{"id":3633,"date":"2025-04-20T20:14:42","date_gmt":"2025-04-20T12:14:42","guid":{"rendered":"https:\/\/www.laixuexila.com\/?p=3633"},"modified":"2025-04-20T20:25:41","modified_gmt":"2025-04-20T12:25:41","slug":"redis-%e9%9d%a2%e8%af%95%e4%b8%93%e9%a1%b9%e7%ad%94%e9%a2%98%e6%a8%a1%e6%9d%bf%e6%80%bb%e7%bb%93","status":"publish","type":"post","link":"https:\/\/www.laixuexila.com\/index.php\/2025\/04\/20\/redis-%e9%9d%a2%e8%af%95%e4%b8%93%e9%a1%b9%e7%ad%94%e9%a2%98%e6%a8%a1%e6%9d%bf%e6%80%bb%e7%bb%93\/","title":{"rendered":"Redis \u9762\u8bd5\u4e13\u9879\u7b54\u9898\u6a21\u677f\u603b\u7ed3"},"content":{"rendered":"\n<p>\u4ee5\u4e0b\u662f\u4e00\u4efd<strong>Redis \u9762\u8bd5\u4e13\u9879\u7b54\u9898\u6a21\u677f\u603b\u7ed3<\/strong>\uff0c\u9002\u5408\u7814\u53d1\u5de5\u7a0b\u5e08\u5c97\u4f4d\uff0c\u5185\u5bb9\u6db5\u76d6<strong>\u9ad8\u9891\u9762\u8bd5\u9898\u3001\u7b54\u9898\u601d\u8def\u3001\u5173\u952e\u672f\u8bed\u3001\u53ef\u6269\u5c55\u70b9<\/strong>\u7b49\uff0c\u56de\u7b54\u601d\u8def\u4e13\u4e1a\u3001\u7cfb\u7edf\u3001\u7075\u6d3b\uff0c\u4fbf\u4e8e\u4f60\u5728\u771f\u5b9e\u9762\u8bd5\u573a\u666f\u4e2d\u81ea\u5982\u53d1\u6325\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001Redis \u5e38\u89c1\u9762\u8bd5\u9898\u6c47\u603b + \u7b54\u9898\u6a21\u7248<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">1\ufe0f\u20e3 Redis \u4e3a\u4ec0\u4e48\u5feb\uff1f\u6027\u80fd\u5f3a\u5927\u7684\u539f\u56e0\uff1f<\/h3>\n\n\n\n<p><strong>\u7b54\u9898\u6a21\u677f\uff1a<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Redis \u5feb\u7684\u539f\u56e0\u4e3b\u8981\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6240\u6709\u6570\u636e\u90fd\u5b58\u50a8\u5728 <strong>\u5185\u5b58<\/strong> \u4e2d\uff0c\u8bfb\u5199\u901f\u5ea6\u4e3a\u5fae\u79d2\u7ea7\uff1b<\/li>\n\n\n\n<li>\u4f7f\u7528\u5355\u7ebf\u7a0b+IO\u591a\u8def\u590d\u7528\uff08\u5982 epoll\uff09\uff0c\u907f\u514d\u7ebf\u7a0b\u5207\u6362\u548c\u9501\u7ade\u4e89\uff1b<\/li>\n\n\n\n<li>\u5185\u7f6e\u6570\u636e\u7ed3\u6784\u9ad8\u5ea6\u4f18\u5316\uff08\u5982\u8df3\u8868\u3001\u54c8\u5e0c\u3001\u538b\u7f29\u5217\u8868\uff09\uff1b<\/li>\n\n\n\n<li>\u4f7f\u7528 RESP \u4e8c\u8fdb\u5236\u534f\u8bae\uff0c\u7f51\u7edc\u5f00\u9500\u5c0f\uff1b<\/li>\n\n\n\n<li>\u914d\u5408 jemalloc \u5185\u5b58\u7ba1\u7406\u5668\uff0c\u51cf\u5c11\u5185\u5b58\u788e\u7247\u548c\u5206\u914d\u8017\u65f6\u3002<\/li>\n<\/ul>\n<\/blockquote>\n\n\n\n<p><strong>\u53ef\u6269\u5c55\u70b9\uff1a<\/strong> Redis6 \u5f15\u5165\u591a\u7ebf\u7a0b\u7528\u4e8e\u7f51\u7edc IO\u3001\u7f13\u5b58\u547d\u4e2d\u7387\u8c03\u4f18\u3001\u6301\u4e45\u5316\u5f02\u6b65\u7b56\u7565\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2\ufe0f\u20e3 Redis \u4f7f\u7528\u4e86\u54ea\u4e9b\u6570\u636e\u7ed3\u6784\uff1f\u9002\u7528\u573a\u666f\uff1f<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6570\u636e\u7ed3\u6784<\/th><th>\u63cf\u8ff0<\/th><th>\u5178\u578b\u5e94\u7528\u573a\u666f<\/th><\/tr><\/thead><tbody><tr><td>String<\/td><td>\u666e\u901a\u952e\u503c\u5bf9\uff0c\u652f\u6301\u6570\u5b57<\/td><td>\u7f13\u5b58\u5bf9\u8c61\u3001\u8ba1\u6570\u5668\u3001token<\/td><\/tr><tr><td>Hash<\/td><td>\u952e\u503c\u5bf9\u7684\u96c6\u5408<\/td><td>\u5b58\u50a8\u7528\u6237\u4fe1\u606f\u3001\u5bf9\u8c61\u5c5e\u6027<\/td><\/tr><tr><td>List<\/td><td>\u53cc\u5411\u94fe\u8868<\/td><td>\u6d88\u606f\u961f\u5217\u3001\u65f6\u95f4\u7ebf<\/td><\/tr><tr><td>Set<\/td><td>\u65e0\u5e8f\u4e0d\u91cd\u590d\u5143\u7d20<\/td><td>\u6807\u7b7e\u3001\u5171\u540c\u597d\u53cb\u3001\u62bd\u5956<\/td><\/tr><tr><td>ZSet<\/td><td>\u6709\u5e8f\u96c6\u5408\uff0c\u5e26\u6743\u91cd<\/td><td>\u6392\u884c\u699c\u3001\u6253\u5206\u7cfb\u7edf<\/td><\/tr><tr><td>Bitmap<\/td><td>\u4f4d\u56fe\u7ed3\u6784<\/td><td>\u7b7e\u5230\u3001\u6d3b\u8dc3\u7528\u6237\u7edf\u8ba1<\/td><\/tr><tr><td>HyperLogLog<\/td><td>\u6982\u7387\u6027\u53bb\u91cd<\/td><td>UV \u4f30\u7b97\uff0c\u4f4e\u5185\u5b58\u9ad8\u6027\u80fd<\/td><\/tr><tr><td>Geo<\/td><td>\u5730\u7406\u4f4d\u7f6e<\/td><td>\u9644\u8fd1\u7684\u4eba\u3001LBS \u5b9a\u4f4d\u67e5\u8be2<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u7b54\u9898\u63d0\u793a\uff1a<\/strong> \u7ed3\u5408\u4e1a\u52a1\u573a\u666f\u8bf4\uff0c\u6bd4\u5982\u201c\u6211\u4eec\u7528 ZSet \u505a\u7528\u6237\u6392\u884c\u699c\uff0c\u6309\u79ef\u5206\u6392\u5e8f\uff0c\u540c\u65f6\u652f\u6301\u8303\u56f4\u67e5\u8be2\u201d\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">3\ufe0f\u20e3 \u7f13\u5b58\u548c\u6570\u636e\u5e93\u5982\u4f55\u4fdd\u8bc1\u4e00\u81f4\u6027\uff1f<\/h3>\n\n\n\n<p><strong>\u7b54\u9898\u6a21\u677f\uff1a<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u6211\u4eec\u4f7f\u7528\u4e86<strong>\u5ef6\u8fdf\u53cc\u5220\u7b56\u7565<\/strong>\u6765\u89e3\u51b3\u7f13\u5b58\u548c\u6570\u636e\u5e93\u4e0d\u4e00\u81f4\u95ee\u9898\uff1a<br>\u2460 \u5148\u5220\u9664\u7f13\u5b58 \u2192 \u2461 \u66f4\u65b0\u6570\u636e\u5e93 \u2192 \u2462 \u5ef6\u8fdf\u4e00\u6bb5\u65f6\u95f4\u518d\u5220\u7f13\u5b58\uff0c\u9632\u6b62\u5e76\u53d1\u5199\u56de\u65e7\u7f13\u5b58\u3002<br>\u5982\u679c\u5bf9\u4e00\u81f4\u6027\u8981\u6c42\u66f4\u9ad8\uff0c\u8fd8\u53ef\u901a\u8fc7 <strong>\u6d88\u606f\u961f\u5217\u901a\u77e5\u7f13\u5b58\u5237\u65b0<\/strong>\uff0c\u6216\u4f7f\u7528 <strong>\u5206\u5e03\u5f0f\u9501<\/strong> \u6765\u9632\u6b62\u5e76\u53d1\u5199\u5165\u810f\u6570\u636e\u3002<\/p>\n<\/blockquote>\n\n\n\n<p><strong>\u53ef\u6269\u5c55\u70b9\uff1a<\/strong> \u63d0\u53ca\u6700\u7ec8\u4e00\u81f4\u6027\u3001\u7f13\u5b58\u7a7f\u900f\/\u96ea\u5d29\/\u51fb\u7a7f\u5e94\u5bf9\u7b56\u7565\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">4\ufe0f\u20e3 Redis \u6709\u54ea\u4e9b\u6301\u4e45\u5316\u673a\u5236\uff1f\u533a\u522b\u662f\u4ec0\u4e48\uff1f<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6a21\u5f0f<\/th><th>\u8bf4\u660e<\/th><th>\u4f18\u70b9<\/th><th>\u7f3a\u70b9<\/th><\/tr><\/thead><tbody><tr><td>RDB\uff08\u5feb\u7167\uff09<\/td><td>\u5468\u671f\u6027\u4fdd\u5b58\u5185\u5b58\u5feb\u7167<\/td><td>\u6062\u590d\u901f\u5ea6\u5feb\uff0c\u5360\u7528\u5c0f<\/td><td>\u5bb9\u6613\u4e22\u6570\u636e<\/td><\/tr><tr><td>AOF\uff08\u8ffd\u52a0\u65e5\u5fd7\uff09<\/td><td>\u6bcf\u6b21\u5199\u64cd\u4f5c\u8bb0\u5f55\u65e5\u5fd7<\/td><td>\u66f4\u9ad8\u53ef\u9760\u6027<\/td><td>\u6587\u4ef6\u5927\uff0c\u6062\u590d\u6162<\/td><\/tr><tr><td>\u6df7\u5408\u6301\u4e45\u5316<\/td><td>RDB+AOF \u7ec4\u5408<\/td><td>\u4e24\u8005\u4f18\u70b9\u517c\u987e<\/td><td>\u7a0d\u590d\u6742<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u7b54\u9898\u6a21\u677f\uff1a<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u6211\u4eec\u751f\u4ea7\u73af\u5883\u5f00\u542f\u4e86 AOF \u7684 everysec \u6a21\u5f0f\uff0c\u540c\u65f6\u5b9a\u671f\u89e6\u53d1 RDB \u5feb\u7167\uff0c\u53cc\u4fdd\u9669\u4fdd\u969c\u6570\u636e\u6062\u590d\u80fd\u529b\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">5\ufe0f\u20e3 Redis \u5982\u4f55\u89e3\u51b3\u7f13\u5b58\u7a7f\u900f\u3001\u51fb\u7a7f\u548c\u96ea\u5d29\uff1f<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u95ee\u9898\u7c7b\u578b<\/th><th>\u573a\u666f<\/th><th>\u89e3\u51b3\u65b9\u6848<\/th><\/tr><\/thead><tbody><tr><td>\u7f13\u5b58\u7a7f\u900f<\/td><td>\u8bf7\u6c42\u4e0d\u5b58\u5728\u6570\u636e<\/td><td>\u5e03\u9686\u8fc7\u6ee4\u5668\u3001\u7a7a\u503c\u7f13\u5b58<\/td><\/tr><tr><td>\u7f13\u5b58\u51fb\u7a7f<\/td><td>\u70ed\u70b9 key \u5931\u6548\u77ac\u95f4\u88ab\u9ad8\u5e76\u53d1\u8bf7\u6c42<\/td><td>\u52a0\u9501\u3001\u4e92\u65a5\u3001\u9884\u52a0\u8f7d\u3001\u6c38\u4e0d\u8fc7\u671f<\/td><\/tr><tr><td>\u7f13\u5b58\u96ea\u5d29<\/td><td>\u5927\u91cf key \u540c\u65f6\u8fc7\u671f<\/td><td>\u8bbe\u7f6e\u8fc7\u671f\u968f\u673a\u65f6\u95f4\u3001\u70ed\u70b9\u9884\u70ed\u3001\u9650\u6d41\u7194\u65ad<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u7b54\u9898\u6a21\u677f\uff1a<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u9488\u5bf9\u7a7f\u900f\u6211\u4eec\u7528\u5e03\u9686\u8fc7\u6ee4\u5668\u505a\u62e6\u622a\uff1b\u51fb\u7a7f\u4f7f\u7528\u4e92\u65a5\u9501\u9632\u6b62\u5e76\u53d1\u7a7f\u900f\uff1b\u96ea\u5d29\u901a\u8fc7\u52a0\u968f\u673a\u8fc7\u671f\u65f6\u95f4+\u9650\u6d41\u4fdd\u969c\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">6\ufe0f\u20e3 Redis \u662f\u5355\u7ebf\u7a0b\u7684\uff0c\u4e3a\u4ec0\u4e48\u8fd8\u80fd\u652f\u6491\u9ad8\u5e76\u53d1\uff1f<\/h3>\n\n\n\n<p><strong>\u7b54\u9898\u6a21\u677f\uff1a<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Redis \u4f7f\u7528\u5355\u7ebf\u7a0b\u5904\u7406\u5ba2\u6237\u7aef\u8bf7\u6c42\uff0c\u4f46\u901a\u8fc7 <strong>IO\u591a\u8def\u590d\u7528\u673a\u5236\uff08epoll\uff09<\/strong> \u5b9e\u73b0\u5e76\u53d1\u8fde\u63a5\u5904\u7406\uff0c\u52a0\u4e0a\u5176\u547d\u4ee4\u6267\u884c\u672c\u8eab\u5feb\uff08\u5927\u591a\u6570\u4e3a O(1)\uff09\uff0c\u6ca1\u6709\u7ebf\u7a0b\u5207\u6362\u548c\u9501\u7ade\u4e89\uff0c\u53cd\u800c\u80fd\u7a33\u5b9a\u5904\u7406\u4e0a\u4e07 TPS\u3002Redis6 \u4e5f\u5f15\u5165\u4e86 <strong>\u591a\u7ebf\u7a0b\u7528\u4e8e\u7f51\u7edc IO \u5904\u7406<\/strong>\uff0c\u8fdb\u4e00\u6b65\u589e\u5f3a\u5e76\u53d1\u80fd\u529b\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">7\ufe0f\u20e3 \u4f60\u9879\u76ee\u4e2d Redis \u662f\u600e\u4e48\u7528\u7684\uff1f<\/h3>\n\n\n\n<p><strong>\u7b54\u9898\u6a21\u677f\uff1a<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u6211\u4eec\u5728\u9879\u76ee\u4e2d\u7528 Redis \u4e3b\u8981\u6709\u4ee5\u4e0b\u51e0\u7c7b\u5e94\u7528\u573a\u666f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f13\u5b58\u70ed\u70b9\u6570\u636e\uff08\u5982\u9996\u9875\u5185\u5bb9\u3001\u5546\u54c1\u4fe1\u606f\u3001\u7528\u6237\u4fe1\u606f\uff09<\/li>\n\n\n\n<li>\u4f7f\u7528 ZSet \u505a\u6392\u884c\u699c\uff0c\u6309\u7528\u6237\u79ef\u5206\u6392\u5e8f<\/li>\n\n\n\n<li>\u4f7f\u7528 List \u5b9e\u73b0\u7b80\u5355\u7684\u6d88\u606f\u961f\u5217<\/li>\n\n\n\n<li>Bitmap \u8bb0\u5f55\u7528\u6237\u7b7e\u5230<\/li>\n\n\n\n<li>Redis \u5b9e\u73b0\u5206\u5e03\u5f0f\u9501\u673a\u5236<\/li>\n\n\n\n<li>\u4f7f\u7528 HyperLogLog \u8fdb\u884c UV \u7edf\u8ba1\uff08\u4f18\u5316\u5185\u5b58\uff09<\/li>\n\n\n\n<li>\u5b9e\u73b0\u5ef6\u8fdf\u4efb\u52a1\u961f\u5217<\/li>\n<\/ul>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">8\ufe0f\u20e3 Redis \u5206\u5e03\u5f0f\u9501\u5982\u4f55\u5b9e\u73b0\uff1f\u95ee\u9898\u6709\u54ea\u4e9b\uff1f<\/h3>\n\n\n\n<p><strong>\u7b54\u9898\u6a21\u677f\uff1a<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u4f7f\u7528 <code>SET key value NX EX<\/code> \u4fdd\u8bc1\u539f\u5b50\u6027\uff1b\u91ca\u653e\u9501\u9700\u9a8c\u8bc1 value \u9632\u6b62\u8bef\u5220\uff1b\u9632\u6b62\u6b7b\u9501\u9700\u8bbe\u7f6e\u8fc7\u671f\u65f6\u95f4\uff1b\u5982\u9700\u9ad8\u53ef\u7528\u53ef\u5f15\u5165 <strong>Redlock \u7b97\u6cd5<\/strong>\uff08\u591a\u4e2a\u8282\u70b9\u9501\u5b9a\u5927\u591a\u6570\u5373\u53ef\uff09\uff0c\u4f46 Redlock \u4e5f\u5b58\u5728\u4e89\u8bae\uff0c\u4e0d\u5efa\u8bae\u5f3a\u4e00\u81f4\u4e1a\u52a1\u4f7f\u7528\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">9\ufe0f\u20e3 Redis 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class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6280\u5de7<\/th><th>\u5efa\u8bae<\/th><\/tr><\/thead><tbody><tr><td>\u56de\u7b54\u7ed3\u6784\u6e05\u6670<\/td><td>\u672f\u8bed + \u539f\u7406 + \u5b9e\u6218\u5e94\u7528\uff08\u8bb0\u4f4f\u201c\u662f\u4ec0\u4e48 + \u4e3a\u4ec0\u4e48 + \u600e\u4e48\u505a\u201d\uff09<\/td><\/tr><tr><td>\u5e26\u573a\u666f\u7b54\u9898<\/td><td>\u7ed3\u5408\u9879\u76ee\u8bf4\uff0c\u5982\u201c\u6211\u4eec\u9879\u76ee\u4e2d Redis \u88ab\u7528\u4e8e\u2026\u201d<\/td><\/tr><tr><td>\u9002\u5ea6\u6269\u5c55<\/td><td>\u5c55\u73b0\u6df1\u5ea6\u4f46\u4e0d\u5570\u55e6\uff0c\u9002\u5f53\u63d0\u53ca\u201c\u6211\u4eec\u8fd8\u8c03\u7814\u4e86\u2026\u201d<\/td><\/tr><tr><td>\u9632\u8ffd\u95ee\u51c6\u5907<\/td><td>\u6bd4\u5982\u201c\u7f13\u5b58\u51fb\u7a7f\u9501\u600e\u4e48\u8bbe\u7f6e\uff1f\u201d\u63d0\u524d\u60f3\u597d<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 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