{"id":10006383,"date":"2022-09-01T19:48:41","date_gmt":"2022-09-01T11:48:41","guid":{"rendered":"https:\/\/ityet.com\/?p=10006383"},"modified":"2022-09-01T19:48:41","modified_gmt":"2022-09-01T11:48:41","slug":"es-redis-mysql%ef%bc%8c%e8%bf%99%e4%b8%aa%e9%ab%98%e5%8f%af%e7%94%a8%e6%9e%b6%e6%9e%84%e8%ae%be%e8%ae%a1%e5%a4%aa%e9%a1%b6%e4%ba%86%ef%bc%81","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10006383","title":{"rendered":"ES + Redis + 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\u5f88\u9ad8\uff0c\u4f46\u4e0d\u5f71\u54cd\u4e0b\u5355\u4e3b\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n<p>\u57fa\u4e8e\u6b64\uff0c\u6211\u4eec\u53c8\u6784\u5efa\u4e86\u4e00\u4e2a ES \u96c6\u7fa4\uff0c\u4e13\u95e8\u7528\u6765\u5e94\u5bf9\u9ad8 tps \u7684\u8425\u9500\u79d2\u6740\u7c7b\u8bf7\u6c42\uff0c\u8fd9\u6837\u5c31\u8ddf ES \u4e3b\u96c6\u7fa4\u9694\u79bb\u5f00\u6765\uff0c\u4e0d\u4f1a\u56e0\u4e3a\u67d0\u4e2a\u8425\u9500\u6d3b\u52a8\u7684\u6d41\u91cf\u51b2\u51fb\u800c\u5f71\u54cd\u7528\u6237\u7684\u4e0b\u5355\u4e3b\u6d41\u7a0b\u3002<\/p>\n<p>\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18X8\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<h4><strong>| ES \u96c6\u7fa4\u6df1\u5ea6\u4f18\u5316\u63d0\u5347<\/strong><\/h4>\n<p>\u8bb2\u5b8c\u4e86 ES \u7684\u53cc\u4e2d\u5fc3\u4e3b\u5907\u96c6\u7fa4\u9ad8\u53ef\u7528\u67b6\u6784\uff0c\u63a5\u4e0b\u6765\u6211\u4eec\u6df1\u5165\u8bb2\u89e3\u4e00\u4e0b ES \u4e3b\u96c6\u7fa4\u7684\u4f18\u5316\u5de5\u4f5c\u3002<\/p>\n<p>\u6709\u4e00\u6bb5\u65f6\u95f4\uff0c\u6211\u4eec\u7279\u522b\u75db\u82e6\uff0c\u5c31\u662f\u6bcf\u5230\u996d\u70b9\uff0cES \u96c6\u7fa4\u5c31\u5f00\u59cb\u62a5\u8b66\uff0c\u641e\u5f97\u6bcf\u6b21\u5403\u996d\u90fd\u5fc3\u614c\u614c\u7684\uff0c\u751f\u6015 ES \u96c6\u7fa4\u4e00\u4e2a\u625b\u4e0d\u4f4f\uff0c\u5c31\u5168\u516c\u53f8\u70b8\u9505\u4e86\u3002<\/p>\n<p>\u90a3\u4e3a\u4ec0\u4e48\u4e00\u5230\u996d\u70b9\u5c31\u62a5\u8b66\u5462\uff1f\u56e0\u4e3a\u6d41\u91cf\u6bd4\u8f83\u5927\uff0c \u5bfc\u81f4 ES \u7ebf\u7a0b\u6570\u98d9\u9ad8\uff0ccpu \u76f4\u5f80\u4e0a\u7a9c\uff0c\u67e5\u8be2\u8017\u65f6\u589e\u52a0\uff0c\u5e76\u4f20\u5bfc\u7ed9\u6240\u6709\u8c03\u7528\u65b9\uff0c\u5bfc\u81f4\u66f4\u5927\u8303\u56f4\u7684\u5ef6\u65f6\u3002\u90a3\u4e48\u5982\u4f55\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u5462\uff1f<\/p>\n<p>\u901a\u8fc7\u6df1\u5165 ES \u96c6\u7fa4\uff0c\u6211\u4eec\u53d1\u73b0\u4e86\u4ee5\u4e0b\u51e0\u4e2a\u95ee\u9898\uff1a<\/p>\n<ul>\n<li><strong>ES \u8d1f\u8f7d\u4e0d\u5408\u7406\uff0c\u70ed\u70b9\u95ee\u9898\u4e25\u91cd\u3002<\/strong>ES \u4e3b\u96c6\u7fa4\u4e00\u5171\u6709\u51e0\u5341\u4e2a\u8282\u70b9\uff0c\u6709\u7684\u8282\u70b9\u4e0a\u90e8\u7f72\u7684 shard \u6570\u504f\u591a\uff0c\u6709\u7684\u8282\u70b9\u90e8\u7f72\u7684 shard \u6570\u5f88\u5c11\uff0c\u5bfc\u81f4\u67d0\u4e9b\u670d\u52a1\u5668\u7684\u8d1f\u8f7d\u5f88\u9ad8\uff0c\u6bcf\u5230\u6d41\u91cf\u9ad8\u5cf0\u671f\uff0c\u5c31\u7ecf\u5e38\u9884\u8b66\u3002<\/li>\n<li><strong>ES \u7ebf\u7a0b\u6c60\u7684\u5927\u5c0f\u8bbe\u7f6e\u5f97\u592a\u9ad8\uff0c\u5bfc\u81f4 cpu \u98d9\u9ad8\u3002<\/strong>\u6211\u4eec\u77e5\u9053\uff0c\u8bbe\u7f6e ES \u7684 threadpool\uff0c\u4e00\u822c\u5c06\u7ebf\u7a0b\u6570\u8bbe\u7f6e\u4e3a\u670d\u52a1\u5668\u7684 cpu \u6838\u6570\uff0c\u5373\u4f7f ES \u7684\u67e5\u8be2\u538b\u529b\u5f88\u5927\uff0c\u9700\u8981\u589e\u52a0\u7ebf\u7a0b\u6570\uff0c\u90a3\u6700\u597d\u4e5f\u4e0d\u8981\u8d85\u8fc7\u201ccpu core * 3 \/ 2 + 1\u201d\u3002\u5982\u679c\u8bbe\u7f6e\u7684\u7ebf\u7a0b\u6570\u8fc7\u591a\uff0c\u4f1a\u5bfc\u81f4 cpu \u5728\u591a\u4e2a\u7ebf\u7a0b\u4e0a\u4e0b\u6587\u4e4b\u95f4\u9891\u7e41\u6765\u56de\u5207\u6362\uff0c\u6d6a\u8d39\u5927\u91cf cpu \u8d44\u6e90\u3002<\/li>\n<li><strong>shard \u5206\u914d\u7684\u5185\u5b58\u592a\u5927\uff0c100g\uff0c\u5bfc\u81f4\u67e5\u8be2\u53d8\u6162\u3002<\/strong>\u6211\u4eec\u77e5\u9053\uff0cES \u7684\u7d22\u5f15\u8981\u5408\u7406\u5206\u914d shard \u6570\uff0c\u8981\u63a7\u5236\u4e00\u4e2a shard \u7684\u5185\u5b58\u5927\u5c0f\u5728 50g \u4ee5\u5185\u3002\u5982\u679c\u4e00\u4e2a shard \u5206\u914d\u7684\u5185\u5b58\u8fc7\u5927\uff0c\u4f1a\u5bfc\u81f4\u67e5\u8be2\u53d8\u6162\uff0c\u8017\u65f6\u589e\u52a0\uff0c\u4e25\u91cd\u62d6\u7d2f\u6027\u80fd\u3002<\/li>\n<li><strong>string \u7c7b\u578b\u7684\u5b57\u6bb5\u8bbe\u7f6e\u4e86\u53cc\u5b57\u6bb5\uff0c\u65e2\u662f text\uff0c\u53c8\u662f keyword\uff0c\u5bfc\u81f4\u5b58\u50a8\u5bb9\u91cf\u589e\u5927\u4e86\u4e00\u500d\u3002<\/strong>\u4f1a\u5458\u4fe1\u606f\u7684\u67e5\u8be2\u4e0d\u9700\u8981\u5173\u8054\u5ea6\u6253\u5206\uff0c\u76f4\u63a5\u6839\u636e keyword \u67e5\u8be2\u5c31\u884c\uff0c\u6240\u4ee5\u5b8c\u5168\u53ef\u4ee5\u5c06 text \u5b57\u6bb5\u53bb\u6389\uff0c\u8fd9\u6837\u5c31\u80fd\u8282\u7701\u5f88\u5927\u4e00\u90e8\u5206\u5b58\u50a8\u7a7a\u95f4\uff0c\u63d0\u5347\u6027\u80fd\u3002<\/li>\n<li><strong>ES \u67e5\u8be2\uff0c\u4f7f\u7528 filter\uff0c\u4e0d\u4f7f\u7528 query\u3002<\/strong>\u56e0\u4e3a query \u4f1a\u5bf9\u641c\u7d22\u7ed3\u679c\u8fdb\u884c\u76f8\u5173\u5ea6\u7b97\u5206\uff0c\u6bd4\u8f83\u8017 cpu\uff0c\u800c\u4f1a\u5458\u4fe1\u606f\u7684\u67e5\u8be2\u662f\u4e0d\u9700\u8981\u7b97\u5206\u7684\uff0c\u8fd9\u90e8\u5206\u7684\u6027\u80fd\u635f\u8017\u5b8c\u5168\u53ef\u4ee5\u907f\u514d\u3002<\/li>\n<li><strong>\u8282\u7ea6 ES \u7b97\u529b\uff0c<\/strong>\u5c06 ES \u7684\u641c\u7d22\u7ed3\u679c\u6392\u5e8f\u653e\u5728\u4f1a\u5458\u7cfb\u7edf\u7684 jvm \u5185\u5b58\u4e2d\u8fdb\u884c\u3002<\/li>\n<li><strong>\u589e\u52a0 routing key\u3002<\/strong>\u6211\u4eec\u77e5\u9053\uff0c\u4e00\u6b21 ES \u67e5\u8be2\uff0c\u4f1a\u5c06\u8bf7\u6c42\u5206\u53d1\u7ed9\u6240\u6709 shard\uff0c\u7b49\u6240\u6709shard\u8fd4\u56de\u7ed3\u679c\u540e\u518d\u805a\u5408\u6570\u636e\uff0c\u6700\u540e\u5c06\u7ed3\u679c\u8fd4\u56de\u7ed9\u8c03\u7528\u65b9\u3002\u5982\u679c\u6211\u4eec\u4e8b\u5148\u5df2\u7ecf\u77e5\u9053\u6570\u636e\u5206\u5e03\u5728\u54ea\u4e9b shard \u4e0a\uff0c\u90a3\u4e48\u5c31\u53ef\u4ee5\u51cf\u5c11\u5927\u91cf\u4e0d\u5fc5\u8981\u7684\u8bf7\u6c42\uff0c\u63d0\u5347\u67e5\u8be2\u6027\u80fd\u3002<\/li>\n<\/ul>\n<p>\u7ecf\u8fc7\u4ee5\u4e0a\u4f18\u5316\uff0c\u6210\u679c\u975e\u5e38\u663e\u8457\uff0cES \u96c6\u7fa4\u7684 cpu \u5927\u5e45\u4e0b\u964d\uff0c\u67e5\u8be2\u6027\u80fd\u5927\u5e45\u63d0\u5347\u3002ES \u96c6\u7fa4\u7684 cpu \u4f7f\u7528\u7387\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18X9\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u4f1a\u5458\u7cfb\u7edf\u7684\u63a5\u53e3\u8017\u65f6\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Ya\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p><strong>\u4f1a\u5458 Redis \u7f13\u5b58\u65b9\u6848<\/strong><\/p>\n<p>\u4e00\u76f4\u4ee5\u6765\uff0c\u4f1a\u5458\u7cfb\u7edf\u662f\u4e0d\u505a\u7f13\u5b58\u7684\uff0c\u539f\u56e0\u4e3b\u8981\u6709\u4e24\u4e2a\uff1a<\/p>\n<ul>\n<li>\u7b2c\u4e00\u4e2a\uff0c\u524d\u9762\u8bb2\u7684 ES \u96c6\u7fa4\u6027\u80fd\u5f88\u597d\uff0c\u79d2\u5e76\u53d1 3 \u4e07\u591a\uff0c99 \u7ebf\u8017\u65f6 5 \u6beb\u79d2\u5de6\u53f3\uff0c\u5df2\u7ecf\u8db3\u591f\u5e94\u4ed8\u5404\u79cd\u68d8\u624b\u7684\u573a\u666f\u3002<\/li>\n<li>\u7b2c\u4e8c\u4e2a\uff0c\u6709\u7684\u4e1a\u52a1\u5bf9\u4f1a\u5458\u7684\u7ed1\u5b9a\u5173\u7cfb\u8981\u6c42\u5b9e\u65f6\u4e00\u81f4\uff0c\u800c\u4f1a\u5458\u662f\u4e00\u4e2a\u53d1\u5c55\u4e86 10 \u591a\u5e74\u7684\u8001\u7cfb\u7edf\uff0c\u662f\u4e00\u4e2a\u7531\u597d\u591a\u63a5\u53e3\u3001\u597d\u591a\u7cfb\u7edf\u7ec4\u6210\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u3002<\/li>\n<\/ul>\n<p>\u6240\u4ee5\uff0c\u53ea\u8981\u6709\u4e00\u4e2a\u63a5\u53e3\u6ca1\u6709\u8003\u8651\u5230\u4f4d\uff0c\u6ca1\u6709\u53ca\u65f6\u53bb\u66f4\u65b0\u7f13\u5b58\uff0c\u5c31\u4f1a\u5bfc\u81f4\u810f\u6570\u636e\uff0c\u8fdb\u800c\u5f15\u53d1\u4e00\u7cfb\u5217\u7684\u95ee\u9898\u3002<\/p>\n<p>\u4f8b\u5982\uff1a\u7528\u6237\u5728 APP \u4e0a\u770b\u4e0d\u5230\u5fae\u4fe1\u8ba2\u5355\u3001APP \u548c\u5fae\u4fe1\u7684\u4f1a\u5458\u7b49\u7ea7\u3001\u91cc\u7a0b\u7b49\u6ca1\u5408\u5e76\u3001\u5fae\u4fe1\u548c APP \u65e0\u6cd5\u4ea4\u53c9\u8425\u9500\u7b49\u7b49\u3002<\/p>\n<p>\u90a3\u540e\u6765\u4e3a\u4ec0\u4e48\u53c8\u8981\u505a\u7f13\u5b58\u5462\uff1f\u662f\u56e0\u4e3a\u4eca\u5e74\u673a\u7968\u7684\u76f2\u76d2\u6d3b\u52a8\uff0c\u5b83\u5e26\u6765\u7684\u77ac\u65f6\u5e76\u53d1\u592a\u9ad8\u4e86\u3002\u867d\u7136\u4f1a\u5458\u7cfb\u7edf\u5b89\u7136\u65e0\u6059\uff0c\u4f46\u8fd8\u662f\u6709\u70b9\u5fc3\u6709\u4f59\u60b8\uff0c\u7a33\u59a5\u8d77\u89c1\uff0c\u6700\u7ec8\u8fd8\u662f\u51b3\u5b9a\u5b9e\u65bd\u7f13\u5b58\u65b9\u6848\u3002<\/p>\n<h4><strong>| ES \u8fd1\u4e00\u79d2\u5ef6\u65f6\u5bfc\u81f4\u7684 Redis \u7f13\u5b58\u6570\u636e\u4e0d\u4e00\u81f4\u95ee\u9898\u7684\u89e3\u51b3\u65b9\u6848<\/strong><\/h4>\n<p>\u5728\u505a\u4f1a\u5458\u7f13\u5b58\u65b9\u6848\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9047\u5230\u4e00\u4e2a ES \u5f15\u53d1\u7684\u95ee\u9898\uff0c\u8be5\u95ee\u9898\u4f1a\u5bfc\u81f4\u7f13\u5b58\u6570\u636e\u7684\u4e0d\u4e00\u81f4\u3002<\/p>\n<p>\u6211\u4eec\u77e5\u9053\uff0cES \u64cd\u4f5c\u6570\u636e\u662f\u8fd1\u5b9e\u65f6\u7684\uff0c\u5f80 ES \u65b0\u589e\u4e00\u4e2a Document\uff0c\u6b64\u65f6\u7acb\u5373\u53bb\u67e5\uff0c\u662f\u67e5\u4e0d\u5230\u7684\uff0c\u9700\u8981\u7b49\u5f85 1 \u79d2\u540e\u624d\u80fd\u67e5\u8be2\u5230\u3002<\/p>\n<p>\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Yb\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>ES \u7684\u8fd1\u5b9e\u65f6\u673a\u5236\u4e3a\u4ec0\u4e48\u4f1a\u5bfc\u81f4 Redis \u7f13\u5b58\u6570\u636e\u4e0d\u4e00\u81f4\u5462\uff1f\u5177\u4f53\u6765\u8bb2\uff0c\u5047\u8bbe\u4e00\u4e2a\u7528\u6237\u6ce8\u9500\u4e86\u81ea\u5df1\u7684 APP \u8d26\u53f7\uff0c\u6b64\u65f6\u9700\u8981\u66f4\u65b0 ES\uff0c\u5220\u9664 APP \u8d26\u53f7\u548c\u5fae\u4fe1\u8d26\u53f7\u7684\u7ed1\u5b9a\u5173\u7cfb\u3002\u800c ES \u7684\u6570\u636e\u66f4\u65b0\u662f\u8fd1\u5b9e\u65f6\u7684\uff0c\u4e5f\u5c31\u662f\u8bf4\uff0c1 \u79d2\u540e\u4f60\u624d\u80fd\u67e5\u8be2\u5230\u66f4\u65b0\u540e\u7684\u6570\u636e\u3002<\/p>\n<p>\u800c\u5c31\u5728\u8fd9 1 \u79d2\u5185\uff0c\u6709\u4e2a\u8bf7\u6c42\u6765\u67e5\u8be2\u8be5\u7528\u6237\u7684\u4f1a\u5458\u7ed1\u5b9a\u5173\u7cfb\uff0c\u5b83\u5148\u5230 Redis \u7f13\u5b58\u4e2d\u67e5\uff0c\u53d1\u73b0\u6ca1\u6709\uff0c\u7136\u540e\u5230 ES \u67e5\uff0c\u67e5\u5230\u4e86\uff0c\u4f46\u67e5\u5230\u7684\u662f\u66f4\u65b0\u524d\u7684\u65e7\u6570\u636e\u3002<\/p>\n<p>\u6700\u540e\uff0c\u8be5\u8bf7\u6c42\u628a\u67e5\u8be2\u5230\u7684\u65e7\u6570\u636e\u66f4\u65b0\u5230 Redis \u7f13\u5b58\u5e76\u8fd4\u56de\u3002\u5c31\u8fd9\u6837\uff0c1 \u79d2\u540e\uff0cES \u4e2d\u8be5\u7528\u6237\u7684\u4f1a\u5458\u6570\u636e\u66f4\u65b0\u4e86\uff0c\u4f46 Redis \u7f13\u5b58\u7684\u6570\u636e\u8fd8\u662f\u65e7\u6570\u636e\uff0c\u5bfc\u81f4\u4e86 Redis \u7f13\u5b58\u8ddf ES \u7684\u6570\u636e\u4e0d\u4e00\u81f4\u3002<\/p>\n<p>\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Yc\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u9762\u5bf9\u8be5\u95ee\u9898\uff0c\u5982\u4f55\u89e3\u51b3\u5462\uff1f\u6211\u4eec\u7684\u601d\u8def\u662f\uff0c\u5728\u66f4\u65b0 ES \u6570\u636e\u65f6\uff0c\u52a0\u4e00\u4e2a 2 \u79d2\u7684 Redis \u5206\u5e03\u5f0f\u5e76\u53d1\u9501\uff0c\u4e3a\u4e86\u4fdd\u8bc1\u7f13\u5b58\u6570\u636e\u7684\u4e00\u81f4\u6027\uff0c\u63a5\u7740\u518d\u5220\u9664 Redis \u4e2d\u8be5\u4f1a\u5458\u7684\u7f13\u5b58\u6570\u636e\u3002<\/p>\n<p>\u5982\u679c\u6b64\u65f6\u6709\u8bf7\u6c42\u6765\u67e5\u8be2\u6570\u636e\uff0c\u5148\u83b7\u53d6\u5206\u5e03\u5f0f\u9501\uff0c\u53d1\u73b0\u8be5\u4f1a\u5458 ID \u5df2\u7ecf\u4e0a\u9501\u4e86\uff0c\u8bf4\u660e ES \u521a\u521a\u66f4\u65b0\u7684\u6570\u636e\u5c1a\u672a\u751f\u6548\uff0c\u90a3\u4e48\u6b64\u65f6\u67e5\u8be2\u5b8c\u6570\u636e\u540e\u5c31\u4e0d\u66f4\u65b0 Redis \u7f13\u5b58\u4e86\uff0c\u76f4\u63a5\u8fd4\u56de\uff0c\u8fd9\u6837\u5c31\u907f\u514d\u4e86\u7f13\u5b58\u6570\u636e\u7684\u4e0d\u4e00\u81f4\u95ee\u9898\u3002<\/p>\n<p>\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Yd\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u4e0a\u8ff0\u65b9\u6848\uff0c\u4e4d\u4e00\u770b\u4f3c\u4e4e\u6ca1\u4ec0\u4e48\u95ee\u9898\u4e86\uff0c\u4f46\u4ed4\u7ec6\u5206\u6790\uff0c\u8fd8\u662f\u6709\u53ef\u80fd\u5bfc\u81f4\u7f13\u5b58\u6570\u636e\u7684\u4e0d\u4e00\u81f4\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u5728\u66f4\u65b0\u8bf7\u6c42\u52a0\u5206\u5e03\u5f0f\u9501\u4e4b\u524d\uff0c\u6070\u597d\u6709\u4e00\u4e2a\u67e5\u8be2\u8bf7\u6c42\u83b7\u53d6\u5206\u5e03\u5f0f\u9501\uff0c\u800c\u6b64\u65f6\u662f\u6ca1\u6709\u9501\u7684\uff0c\u6240\u4ee5\u5b83\u53ef\u4ee5\u7ee7\u7eed\u66f4\u65b0\u7f13\u5b58\u3002<\/p>\n<p>\u4f46\u5c31\u5728\u4ed6\u66f4\u65b0\u7f13\u5b58\u4e4b\u524d\uff0c\u7ebf\u7a0b block \u4e86\uff0c\u6b64\u65f6\u66f4\u65b0\u8bf7\u6c42\u6765\u4e86\uff0c\u52a0\u4e86\u5206\u5e03\u5f0f\u9501\uff0c\u5e76\u5220\u9664\u4e86\u7f13\u5b58\u3002\u5f53\u66f4\u65b0\u8bf7\u6c42\u5b8c\u6210\u64cd\u4f5c\u540e\uff0c\u67e5\u8be2\u8bf7\u6c42\u7684\u7ebf\u7a0b\u6d3b\u8fc7\u6765\u4e86\uff0c\u6b64\u65f6\u5b83\u518d\u6267\u884c\u66f4\u65b0\u7f13\u5b58\uff0c\u5c31\u628a\u810f\u6570\u636e\u5199\u5230\u7f13\u5b58\u4e2d\u4e86\u3002<\/p>\n<p>\u53d1\u73b0\u6ca1\u6709\uff1f\u4e3b\u8981\u7684\u95ee\u9898\u75c7\u7ed3\u5c31\u5728\u4e8e\u201c\u5220\u9664\u7f13\u5b58\u201d\u548c\u201c\u66f4\u65b0\u7f13\u5b58\u201d\u53d1\u751f\u4e86\u5e76\u53d1\u51b2\u7a81\uff0c\u53ea\u8981\u5c06\u5b83\u4eec\u4e92\u65a5\uff0c\u5c31\u80fd\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n<p>\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Ye\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u5b9e\u65bd\u4e86\u7f13\u5b58\u65b9\u6848\u540e\uff0c\u7ecf\u7edf\u8ba1\uff0c\u7f13\u5b58\u547d\u4e2d\u7387 90%+\uff0c\u6781\u5927\u7f13\u89e3\u4e86 ES \u7684\u538b\u529b\uff0c\u4f1a\u5458\u7cfb\u7edf\u6574\u4f53\u6027\u80fd\u5f97\u5230\u4e86\u5f88\u5927\u63d0\u5347\u3002<\/p>\n<h4><strong>| Redis \u53cc\u4e2d\u5fc3\u591a\u96c6\u7fa4\u67b6\u6784<\/strong><\/h4>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u770b\u4e00\u4e0b\u5982\u4f55\u4fdd\u969c Redis \u96c6\u7fa4\u7684\u9ad8\u53ef\u7528\u3002<\/p>\n<p>\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Yg\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u5173\u4e8e Redis \u96c6\u7fa4\u7684\u9ad8\u53ef\u7528\uff0c\u6211\u4eec\u91c7\u7528\u4e86\u53cc\u4e2d\u5fc3\u591a\u96c6\u7fa4\u7684\u6a21\u5f0f\u3002\u5728\u673a\u623f A \u548c\u673a\u623f B \u5404\u90e8\u7f72\u4e00\u5957 Redis \u96c6\u7fa4\u3002<\/p>\n<p>\u66f4\u65b0\u7f13\u5b58\u6570\u636e\u65f6\uff0c\u53cc\u5199\uff0c\u53ea\u6709\u4e24\u4e2a\u673a\u623f\u7684 Redis \u96c6\u7fa4\u90fd\u5199\u6210\u529f\u4e86\uff0c\u624d\u8fd4\u56de\u6210\u529f\u3002\u67e5\u8be2\u7f13\u5b58\u6570\u636e\u65f6\uff0c\u673a\u623f\u5185\u5c31\u8fd1\u67e5\u8be2\uff0c\u964d\u4f4e\u5ef6\u65f6\u3002\u8fd9\u6837\uff0c\u5373\u4f7f\u673a\u623f A \u6574\u4f53\u6545\u969c\uff0c\u673a\u623f B \u8fd8\u80fd\u63d0\u4f9b\u5b8c\u6574\u7684\u4f1a\u5458\u670d\u52a1\u3002<\/p>\n<p><strong>\u9ad8\u53ef\u7528\u4f1a\u5458\u4e3b\u5e93\u65b9\u6848<\/strong><\/p>\n<p>\u4e0a\u8ff0\u8bb2\u5230\uff0c\u5168\u5e73\u53f0\u4f1a\u5458\u7684\u7ed1\u5b9a\u5173\u7cfb\u6570\u636e\u5b58\u5728 ES\uff0c\u800c\u4f1a\u5458\u7684\u6ce8\u518c\u660e\u7ec6\u6570\u636e\u5b58\u5728\u5173\u7cfb\u578b\u6570\u636e\u5e93\u3002<\/p>\n<p>\u6700\u65e9\uff0c\u4f1a\u5458\u4f7f\u7528\u7684\u6570\u636e\u5e93\u662f SqlServer\uff0c\u76f4\u5230\u6709\u4e00\u5929\uff0cDBA \u627e\u5230\u6211\u4eec\u8bf4\uff0c\u5355\u53f0 SqlServer \u6570\u636e\u5e93\u5df2\u7ecf\u5b58\u50a8\u4e86\u5341\u591a\u4ebf\u7684\u4f1a\u5458\u6570\u636e\uff0c\u670d\u52a1\u5668\u5df2\u8fbe\u5230\u7269\u7406\u6781\u9650\uff0c\u4e0d\u80fd\u518d\u6269\u5c55\u4e86\u3002\u6309\u7167\u73b0\u5728\u7684\u589e\u957f\u8d8b\u52bf\uff0c\u8fc7\u4e0d\u4e86\u591a\u4e45\uff0c\u6574\u4e2a SqlServer \u6570\u636e\u5e93\u5c31\u5d29\u4e86\u3002<\/p>\n<p>\u4f60\u60f3\u60f3\uff0c\u90a3\u662f\u4e00\u79cd\u4ec0\u4e48\u6837\u7684\u707e\u96be\u573a\u666f\uff1a\u4f1a\u5458\u6570\u636e\u5e93\u5d29\u4e86\uff0c\u4f1a\u5458\u7cfb\u7edf\u5c31\u5d29\u4e86\uff1b\u4f1a\u5458\u7cfb\u7edf\u5d29\u4e86\uff0c\u5168\u516c\u53f8\u6240\u6709\u4e1a\u52a1\u7ebf\u5c31\u5d29\u4e86\u3002\u60f3\u60f3\u5c31\u4e0d\u5bd2\u800c\u6817\uff0c\u9178\u723d\u65e0\u6bd4\uff0c\u4e3a\u6b64\u6211\u4eec\u7acb\u523b\u5f00\u542f\u4e86\u8fc1\u79fb DB \u7684\u5de5\u4f5c\u3002<\/p>\n<h4><strong>| MySQL \u53cc\u4e2d\u5fc3 Partition \u96c6\u7fa4\u65b9\u6848<\/strong><\/h4>\n<p>\u7ecf\u8fc7\u8c03\u7814\uff0c\u6211\u4eec\u9009\u62e9\u4e86\u53cc\u4e2d\u5fc3\u5206\u5e93\u5206\u8868\u7684 MySQL \u96c6\u7fa4\u65b9\u6848\uff0c\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Yh\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u4f1a\u5458\u4e00\u5171\u6709\u5341\u591a\u4ebf\u7684\u6570\u636e\uff0c\u6211\u4eec\u628a\u4f1a\u5458\u4e3b\u5e93\u5206\u4e86 1000 \u591a\u4e2a\u5206\u7247\uff0c\u5e73\u5206\u5230\u6bcf\u4e2a\u5206\u7247\u5927\u6982\u767e\u4e07\u7684\u91cf\u7ea7\uff0c\u8db3\u591f\u4f7f\u7528\u4e86\u3002<\/p>\n<p>MySQL \u96c6\u7fa4\u91c7\u7528 1 \u4e3b 3 \u4ece\u7684\u67b6\u6784\uff0c\u4e3b\u5e93\u653e\u5728\u673a\u623f A\uff0c\u4ece\u5e93\u653e\u5728\u673a\u623f B\uff0c\u4e24\u4e2a\u673a\u623f\u4e4b\u95f4\u901a\u8fc7\u4e13\u7ebf\u540c\u6b65\u6570\u636e\uff0c\u5ef6\u8fdf\u5728 1 \u6beb\u79d2\u5185\u3002<\/p>\n<p>\u4f1a\u5458\u7cfb\u7edf\u901a\u8fc7 DBRoute \u8bfb\u5199\u6570\u636e\uff0c\u5199\u6570\u636e\u90fd\u8def\u7531\u5230 master \u8282\u70b9\u6240\u5728\u7684\u673a\u623f A\uff0c\u8bfb\u6570\u636e\u90fd\u8def\u7531\u5230\u672c\u5730\u673a\u623f\uff0c\u5c31\u8fd1\u8bbf\u95ee\uff0c\u51cf\u5c11\u7f51\u7edc\u5ef6\u8fdf\u3002<\/p>\n<p>\u8fd9\u6837\uff0c\u91c7\u7528\u53cc\u4e2d\u5fc3\u7684 MySQL \u96c6\u7fa4\u67b6\u6784\uff0c\u6781\u5927\u63d0\u9ad8\u4e86\u53ef\u7528\u6027\uff0c\u5373\u4f7f\u673a\u623f A \u6574\u4f53\u90fd\u5d29\u4e86\uff0c\u8fd8\u53ef\u4ee5\u5c06\u673a\u623f B \u7684 Slave \u5347\u7ea7\u4e3a Master\uff0c\u7ee7\u7eed\u63d0\u4f9b\u670d\u52a1\u3002<\/p>\n<p>\u53cc\u4e2d\u5fc3 MySQL \u96c6\u7fa4\u642d\u5efa\u597d\u540e\uff0c\u6211\u4eec\u8fdb\u884c\u4e86\u538b\u6d4b\uff0c\u6d4b\u8bd5\u4e0b\u6765\uff0c\u79d2\u5e76\u53d1\u80fd\u8fbe\u5230 2 \u4e07\u591a\uff0c\u5e73\u5747\u8017\u65f6\u5728 10 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\u6570\u636e\u7684\u4e00\u81f4\u6027\u3002<\/li>\n<\/ul>\n<p>\u57fa\u4e8e\u4ee5\u4e0a\u75db\u70b9\uff0c\u6211\u4eec\u8bbe\u8ba1\u4e86\u201c\u5168\u91cf\u540c\u6b65\u3001\u589e\u91cf\u540c\u6b65\u3001\u5b9e\u65f6\u6d41\u91cf\u7070\u5ea6\u5207\u6362\u201d\u7684\u6280\u672f\u65b9\u6848\u3002<\/p>\n<p>\u9996\u5148\uff0c\u4e3a\u4e86\u4fdd\u8bc1\u6570\u636e\u7684\u65e0\u7f1d\u5207\u6362\uff0c\u91c7\u7528\u5b9e\u65f6\u53cc\u5199\u7684\u65b9\u6848\u3002\u56e0\u4e3a\u4e1a\u52a1\u903b\u8f91\u7684\u590d\u6742\uff0c\u4ee5\u53ca SqlServer \u548c MySQL \u7684\u6280\u672f\u5dee\u5f02\u6027\uff0c\u5728\u53cc\u5199 MySQL \u7684\u8fc7\u7a0b\u4e2d\uff0c\u4e0d\u4e00\u5b9a\u4f1a\u5199\u6210\u529f\uff0c\u800c\u4e00\u65e6\u5199\u5931\u8d25\uff0c\u5c31\u4f1a\u5bfc\u81f4 SqlServer \u548c MySQL \u7684\u6570\u636e\u4e0d\u4e00\u81f4\uff0c\u8fd9\u662f\u7edd\u4e0d\u5141\u8bb8\u7684\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u6211\u4eec\u91c7\u53d6\u7684\u7b56\u7565\u662f\uff0c\u5728\u8bd5\u8fd0\u884c\u671f\u95f4\uff0c\u4e3b\u5199 SqlServer\uff0c\u7136\u540e\u901a\u8fc7\u7ebf\u7a0b\u6c60\u5f02\u6b65\u5199 MySQL\uff0c\u5982\u679c\u5199\u5931\u8d25\u4e86\uff0c\u91cd\u8bd5\u4e09\u6b21\uff0c\u5982\u679c\u4f9d\u7136\u5931\u8d25\uff0c\u5219\u8bb0\u65e5\u5fd7\uff0c\u7136\u540e\u4eba\u5de5\u6392\u67e5\u539f\u56e0\uff0c\u89e3\u51b3\u540e\uff0c\u7ee7\u7eed\u53cc\u5199\uff0c\u76f4\u5230\u8fd0\u884c\u4e00\u6bb5\u65f6\u95f4\uff0c\u6ca1\u6709\u53cc\u5199\u5931\u8d25\u7684\u60c5\u51b5\u3002<\/p>\n<p>\u901a\u8fc7\u4e0a\u8ff0\u7b56\u7565\uff0c\u53ef\u4ee5\u786e\u4fdd\u5728\u7edd\u5927\u90e8\u5206\u60c5\u51b5\u4e0b\uff0c\u53cc\u5199\u64cd\u4f5c\u7684\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027\uff0c\u5373\u4f7f\u5728\u8bd5\u8fd0\u884c\u671f\u95f4\u51fa\u73b0\u4e86 SqlServer \u548c MySQL \u7684\u6570\u636e\u4e0d\u4e00\u81f4\u7684\u60c5\u51b5\uff0c\u4e5f\u53ef\u4ee5\u57fa\u4e8e SqlServer \u518d\u6b21\u5168\u91cf\u6784\u5efa\u51fa MySQL \u7684\u6570\u636e\u3002<\/p>\n<p>\u56e0\u4e3a\u6211\u4eec\u5728\u8bbe\u8ba1\u53cc\u5199\u7b56\u7565\u65f6\uff0c\u4f1a\u786e\u4fdd SqlServer \u4e00\u5b9a\u80fd\u5199\u6210\u529f\uff0c\u4e5f\u5c31\u662f\u8bf4\uff0cSqlServer \u4e2d\u7684\u6570\u636e\u662f\u5168\u91cf\u6700\u5b8c\u6574\u3001\u6700\u6b63\u786e\u7684\u3002<\/p>\n<p>\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Yi\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u8bb2\u5b8c\u4e86\u53cc\u5199\uff0c\u63a5\u4e0b\u6765\u6211\u4eec\u770b\u4e00\u4e0b\u201c\u8bfb\u6570\u636e\u201d\u5982\u4f55\u7070\u5ea6\u3002\u6574\u4f53\u601d\u8def\u662f\uff0c\u901a\u8fc7 A\/B \u5e73\u53f0\u9010\u6b65\u7070\u5ea6\u6d41\u91cf\uff0c\u521a\u5f00\u59cb 100% \u7684\u6d41\u91cf\u8bfb\u53d6 SqlServer \u6570\u636e\u5e93\uff0c\u7136\u540e\u9010\u6b65\u5207\u6d41\u91cf\u8bfb\u53d6 MySQL \u6570\u636e\u5e93\uff0c\u5148 1%\uff0c\u5982\u679c\u6ca1\u6709\u95ee\u9898\uff0c\u518d\u9010\u6b65\u653e\u6d41\u91cf\uff0c\u6700\u7ec8 100% \u7684\u6d41\u91cf\u90fd\u8d70 MySQL\u6570\u636e\u5e93\u3002<\/p>\n<p>\u5728\u9010\u6b65\u7070\u5ea6\u6d41\u91cf\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u6709\u9a8c\u8bc1\u673a\u5236\uff0c\u53ea\u6709\u9a8c\u8bc1\u6ca1\u95ee\u9898\u4e86\uff0c\u624d\u80fd\u8fdb\u4e00\u6b65\u653e\u5927\u6d41\u91cf\u3002<\/p>\n<p>\u90a3\u4e48\u8fd9\u4e2a\u9a8c\u8bc1\u673a\u5236\u5982\u4f55\u5b9e\u65bd\u5462\uff1f\u65b9\u6848\u662f\uff0c\u5728\u4e00\u6b21\u67e5\u8be2\u8bf7\u6c42\u91cc\uff0c\u901a\u8fc7\u5f02\u6b65\u7ebf\u7a0b\uff0c\u6bd4\u8f83 SqlServer \u548c MySQL \u7684\u67e5\u8be2\u7ed3\u679c\u662f\u5426\u4e00\u81f4\uff0c\u5982\u679c\u4e0d\u4e00\u81f4\uff0c\u8bb0\u65e5\u5fd7\uff0c\u518d\u4eba\u5de5\u68c0\u67e5\u4e0d\u4e00\u81f4\u7684\u539f\u56e0\uff0c\u76f4\u5230\u5f7b\u5e95\u89e3\u51b3\u4e0d\u4e00\u81f4\u7684\u95ee\u9898\u540e\uff0c\u518d\u9010\u6b65\u7070\u5ea6\u6d41\u91cf\u3002<\/p>\n<p>\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Yj\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u6240\u4ee5\uff0c\u6574\u4f53\u7684\u5b9e\u65bd\u6d41\u7a0b\u5982\u4e0b\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Yk\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u9996\u5148\uff0c\u5728\u4e00\u4e2a\u591c\u9ed1\u98ce\u9ad8\u7684\u6df1\u591c\uff0c\u6d41\u91cf\u6700\u5c0f\u7684\u65f6\u5019\uff0c\u5b8c\u6210 SqlServer \u5230 MySQL 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SqlServer \u5168\u91cf\u6784\u5efa MySQL \u6570\u636e\u5e93\uff0c\u7136\u540e\u91cd\u65b0\u7070\u5ea6\u6d41\u91cf\u3002<\/p>\n<p>\u76f4\u5230\u6700\u540e\uff0c100% \u7684\u6d41\u91cf\u5168\u90e8\u7070\u5ea6\u5230 MySQL\uff0c\u6b64\u65f6\u5c31\u5927\u529f\u544a\u6210\u4e86\uff0c\u4e0b\u7ebf\u7070\u5ea6\u903b\u8f91\uff0c\u6240\u6709\u8bfb\u5199\u90fd\u5207\u5230 MySQL \u96c6\u7fa4\u3002<\/p>\n<h4><strong>| MySQL \u548c ES \u4e3b\u5907\u96c6\u7fa4\u65b9\u6848<\/strong><\/h4>\n<p>\u505a\u5230\u8fd9\u4e00\u6b65\uff0c\u611f\u89c9\u4f1a\u5458\u4e3b\u5e93\u5e94\u8be5\u6ca1\u95ee\u9898\u4e86\uff0c\u53ef dal \u7ec4\u4ef6\u7684\u4e00\u6b21\u4e25\u91cd\u6545\u969c\u6539\u53d8\u4e86\u6211\u4eec\u7684\u60f3\u6cd5\u3002<\/p>\n<p>\u90a3\u6b21\u6545\u969c\u5f88\u6050\u6016\uff0c\u516c\u53f8\u5f88\u591a\u5e94\u7528\u8fde\u63a5\u4e0d\u4e0a\u6570\u636e\u5e93\u4e86\uff0c\u521b\u5355\u91cf\u76f4\u7ebf\u5f80\u4e0b\u6389\uff0c\u8fd9\u8ba9\u6211\u4eec\u610f\u8bc6\u5230\uff0c\u5373\u4f7f\u6570\u636e\u5e93\u662f\u597d\u7684\uff0c\u4f46 dal \u7ec4\u4ef6\u5f02\u5e38\uff0c\u4f9d\u7136\u80fd\u8ba9\u4f1a\u5458\u7cfb\u7edf\u6302\u6389\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u6211\u4eec\u518d\u6b21\u5f02\u6784\u4e86\u4f1a\u5458\u4e3b\u5e93\u7684\u6570\u636e\u6e90\uff0c\u53cc\u5199\u6570\u636e\u5230 ES\uff0c\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Yl\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u5982\u679c dal \u7ec4\u4ef6\u6545\u969c\u6216 MySQL \u6570\u636e\u5e93\u6302\u4e86\uff0c\u53ef\u4ee5\u628a\u8bfb\u5199\u5207\u5230 ES\uff0c\u7b49 MySQL \u6062\u590d\u4e86\uff0c\u518d\u628a\u6570\u636e\u540c\u6b65\u5230 MySQL\uff0c\u6700\u540e\u628a\u8bfb\u5199\u518d\u5207\u56de\u5230 MySQL \u6570\u636e\u5e93\u3002<\/p>\n<p>\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Ym\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p><strong>\u5f02\u5e38\u4f1a\u5458\u5173\u7cfb\u6cbb\u7406<\/strong><\/p>\n<p>\u4f1a\u5458\u7cfb\u7edf\u4e0d\u4ec5\u4ec5\u8981\u4fdd\u8bc1\u7cfb\u7edf\u7684\u7a33\u5b9a\u548c\u9ad8\u53ef\u7528\uff0c\u6570\u636e\u7684\u7cbe\u51c6\u548c\u6b63\u786e\u4e5f\u540c\u6837\u91cd\u8981\u3002<\/p>\n<p>\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u4e00\u4e2a\u5206\u5e03\u5f0f\u5e76\u53d1\u6545\u969c\uff0c\u5bfc\u81f4\u4e00\u540d\u7528\u6237\u7684 APP \u8d26\u6237\u7ed1\u5b9a\u4e86\u522b\u4eba\u7684\u5fae\u4fe1\u5c0f\u7a0b\u5e8f\u8d26\u6237\uff0c\u8fd9\u5c06\u4f1a\u5e26\u6765\u975e\u5e38\u6076\u52a3\u7684\u5f71\u54cd\u3002<\/p>\n<p>\u9996\u5148\uff0c\u4e00\u65e6\u8fd9\u4e24\u4e2a\u8d26\u53f7\u7ed1\u5b9a\u4e86\uff0c\u90a3\u4e48\u8fd9\u4e24\u4e2a\u7528\u6237\u4e0b\u7684\u9152\u5e97\u3001\u673a\u7968\u3001\u706b\u8f66\u7968\u8ba2\u5355\u662f\u4e92\u76f8\u53ef\u4ee5\u770b\u5230\u7684\u3002<\/p>\n<p>\u4f60\u60f3\u60f3\uff0c\u522b\u4eba\u80fd\u770b\u5230\u4f60\u8ba2\u7684\u9152\u5e97\u8ba2\u5355\uff0c\u4f60\u706b\u4e0d\u706b\uff0c\u4f1a\u4e0d\u4f1a\u6295\u8bc9\uff1f\u9664\u4e86\u80fd\u770b\u5230\u522b\u4eba\u7684\u8ba2\u5355\uff0c\u4f60\u8fd8\u80fd\u64cd\u4f5c\u8ba2\u5355\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u4e00\u4e2a\u7528\u6237\u5728 APP \u7684\u8ba2\u5355\u4e2d\u5fc3\uff0c\u770b\u5230\u4e86\u522b\u4eba\u8ba2\u7684\u673a\u7968\u8ba2\u5355\uff0c\u4ed6\u89c9\u5f97\u4e0d\u662f\u81ea\u5df1\u7684\u8ba2\u5355\uff0c\u5c31\u628a\u8ba2\u5355\u53d6\u6d88\u4e86\u3002<\/p>\n<p>\u8fd9\u5c06\u4f1a\u5e26\u6765\u975e\u5e38\u4e25\u91cd\u7684\u5ba2\u8bc9\uff0c\u5927\u5bb6\u77e5\u9053\uff0c\u673a\u7968\u9000\u8ba2\u8d39\u7528\u662f\u633a\u9ad8\u7684\uff0c\u8fd9\u4e0d\u4ec5\u5f71\u54cd\u4e86\u8be5\u7528\u6237\u7684\u6b63\u5e38\u51fa\u884c\uff0c\u8fd8\u5bfc\u81f4\u4e86\u6bd4\u8f83\u5927\u7684\u7ecf\u6d4e\u635f\u5931\uff0c\u975e\u5e38\u7cdf\u7cd5\u3002<\/p>\n<p>\u9488\u5bf9\u8fd9\u4e9b\u5f02\u5e38\u4f1a\u5458\u8d26\u53f7\uff0c\u6211\u4eec\u8fdb\u884c\u4e86\u8be6\u7ec6\u7684\u68b3\u7406\uff0c\u901a\u8fc7\u975e\u5e38\u590d\u6742\u70e7\u8111\u7684\u903b\u8f91\u8bc6\u522b\u51fa\u8fd9\u4e9b\u8d26\u53f7\uff0c\u5e76\u5bf9\u4f1a\u5458\u63a5\u53e3\u8fdb\u884c\u4e86\u6df1\u5ea6\u4f18\u5316\u6cbb\u7406\uff0c\u5728\u4ee3\u7801\u903b\u8f91\u5c42\u5835\u4f4f\u4e86\u76f8\u5173\u6f0f\u6d1e\uff0c\u5b8c\u6210\u4e86\u5f02\u5e38\u4f1a\u5458\u7684\u6cbb\u7406\u5de5\u4f5c\u3002<\/p>\n<p>\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Yn\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p><strong>\u5c55\u671b\uff1a\u66f4\u7cbe\u7ec6\u5316\u7684\u6d41\u63a7\u548c\u964d\u7ea7\u7b56\u7565<\/strong><\/p>\n<p>\u4efb\u4f55\u4e00\u4e2a\u7cfb\u7edf\uff0c\u90fd\u4e0d\u80fd\u4fdd\u8bc1\u767e\u5206\u4e4b\u4e00\u767e\u4e0d\u51fa\u95ee\u9898\uff0c\u6240\u4ee5\u6211\u4eec\u8981\u6709\u9762\u5411\u5931\u8d25\u7684\u8bbe\u8ba1\uff0c\u90a3\u5c31\u662f\u66f4\u7cbe\u7ec6\u5316\u7684\u6d41\u63a7\u548c\u964d\u7ea7\u7b56\u7565\u3002<\/p>\n<h4><strong>| \u66f4\u7cbe\u7ec6\u5316\u7684\u6d41\u63a7\u7b56\u7565<\/strong><\/h4>\n<p>\u70ed\u70b9\u63a7\u5236\u3002\u9488\u5bf9\u9ed1\u4ea7\u5237\u5355\u7684\u573a\u666f\uff0c\u540c\u4e00\u4e2a\u4f1a\u5458 id \u4f1a\u6709\u5927\u91cf\u91cd\u590d\u7684\u8bf7\u6c42\uff0c\u5f62\u6210\u70ed\u70b9\u8d26\u53f7\uff0c\u5f53\u8fd9\u4e9b\u8d26\u53f7\u7684\u8bbf\u95ee\u8d85\u8fc7\u8bbe\u5b9a\u9608\u503c\u65f6\uff0c\u5b9e\u65bd\u9650\u6d41\u7b56\u7565\u3002<\/p>\n<p>\u57fa\u4e8e\u8c03\u7528\u8d26\u53f7\u7684\u6d41\u63a7\u89c4\u5219\u3002\u8fd9\u4e2a\u7b56\u7565\u4e3b\u8981\u662f\u9632\u6b62\u8c03\u7528\u65b9\u7684\u4ee3\u7801 bug \u5bfc\u81f4\u7684\u5927\u6d41\u91cf\u3002\u4f8b\u5982\uff0c\u8c03\u7528\u65b9\u5728\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u4e2d\uff0c\u5faa\u73af\u5f88\u591a\u6b21\u6765\u8c03\u7528\u4f1a\u5458\u63a5\u53e3\uff0c\u5bfc\u81f4\u4f1a\u5458\u7cfb\u7edf\u6d41\u91cf\u66b4\u589e\u5f88\u591a\u500d\u3002\u6240\u4ee5\uff0c\u8981\u9488\u5bf9\u6bcf\u4e2a\u8c03\u7528\u8d26\u53f7\u8bbe\u7f6e\u6d41\u63a7\u89c4\u5219\uff0c\u5f53\u8d85\u8fc7\u9608\u503c\u65f6\uff0c\u5b9e\u65bd\u9650\u6d41\u7b56\u7565\u3002<\/p>\n<p><strong>\u5168\u5c40\u6d41\u63a7\u89c4\u5219\u3002<\/strong>\u6211\u4eec\u4f1a\u5458\u7cfb\u7edf\u80fd\u6297\u4e0b tps 3 \u4e07\u591a\u7684\u79d2\u5e76\u53d1\u8bf7\u6c42\u91cf\uff0c\u5982\u679c\u6b64\u65f6\uff0c\u6709\u4e2a\u5f88\u6050\u6016\u7684\u6d41\u91cf\u6253\u8fc7\u6765\uff0ctps \u9ad8\u8fbe 10 \u4e07\uff0c\u4e0e\u5176\u8ba9\u8fd9\u6ce2\u6d41\u91cf\u628a\u4f1a\u5458\u6570\u636e\u5e93\u3001ES \u5168\u90e8\u6253\u6b7b\uff0c\u8fd8\u4e0d\u5982\u628a\u8d85\u8fc7\u4f1a\u5458\u7cfb\u7edf\u627f\u53d7\u8303\u56f4\u4e4b\u5916\u7684\u6d41\u91cf\u5feb\u901f\u5931\u8d25\uff0c\u81f3\u5c11 tps 3 \u4e07\u5185\u7684\u4f1a\u5458\u8bf7\u6c42\u80fd\u6b63\u5e38\u54cd\u5e94\uff0c\u4e0d\u4f1a\u8ba9\u6574\u4e2a\u4f1a\u5458\u7cfb\u7edf\u5168\u90e8\u5d29\u6e83\u3002<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc18Yo\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<h4><strong>| \u66f4\u7cbe\u7ec6\u5316\u7684\u964d\u7ea7\u7b56\u7565<\/strong><\/h4>\n<p><strong>\u57fa\u4e8e\u5e73\u5747\u54cd\u5e94\u65f6\u95f4\u7684\u964d\u7ea7\u3002<\/strong>\u4f1a\u5458\u63a5\u53e3\u4e5f\u6709\u4f9d\u8d56\u5176\u4ed6\u63a5\u53e3\uff0c\u5f53\u8c03\u7528\u5176\u4ed6\u63a5\u53e3\u7684\u5e73\u5747\u54cd\u5e94\u65f6\u95f4\u8d85\u8fc7\u9608\u503c\uff0c\u8fdb\u5165\u51c6\u964d\u7ea7\u72b6\u6001\u3002<\/p>\n<p>\u5982\u679c\u63a5\u4e0b\u6765 1s \u5185\u8fdb\u5165\u7684\u8bf7\u6c42\uff0c\u5b83\u4eec\u7684\u5e73\u5747\u54cd\u5e94\u65f6\u95f4\u90fd\u6301\u7eed\u8d85\u8fc7\u9608\u503c\uff0c\u90a3\u4e48\u5728\u63a5\u4e0b\u7684\u65f6\u95f4\u7a97\u53e3\u5185\uff0c\u81ea\u52a8\u5730\u7194\u65ad\u3002<\/p>\n<p>\u57fa\u4e8e\u5f02\u5e38\u6570\u548c\u5f02\u5e38\u6bd4\u4f8b\u7684\u964d\u7ea7\u3002\u5f53\u4f1a\u5458\u63a5\u53e3\u4f9d\u8d56\u7684\u5176\u4ed6\u63a5\u53e3\u53d1\u751f\u5f02\u5e38\uff0c\u5982\u679c 1 \u5206\u949f\u5185\u7684\u5f02\u5e38\u6570\u8d85\u8fc7\u9608\u503c\uff0c\u6216\u8005\u6bcf\u79d2\u5f02\u5e38\u603b\u6570\u5360\u901a\u8fc7\u91cf\u7684\u6bd4\u503c\u8d85\u8fc7\u9608\u503c\uff0c\u8fdb\u5165\u964d\u7ea7\u72b6\u6001\uff0c\u5728\u63a5\u4e0b\u7684\u65f6\u95f4\u7a97\u53e3\u4e4b\u5185\uff0c\u81ea\u52a8\u7194\u65ad\u3002<\/p>\n<p>\u76ee\u524d\uff0c\u6211\u4eec\u6700\u5927\u7684\u75db\u70b9\u662f\u4f1a\u5458\u8c03\u7528\u8d26\u53f7\u7684\u6cbb\u7406\u3002\u516c\u53f8\u5185\uff0c\u60f3\u8981\u8c03\u7528\u4f1a\u5458\u63a5\u53e3\uff0c\u5fc5\u987b\u7533\u8bf7\u4e00\u4e2a\u8c03\u7528\u8d26\u53f7\uff0c\u6211\u4eec\u4f1a\u8bb0\u5f55\u8be5\u8d26\u53f7\u7684\u4f7f\u7528\u573a\u666f\uff0c\u5e76\u8bbe\u7f6e\u6d41\u63a7\u3001\u964d\u7ea7\u7b56\u7565\u7684\u89c4\u5219\u3002<\/p>\n<p>\u4f46\u5728\u5b9e\u9645\u4f7f\u7528\u7684\u8fc7\u7a0b\u4e2d\uff0c\u7533\u8bf7\u4e86\u8be5\u8d26\u53f7\u7684\u540c\u4e8b\uff0c\u53ef\u80fd\u5f02\u52a8\u5230\u5176\u4ed6\u90e8\u95e8\u4e86\uff0c\u6b64\u65f6\u4ed6\u53ef\u80fd\u4e5f\u4f1a\u8c03\u7528\u4f1a\u5458\u7cfb\u7edf\uff0c\u4e3a\u4e86\u7701\u4e8b\uff0c\u4ed6\u4e0d\u4f1a\u518d\u6b21\u7533\u8bf7\u4f1a\u5458\u8d26\u53f7\uff0c\u800c\u662f\u76f4\u63a5\u6cbf\u7528\u4ee5\u524d\u7684\u8d26\u53f7\u8fc7\u6765\u8c03\u7528\uff0c\u8fd9\u5bfc\u81f4\u6211\u4eec\u65e0\u6cd5\u5224\u65ad\u4e00\u4e2a\u4f1a\u5458\u8d26\u53f7\u7684\u5177\u4f53\u4f7f\u7528\u573a\u666f\u662f\u4ec0\u4e48\uff0c\u4e5f\u5c31\u65e0\u6cd5\u5b9e\u65bd\u66f4\u7cbe\u7ec6\u7684\u6d41\u63a7\u548c\u964d\u7ea7\u7b56\u7565\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u4f1a\u5bf9\u6240\u6709\u8c03\u7528\u8d26\u53f7\u8fdb\u884c\u4e00\u4e2a\u4e2a\u7684\u68b3\u7406\uff0c\u8fd9\u662f\u4e2a\u975e\u5e38\u5e9e\u5927\u4e14\u7e41\u7410\u7684\u5de5\u4f5c\uff0c\u4f46\u65e0\u8def\u5982\u4f55\uff0c\u786c\u7740\u5934\u76ae\u4e5f\u8981\u505a\u597d\u3002<\/p>\n<p><strong>\u8fd1\u671f\u70ed\u6587\u63a8\u8350\uff1a<\/strong><\/p>\n<p>1.<a href=\"https:\/\/link.segmentfault.com\/?enc=MhcFYRKiI4aT3YyxHIgKMw%3D%3D.ws4anngbv9aVwSBqa0PZJLzv%2F16maid29w%2BA3OrR9%2BA%3D\" rel=\"nofollow\">1,000+ \u9053 Java\u9762\u8bd5\u9898\u53ca\u7b54\u6848\u6574\u7406(2022\u6700\u65b0\u7248)<\/a><\/p>\n<p>2.<a href=\"https:\/\/link.segmentfault.com\/?enc=5xLu%2B8QQM53z%2FPgv%2Bdbt6A%3D%3D.98Xs2g7ngLzTs1%2F9b2Qf77A%2BnHmablIjpW7DDGTiWj2OiL1NCK1UzQ%2BRpPlqhc8%2FfyzGrpBhQ%2B1YgMmHReHnSw%3D%3D\" rel=\"nofollow\">\u52b2\u7206\uff01Java \u534f\u7a0b\u8981\u6765\u4e86\u3002\u3002\u3002<\/a><\/p>\n<p>3.<a href=\"https:\/\/link.segmentfault.com\/?enc=lJSVI3opgp8GPH2dRvfPQA%3D%3D.aVwYjmrzZXcjtKun9FJ7fnvxfUTGVaARH1S4lXjYcblr2YJgXENZET3JobN%2FX8IU\" rel=\"nofollow\">Spring Boot 2.x \u6559\u7a0b\uff0c\u592a\u5168\u4e86\uff01<\/a><\/p>\n<p>4.<a href=\"https:\/\/link.segmentfault.com\/?enc=8FAOvQ3OZuJm6dq9pD38cQ%3D%3D.MUx4uT4E0z8yeIsgJnoxEvL2GCQjeuTWrz2jLpklqNeI4SvIiU3BAQ0Jrg0eSYV22ZGUHcxMcVIruqs7PReBqg%3D%3D\" rel=\"nofollow\">\u522b\u518d\u5199\u6ee1\u5c4f\u7684\u7206\u7206\u7206\u70b8\u7c7b\u4e86\uff0c\u8bd5\u8bd5\u88c5\u9970\u5668\u6a21\u5f0f\uff0c\u8fd9\u624d\u662f\u4f18\u96c5\u7684\u65b9\u5f0f\uff01\uff01<\/a><\/p>\n<p>5.<a href=\"https:\/\/link.segmentfault.com\/?enc=o8b9SEAeCDz6YOjEUVgrqg%3D%3D.UXqck7ppWtUvSijG1y0ZfAozJWG%2FsKbkFZHlQBmuUJDn19dPlJTrUBXEBuRT2kgnryjpGy1uB0%2Bodvi7wY8o19Pr2Hjd45mq2mtmHWxejcI%3D\" rel=\"nofollow\">\u300aJava\u5f00\u53d1\u624b\u518c\uff08\u5d69\u5c71\u7248\uff09\u300b\u6700\u65b0\u53d1\u5e03\uff0c\u901f\u901f\u4e0b\u8f7d\uff01<\/a><\/p>\n<p>\u89c9\u5f97\u4e0d\u9519\uff0c\u522b\u5fd8\u4e86\u968f\u624b\u70b9\u8d5e+\u8f6c\u53d1\u54e6\uff01<\/p>\n<p><a href=\"https:\/\/segmentfault.com\/a\/1190000042417811\">https:\/\/segmentfault.com\/a\/1190000042417811<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\uff1a\u3010\u516c\u4f17\u53f7\uff1a\u540c\u7a0b\u827a\u9f99\u6280\u672f\u4e2d\u5fc3\u3011 \u80cc\u666f \u4f1a\u5458\u7cfb\u7edf\u662f\u4e00\u79cd\u57fa\u7840\u7cfb\u7edf\uff0c\u8ddf\u516c\u53f8\u6240\u6709\u4e1a\u52a1\u7ebf\u7684\u4e0b\u5355\u4e3b\u6d41\u7a0b\u5bc6\u5207\u76f8\u5173\u3002\u5982 [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[],"tags":[],"class_list":["post-10006383","post","type-post","status-publish","format-standard","hentry"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10006383","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10006383"}],"version-history":[{"count":0,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10006383\/revisions"}],"wp:attachment":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10006383"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10006383"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10006383"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}