FROM default.events;<br \/>\n&#8212; \u6309\u5206\u533a\u67e5\u770b\u6570\u636e\u91cf<br \/>\nSELECT partition, count() FROM system.parts<br \/>\nWHERE database &#061; &#039;default&#039; AND table &#061; &#039;events&#039; AND active<br \/>\nGROUP BY partition ORDER BY partition;<br \/>\n&#8212; \u62bd\u6837\u6821\u9a8c\u660e\u7ec6<br \/>\nSELECT * FROM default.events ORDER BY event_time DESC LIMIT 100;<\/p>\n<p>\u5982\u679c\u751f\u4ea7\u73af\u5883\u53ef\u4ee5\u63a5\u53d7\u53ea\u8bfb\u9a8c\u8bc1&#xff0c;\u8fd8\u53ef\u4ee5\u5c06\u6062\u590d\u540e\u7684\u8868\u4e34\u65f6\u6302\u8f7d\u4e3a\u53ea\u8bfb\u8868&#xff0c;\u62bd\u6837\u5bf9\u6bd4\u4e1a\u52a1\u6307\u6807&#xff0c;\u8fdb\u4e00\u6b65\u786e\u8ba4\u6570\u636e\u6b63\u786e\u6027\u3002<\/p>\n<h3>\u5341\u3001\u5907\u4efd\u76d1\u63a7\u4e0e\u544a\u8b66<\/h3>\n<p>\u5907\u4efd\u4efb\u52a1\u5982\u679c\u4e0d\u80fd\u88ab\u6709\u6548\u76d1\u63a7&#xff0c;\u5c31\u53ef\u80fd\u5728\u65e0\u4eba\u5bdf\u89c9\u7684\u60c5\u51b5\u4e0b\u957f\u671f\u5931\u8d25\u3002\u8c03\u5ea6\u811a\u672c\u3001clickhouse-backup\u3001\u4e91\u5e73\u53f0\u5feb\u7167\u90fd\u5e94\u6709\u5bf9\u5e94\u7684\u76d1\u63a7\u4e0e\u544a\u8b66\u3002<\/p>\n<h4>10.1 \u5173\u952e\u76d1\u63a7\u6307\u6807<\/h4>\n<ul>\n<li>\u5907\u4efd\u6210\u529f\u7387&#xff1a;\u6bcf\u6b21\u5907\u4efd\u4efb\u52a1\u662f\u5426\u8fd4\u56de\u6210\u529f\u72b6\u6001\u3002<\/li>\n<li>\u5907\u4efd\u8017\u65f6&#xff1a;\u9632\u6b62\u5907\u4efd\u65f6\u95f4\u8fc7\u957f&#xff0c;\u5f71\u54cd\u4e0b\u4e00\u4e2a\u5907\u4efd\u7a97\u53e3\u3002<\/li>\n<li>\u5907\u4efd\u4f53\u79ef&#xff1a;\u5feb\u901f\u53d1\u73b0\u6570\u636e\u5f02\u5e38\u6fc0\u589e\u6216\u9057\u6f0f\u3002<\/li>\n<li>\u5907\u4efd\u7559\u5b58\u6570\u91cf&#xff1a;\u68c0\u67e5\u672c\u5730\u548c\u8fdc\u7a0b\u4fdd\u7559\u7684\u7b56\u7565\u662f\u5426\u6ee1\u8db3\u8981\u6c42\u3002<\/li>\n<li>\u78c1\u76d8\u5269\u4f59\u7a7a\u95f4&#xff1a;\u9632\u6b62 shadow \u76ee\u5f55\u3001\u672c\u5730\u5907\u4efd\u548c\u4e34\u65f6\u6587\u4ef6\u5360\u6ee1\u78c1\u76d8\u3002<\/li>\n<\/ul>\n<h4>10.2 \u4f7f\u7528 system \u8868\u89c2\u5bdf\u5907\u4efd\u72b6\u6001<\/h4>\n<p>\u5bf9\u4e8e\u539f\u751f BACKUP\/RESTORE&#xff0c;ClickHouse \u63d0\u4f9b system.backups \u548c system.backup_log \u8868&#xff0c;\u53ef\u4ee5\u67e5\u770b\u5907\u4efd\u8bb0\u5f55&#xff1a;<\/p>\n<p>SELECT * FROM system.backups ORDER BY start_time DESC LIMIT 10;<br \/>\nSELECT * FROM system.backup_log ORDER BY start_time DESC LIMIT 10;<\/p>\n<p>\u5bf9\u4e8e clickhouse-backup&#xff0c;\u53ef\u4ee5\u5728 CronJob \u6216\u8c03\u5ea6\u811a\u672c\u4e2d\u6355\u83b7\u9000\u51fa\u7801\u3001\u8f93\u51fa\u65e5\u5fd7&#xff0c;\u5e76\u628a\u8fd9\u4e9b\u7ed3\u679c\u5199\u5165\u76d1\u63a7\u7cfb\u7edf\u3002<\/p>\n<h4>10.3 \u544a\u8b66\u793a\u4f8b<\/h4>\n<p>\u4ee5 shell \u811a\u672c\u4e3a\u4f8b&#xff0c;\u5f53\u5907\u4efd\u5931\u8d25\u6216\u8d85\u8fc7\u9884\u671f\u65f6\u95f4\u65f6&#xff0c;\u53ef\u4ee5\u8c03\u7528 Webhook \u901a\u77e5&#xff1a;<\/p>\n<p>#!\/bin\/bash<br \/>\nset -e<br \/>\nSTART&#061;$(date &#043;%s)<br \/>\nclickhouse-backup create_remote &#034;full_$(date &#043;%Y%m%d_%H%M%S)&#034;<br \/>\nEND&#061;$(date &#043;%s)<br \/>\nDURATION&#061;$((END &#8211; START))<br \/>\nif [ &#034;$DURATION&#034; -gt 7200 ]; then<br \/>\ncurl -X POST &#034;$ALERT_WEBHOOK&#034; -H &#039;Content-Type: application\/json&#039; <\/p>\n<p>-d &#034;{&#034;text&#034;: &#034;ClickHouse \u5907\u4efd\u8017\u65f6\u5f02\u5e38&#xff1a;${DURATION} \u79d2&#034;}&#034;<br \/>\nfi<\/p>\n<p>\u751f\u4ea7\u73af\u5883\u5efa\u8bae\u628a\u5907\u4efd\u7ed3\u679c\u63a5\u5165 Prometheus\u3001Zabbix\u3001Alertmanager \u6216\u4f01\u4e1a\u5fae\u4fe1\u3001\u9489\u9489\u3001\u98de\u4e66\u7b49\u901a\u77e5\u6e20\u9053&#xff0c;\u505a\u5230\u5931\u8d25\u5373\u544a\u8b66\u3002<\/p>\n<h3>\u5341\u4e00\u3001\u603b\u7ed3\u4e0e\u6700\u4f73\u5b9e\u8df5<\/h3>\n<p>ClickHouse \u5907\u4efd\u6ca1\u6709\u94f6\u5f39&#xff0c;\u4e0d\u540c\u65b9\u6848\u5728\u4e00\u81f4\u6027\u3001\u505c\u673a\u5f71\u54cd\u3001\u6062\u590d\u7c92\u5ea6\u3001\u81ea\u52a8\u5316\u7a0b\u5ea6\u548c\u8fd0\u7ef4\u6210\u672c\u4e0a\u5404\u6709\u53d6\u820d\u3002\u4e0b\u8868\u5bf9\u672c\u6587\u4ecb\u7ecd\u7684\u65b9\u6848\u505a\u4e86\u6a2a\u5411\u5bf9\u6bd4&#xff1a;<\/p>\n<table>\n<tr>\u5907\u4efd\u65b9\u6848\u662f\u5426\u505c\u673a\u7c92\u5ea6\u5b9e\u73b0\u590d\u6742\u5ea6\u9002\u7528\u573a\u666f<\/tr>\n<tbody>\n<tr>\n<td>\u51b7\u5907\u4efd<\/td>\n<td>\u662f<\/td>\n<td>\u6574\u5e93<\/td>\n<td>\u4f4e<\/td>\n<td>\u6d4b\u8bd5\u3001\u5f00\u53d1\u3001\u53ef\u63a5\u53d7\u505c\u673a\u7684\u73af\u5883<\/td>\n<\/tr>\n<tr>\n<td>FREEZE \u52a0\u5f71\u5b50\u526f\u672c<\/td>\n<td>\u5426<\/td>\n<td>\u5e93\/\u8868\/\u5206\u533a<\/td>\n<td>\u4e2d<\/td>\n<td>\u5355\u8868\u6216\u5c11\u91cf\u6838\u5fc3\u8868\u70ed\u5907\u4efd<\/td>\n<\/tr>\n<tr>\n<td>\u6587\u4ef6\u7cfb\u7edf\/LVM\/ZFS \u5feb\u7167<\/td>\n<td>\u5426<\/td>\n<td>\u6574\u5377<\/td>\n<td>\u4e2d<\/td>\n<td>\u5e95\u5c42\u5feb\u901f\u6062\u590d\u3001\u515c\u5e95\u5907\u4efd<\/td>\n<\/tr>\n<tr>\n<td>\u4e91\u76d8\u5feb\u7167<\/td>\n<td>\u5426<\/td>\n<td>\u6574\u76d8<\/td>\n<td>\u4f4e<\/td>\n<td>\u4e91\u4e0a\u5bb9\u707e\u515c\u5e95<\/td>\n<\/tr>\n<tr>\n<td>clickhouse-backup<\/td>\n<td>\u5426<\/td>\n<td>\u5e93\/\u8868\/\u5206\u533a<\/td>\n<td>\u4e2d<\/td>\n<td>\u65e5\u5e38\u5168\u91cf\u4e0e\u589e\u91cf\u5907\u4efd\u3001\u5bf9\u8c61\u5b58\u50a8\u4e0a\u4f20<\/td>\n<\/tr>\n<tr>\n<td>\u539f\u751f BACKUP\/RESTORE<\/td>\n<td>\u5426<\/td>\n<td>\u5e93\/\u8868\/\u5206\u533a<\/td>\n<td>\u4e2d<\/td>\n<td>\u5e0c\u671b\u51cf\u5c11\u7b2c\u4e09\u65b9\u4f9d\u8d56\u3001\u4f7f\u7528\u5185\u6838\u80fd\u529b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6700\u540e\u7ed9\u51fa\u51e0\u6761\u53ef\u4ee5\u76f4\u63a5\u843d\u5730\u7684\u5b9e\u8df5\u5efa\u8bae&#xff1a;<\/p>\n<ul>\n<li>\u5148\u5b9a\u76ee\u6807&#xff1a;\u548c\u4e1a\u52a1\u65b9\u660e\u786e RPO\u3001RTO&#xff0c;\u518d\u9009\u62e9\u5907\u4efd\u7ec4\u5408&#xff0c;\u907f\u514d\u8fc7\u5ea6\u8bbe\u8ba1\u3002<\/li>\n<li>\u5168\u91cf\u52a0\u589e\u91cf&#xff1a;\u6309\u65f6\u95f4\u5206\u533a\u65f6\u4f18\u5148\u4f7f\u7528\u5468\u5168\u91cf\u3001\u5929\u589e\u91cf\u7b56\u7565&#xff0c;\u63a7\u5236\u5907\u4efd\u4f53\u79ef\u548c\u65f6\u95f4\u3002<\/li>\n<li>\u5143\u6570\u636e\u4e0d\u9057\u6f0f&#xff1a;\u540c\u65f6\u5907\u4efd DDL\u3001\u7528\u6237\u6743\u9650\u3001ZooKeeper \u5143\u6570\u636e\u548c\u914d\u7f6e\u6587\u4ef6\u3002<\/li>\n<li>\u5907\u4efd\u8981\u4f20\u5f97\u51fa\u53bb&#xff1a;\u751f\u4ea7\u5907\u4efd\u81f3\u5c11\u4fdd\u7559\u4e00\u4efd\u5728\u5f02\u5730\u6216\u5bf9\u8c61\u5b58\u50a8\u4e2d&#xff0c;\u9632\u6b62\u540c\u673a\u623f\u6545\u969c\u3002<\/li>\n<li>\u6f14\u7ec3\u624d\u7b97\u6570&#xff1a;\u5b9a\u671f\u6062\u590d\u6f14\u7ec3&#xff0c;\u5b9e\u6d4b RTO&#xff0c;\u9a8c\u8bc1\u5907\u4efd\u53ef\u7528\u6027\u548c\u6062\u590d\u6587\u6863\u3002<\/li>\n<li>\u5168\u7a0b\u53ef\u89c2\u6d4b&#xff1a;\u5bf9\u5907\u4efd\u72b6\u6001\u3001\u8017\u65f6\u3001\u4f53\u79ef\u548c\u78c1\u76d8\u7a7a\u95f4\u505a\u76d1\u63a7\u544a\u8b66\u3002<\/li>\n<\/ul>\n<p>\u53ea\u8981\u628a\u5907\u4efd\u3001\u6821\u9a8c\u3001\u6062\u590d\u3001\u6f14\u7ec3\u3001\u76d1\u63a7\u4e94\u4e2a\u73af\u8282\u4e32\u6210\u95ed\u73af&#xff0c;ClickHouse \u7684\u5907\u4efd\u4f53\u7cfb\u5c31\u80fd\u4ece\u770b\u8d77\u6765\u6709\u5907\u4efd\u5347\u7ea7\u4e3a\u771f\u6b63\u53ef\u6062\u590d&#xff0c;\u4e3a\u4e1a\u52a1\u6570\u636e\u63d0\u4f9b\u53ef\u9760\u4fdd\u969c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001\u5f15\u8a00&#xff1a;\u4e3a\u4ec0\u4e48 ClickHouse \u5907\u4efd\u5982\u6b64\u91cd\u8981ClickHouse \u4f5c\u4e3a\u4e00\u6b3e\u9762\u5411\u5728\u7ebf\u5206\u6790\u5904\u7406\u573a\u666f\u7684\u5217\u5f0f\u6570\u636e\u5e93&#xff0c;\u4ee5\u5176\u6781\u9ad8\u7684\u67e5\u8be2\u6027\u80fd\u3001\u4f18\u5f02\u7684\u538b\u7f29\u7387\u548c\u7075\u6d3b\u7684\u5206\u5e03\u5f0f\u67b6\u6784&#xff0c;\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5b9e\u65f6\u6570\u4ed3\u3001\u7528\u6237\u884c\u4e3a\u5206\u6790\u3001\u5e7f\u544a\u6295\u653e\u7edf\u8ba1\u3001\u65e5\u5fd7\u5206\u6790\u548c\u65f6\u5e8f\u6570\u636e\u4ed3\u5e93\u7b49\u9886\u57df\u3002\u968f\u7740\u4e1a\u52a1\u89c4\u6a21\u7684\u6269\u5927&#xff0c;ClickHouse \u96c6\u7fa4\u4e2d\u5b58\u50a8\u7684\u6570\u636e\u91cf\u52a8\u8f84\u8fbe\u5230\u6570\u5341 TB \u751a\u81f3 PB \u7ea7&#xff0c;\u6570\u636e\u5df2\u7ecf\u6210\u4e3a\u4f01\u4e1a\u6700\u6838\u5fc3\u7684\u8d44\u4ea7\u4e4b\u4e00\u3002\u7136\u800c&#xff0c;\u5f88\u591a\u56e2\u961f\u5728\u4f7f<\/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":[697],"topic":[],"class_list":["post-98823","post","type-post","status-publish","format-standard","hentry","category-server","tag-clickhouse"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>ClickHouse\u6570\u636e\u5907\u4efd\u4e0e\u6062\u590d\u5b9e\u6218\uff1a\u4ece\u57fa\u7840\u64cd\u4f5c\u5230\u5de5\u5177\u5e94\u7528 - \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\/98823.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ClickHouse\u6570\u636e\u5907\u4efd\u4e0e\u6062\u590d\u5b9e\u6218\uff1a\u4ece\u57fa\u7840\u64cd\u4f5c\u5230\u5de5\u5177\u5e94\u7528 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u4e00\u3001\u5f15\u8a00&#xff1a;\u4e3a\u4ec0\u4e48 ClickHouse \u5907\u4efd\u5982\u6b64\u91cd\u8981ClickHouse 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