{"id":33802,"date":"2023-10-06T13:07:31","date_gmt":"2023-12-13T01:46:02","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8redis%e7%9a%84%e6%9c%89%e5%ba%8f%e9%9b%86%e5%90%88%e6%9d%a5%e5%ae%9e%e7%8e%b0%e6%8e%92%e8%a1%8c%e5%8a%9f%e8%83%bd%e5%8f%8a%e5%85%b6%e6%80%a7%e8%83%bd%e6%b5%8b%e9%87%8f%e3%80%82\/"},"modified":"2024-05-04T03:05:33","modified_gmt":"2024-05-03T19:05:33","slug":"%e4%bd%bf%e7%94%a8redis%e7%9a%84%e6%9c%89%e5%ba%8f%e9%9b%86%e5%90%88%e6%9d%a5%e5%ae%9e%e7%8e%b0%e6%8e%92%e8%a1%8c%e5%8a%9f%e8%83%bd%e5%8f%8a%e5%85%b6%e6%80%a7%e8%83%bd%e6%b5%8b%e9%87%8f%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8redis%e7%9a%84%e6%9c%89%e5%ba%8f%e9%9b%86%e5%90%88%e6%9d%a5%e5%ae%9e%e7%8e%b0%e6%8e%92%e8%a1%8c%e5%8a%9f%e8%83%bd%e5%8f%8a%e5%85%b6%e6%80%a7%e8%83%bd%e6%b5%8b%e9%87%8f%e3%80%82\/","title":{"rendered":"\u4f7f\u7528Redis\u7684\u6709\u5e8f\u96c6\u5408\u6765\u5b9e\u73b0\u6392\u884c\u529f\u80fd\u53ca\u5176\u6027\u80fd\u6d4b\u91cf"},"content":{"rendered":"<h1>Redis\u662f\u4e00\u4e2a\u4ec0\u4e48\u6837\u7684\u4e1c\u897f\uff1f<\/h1>\n<p>Redis\u662f\u4e00\u79cd\u952e\u503c\u578b\u7684\u5185\u5b58\u6570\u636e\u5e93\u3002\u7531\u4e8e\u662f\u5185\u5b58\u6570\u636e\u5e93\uff0c\u6570\u636e\u4e0d\u4f1a\u6301\u4e45\u5316\uff0c\u4f46\u662f\u53ef\u4ee5\u6bd4MySQL\u7b49\u6570\u636e\u5e93\u66f4\u5feb\u5730\u8fdb\u884c\u8bfb\u5199\u64cd\u4f5c\u3002\u5728\u952e\u503c\u5bf9\u7684Value\u4e2d\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u4f7f\u7528\u5b57\u7b26\u4e32\uff0c\u8fd8\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u3001\u96c6\u5408\u7b49\u5404\u79cd\u6570\u636e\u7ed3\u6784\u3002<\/p>\n<h2>&#8220;Sorted sets&#8221; \u662f\u4ec0\u4e48\u610f\u601d\uff1f<\/h2>\n<p>Sorted sets\u662f\u4e00\u79cd\u6570\u636e\u7ed3\u6784\uff0c\u5176\u7279\u70b9\u662f\u6309\u7167\u67d0\u4e2a\u89c4\u5219\u8fdb\u884c\u6392\u5e8f\u3002<br \/>\n\u4f5c\u4e3a\u503c\uff0c\u5b83\u4fdd\u5b58\u4ee5\u4e0b\u4e24\u4e2a\u4fe1\u606f\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Member: \u6587\u5b57\u5217<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Score: \u6570\u5024<\/ul>\n<p>\u4fdd\u5b58\u7684\u4fe1\u606f\u5c06\u6839\u636e\u4ee5\u4e0b\u89c4\u5219\u8fdb\u884c\u6392\u5e8f\u3002<br \/>\n\u5bf9\u4e8eA\u548cB\uff0c<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5982\u679cA\u7684\u5206\u6570\u5927\u4e8eB\u7684\u5206\u6570\uff0c\u5219A\u5927\u4e8eB\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u5982\u679cA\u7684\u5206\u6570\u7b49\u4e8eB\u7684\u5206\u6570\uff0c\u90a3\u4e48\u5206\u522b\u53c2\u8003A\u548cB\u7684\u6210\u5458\uff0c\u5982\u679cA\u7684\u6210\u5458\u5927\u4e8eB\u7684\u6210\u5458\uff08\u6309\u5b57\u5178\u987a\u5e8f\uff09\uff0c\u5219A\u5927\u4e8eB\u3002<\/ol>\n<p>\u5728\u8fd9\u91cc\uff0c\u7531\u4e8eMember\u662f\u552f\u4e00\u7684\uff0c\u6309\u7167\u4e0a\u8ff0\u89c4\u5219\uff0c\u6392\u5e8f\u987a\u5e8f\u5c06\u786e\u5b9a\u552f\u4e00\u3002<\/p>\n<p>\u6bd4\u5982\uff0c\u8003\u8651\u5728\u67d0\u4e2a\u952e\u4e0a\u4fdd\u5b58\u4ee5\u4e0b\u7684\u503c\u7684\u60c5\u51b5\u3002<\/p>\n<pre class=\"post-pre\"><code>{Member: \"user1\", Score: 100}\r\n{Member: \"user2\", Score: 90}\r\n{Member: \"user3\", Score: 100}\r\n<\/code><\/pre>\n<p>\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u5b83\u5c06\u88ab\u6392\u5e8f\u5e76\u4fdd\u5b58\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code>{Member: \"user2\", Score: 90}\r\n{Member: \"user1\", Score: 100}\r\n{Member: \"user3\", Score: 100}\r\n<\/code><\/pre>\n<h1>\u5b9e\u65bd\u6392\u540d\u529f\u80fd<\/h1>\n<p>\u4ee5\u4e0b\u662f\u4f7f\u7528Go\u8bed\u8a00\u8fdb\u884c\u5b9e\u73b0\u7684\uff0cGo\u8bed\u8a00\u7684Redis\u5ba2\u6237\u7aef\u5c06\u4f7f\u7528go-redis\u3002\u8003\u8651\u5c06\u4ee5\u4e0b\u4e09\u79cd\u4fe1\u606f\u4f5c\u4e3a\u6392\u540d\u4fe1\u606f\u4fdd\u7559\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">type<\/span> <span class=\"n\">User<\/span> <span class=\"k\">struct<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"n\">ID<\/span>        <span class=\"kt\">string<\/span>\r\n\t<span class=\"n\">Name<\/span>      <span class=\"kt\">string<\/span>\r\n\t<span class=\"n\">HighScore<\/span> <span class=\"kt\">int<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u8bf7\u53c2\u8003\u4e0b\u9762\u7684\u4ee3\u7801\uff0c\u8fd9\u91cc\u90fd\u6709\u63d0\u4f9b\u3002<\/p>\n<h2>\u52a0\u5165\u6392\u540d<\/h2>\n<p>\u603b\u4f53\u6d41\u7a0b\u5982\u4e0b\uff1a<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5c06\u8981\u4fdd\u5b58\u7684Member\u6570\u636e\u7f16\u7801\u4e3aJSON\u5b57\u7b26\u4e32<\/ol>\n<\/li>\n<\/ol>\n<p>\u4f7f\u7528ZADD\u547d\u4ee4\u5c06\u6570\u636e\u6dfb\u52a0\u5230Sorted sets\u4e2d<\/p>\n<h3>\u5c06\u6587\u672c\u7f16\u7801\u4e3aJSON\u5b57\u7b26\u4e32<\/h3>\n<p>\u4e3a\u4e86\u4fdd\u5b58\u8fd9\u6b21\u7684Member\u6570\u636e\uff0c\u6211\u4eec\u9700\u8981\u5b9a\u4e49\u4e00\u4e2a\u5305\u542bID\u548cName\u7684\u7ed3\u6784\u4f53\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\">\/\/ userID\u3068userName\u3092\u6301\u3063\u305f\u69cb\u9020\u4f53(json\u6587\u5b57\u5217\u306b\u3057\u3066\u6271\u3046)<\/span>\r\n<span class=\"k\">type<\/span> <span class=\"n\">Member<\/span> <span class=\"k\">struct<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"n\">ID<\/span>   <span class=\"kt\">string<\/span> <span class=\"s\">`json:\"id\"`<\/span>\r\n\t<span class=\"n\">Name<\/span> <span class=\"kt\">string<\/span> <span class=\"s\">`json:\"name\"`<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u800c\u4e14\uff0c\u53ea\u9700\u4f7f\u7528encoding\/json.Marshal\u5c06\u5176\u8f6c\u6362\u4e3aJSON\u5b57\u7b26\u4e32\u5373\u53ef\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">member<\/span> <span class=\"o\">:=<\/span> <span class=\"o\">&amp;<\/span><span class=\"n\">Member<\/span><span class=\"p\">{<\/span>\r\n\t<span class=\"n\">ID<\/span><span class=\"o\">:<\/span>   <span class=\"n\">id<\/span><span class=\"p\">,<\/span>\r\n\t<span class=\"n\">Name<\/span><span class=\"o\">:<\/span> <span class=\"n\">name<\/span><span class=\"p\">,<\/span>\r\n<span class=\"p\">}<\/span>\r\n<span class=\"c\">\/\/ member\u3092serialize\u3059\u308b<\/span>\r\n<span class=\"n\">serializedMember<\/span><span class=\"p\">,<\/span> <span class=\"n\">err<\/span> <span class=\"o\">:=<\/span> <span class=\"n\">json<\/span><span class=\"o\">.<\/span><span class=\"n\">Marshal<\/span><span class=\"p\">(<\/span><span class=\"n\">member<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h3>ZADD\u547d\u4ee4<\/h3>\n<p>\u5728go-redis\u4e2d\uff0c\u5b9a\u4e49\u4e86\u4ee5\u4e0b\u65b9\u6cd5\u6765\u6dfb\u52a0\u6570\u636e\u5230Sorted sets\u4e2d\u7684ZADD\u547d\u4ee4\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\">\/\/ Redis `ZADD key score member [score member ...]` command.<\/span>\r\n<span class=\"k\">func<\/span> <span class=\"p\">(<\/span><span class=\"n\">c<\/span> <span class=\"n\">cmdable<\/span><span class=\"p\">)<\/span> <span class=\"n\">ZAdd<\/span><span class=\"p\">(<\/span><span class=\"n\">ctx<\/span> <span class=\"n\">context<\/span><span class=\"o\">.<\/span><span class=\"n\">Context<\/span><span class=\"p\">,<\/span> <span class=\"n\">key<\/span> <span class=\"kt\">string<\/span><span class=\"p\">,<\/span> <span class=\"n\">members<\/span> <span class=\"o\">...*<\/span><span class=\"n\">Z<\/span><span class=\"p\">)<\/span> <span class=\"o\">*<\/span><span class=\"n\">IntCmd<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"c\">\/\/ \u7565<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u5728\u8fd9\u91cc\uff0c\u53ef\u4ee5\u7b80\u5355\u5730\u5c06cmdable\u89c6\u4e3a\u4e0eRedis\u7684\u8fde\u63a5\u3002<br \/>\n\u53e6\u5916\uff0c\u53c2\u6570Z\u6307\u7684\u662f\u5177\u6709\u4ee5\u4e0b\u6210\u5458\u548c\u5206\u6570\u7684\u7ed3\u6784\u4f53\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">type<\/span> <span class=\"n\">Z<\/span> <span class=\"k\">struct<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"n\">Score<\/span>  <span class=\"kt\">float64<\/span>\r\n\t<span class=\"n\">Member<\/span> <span class=\"k\">interface<\/span><span class=\"p\">{}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u6b64\u5916\uff0cIntCmd\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2a\u7ed3\u6784\u4f53\uff0c\u8be5\u7ed3\u6784\u4f53\u5177\u6709context.Context\u548cerror\u7b49\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">type<\/span> <span class=\"n\">IntCmd<\/span> <span class=\"k\">struct<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"n\">baseCmd<\/span>\r\n\r\n\t<span class=\"n\">val<\/span> <span class=\"kt\">int64<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n<span class=\"k\">type<\/span> <span class=\"n\">baseCmd<\/span> <span class=\"k\">struct<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"n\">ctx<\/span>    <span class=\"n\">context<\/span><span class=\"o\">.<\/span><span class=\"n\">Context<\/span>\r\n\t<span class=\"n\">args<\/span>   <span class=\"p\">[]<\/span><span class=\"k\">interface<\/span><span class=\"p\">{}<\/span>\r\n\t<span class=\"n\">err<\/span>    <span class=\"kt\">error<\/span>\r\n\t<span class=\"n\">keyPos<\/span> <span class=\"kt\">int8<\/span>\r\n\r\n\t<span class=\"n\">_readTimeout<\/span> <span class=\"o\">*<\/span><span class=\"n\">time<\/span><span class=\"o\">.<\/span><span class=\"n\">Duration<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u8fd9\u6b21\uff0c\u7531\u4e8e\u9700\u8981\u51fa\u73b0\u9519\u8bef\uff0c\u53ea\u9700\u5728baseCmd\u7684\u65b9\u6cd5\u4e2d\u8c03\u7528Err()\uff0c\u7136\u540e\u8fdb\u884c\u9519\u8bef\u5904\u7406\u5373\u53ef\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">func<\/span> <span class=\"p\">(<\/span><span class=\"n\">cmd<\/span> <span class=\"o\">*<\/span><span class=\"n\">baseCmd<\/span><span class=\"p\">)<\/span> <span class=\"n\">Err<\/span><span class=\"p\">()<\/span> <span class=\"kt\">error<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"k\">return<\/span> <span class=\"n\">cmd<\/span><span class=\"o\">.<\/span><span class=\"n\">err<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<h3>\u6574\u4e2a\u4ee3\u7801<\/h3>\n<p>\u6839\u636e\u4e0a\u8ff0\u7684\u5185\u5bb9\uff0c\u6574\u4e2a\u4ee3\u7801\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">package<\/span> <span class=\"n\">redis<\/span>\r\n\r\n<span class=\"k\">import<\/span> <span class=\"p\">(<\/span>\r\n\t<span class=\"s\">\"context\"<\/span>\r\n\t<span class=\"s\">\"encoding\/json\"<\/span>\r\n\r\n\t<span class=\"s\">\"github.com\/arkuchy\/redis-ranking\/src\/db\"<\/span>\r\n\t<span class=\"n\">goRedis<\/span> <span class=\"s\">\"github.com\/go-redis\/redis\/v8\"<\/span>\r\n<span class=\"p\">)<\/span>\r\n\r\n<span class=\"k\">const<\/span> <span class=\"p\">(<\/span>\r\n\t<span class=\"n\">RedisRanking<\/span> <span class=\"kt\">string<\/span> <span class=\"o\">=<\/span> <span class=\"s\">\"RedisRanking\"<\/span> <span class=\"c\">\/\/ key\u540d<\/span>\r\n<span class=\"p\">)<\/span>\r\n\r\n<span class=\"c\">\/\/ userID\u3068userName\u3092\u6301\u3063\u305f\u69cb\u9020\u4f53(json\u6587\u5b57\u5217\u306b\u3057\u3066\u6271\u3046)<\/span>\r\n<span class=\"k\">type<\/span> <span class=\"n\">Member<\/span> <span class=\"k\">struct<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"n\">ID<\/span>   <span class=\"kt\">string<\/span> <span class=\"s\">`json:\"id\"`<\/span>\r\n\t<span class=\"n\">Name<\/span> <span class=\"kt\">string<\/span> <span class=\"s\">`json:\"name\"`<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n<span class=\"c\">\/\/ AddRanking \u306f\uff0c\u30e9\u30f3\u30ad\u30f3\u30b0\u306b\u30e6\u30fc\u30b6\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3057\u307e\u3059<\/span>\r\n<span class=\"k\">func<\/span> <span class=\"n\">AddRanking<\/span><span class=\"p\">(<\/span><span class=\"n\">ctx<\/span> <span class=\"n\">context<\/span><span class=\"o\">.<\/span><span class=\"n\">Context<\/span><span class=\"p\">,<\/span> <span class=\"n\">id<\/span> <span class=\"kt\">string<\/span><span class=\"p\">,<\/span> <span class=\"n\">name<\/span> <span class=\"kt\">string<\/span><span class=\"p\">,<\/span> <span class=\"n\">score<\/span> <span class=\"kt\">int<\/span><span class=\"p\">)<\/span> <span class=\"kt\">error<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"n\">conn<\/span> <span class=\"o\">:=<\/span> <span class=\"n\">db<\/span><span class=\"o\">.<\/span><span class=\"n\">Conn<\/span><span class=\"o\">.<\/span><span class=\"n\">GetRedisConn<\/span><span class=\"p\">()<\/span> <span class=\"c\">\/\/ Redis\u3068\u306e\u30b3\u30cd\u30af\u30b7\u30e7\u30f3\u3092\u53d6\u5f97(\u5404\u81ea\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u3042\u308a)<\/span>\r\n\t<span class=\"n\">member<\/span> <span class=\"o\">:=<\/span> <span class=\"o\">&amp;<\/span><span class=\"n\">Member<\/span><span class=\"p\">{<\/span>\r\n\t\t<span class=\"n\">ID<\/span><span class=\"o\">:<\/span>   <span class=\"n\">id<\/span><span class=\"p\">,<\/span>\r\n\t\t<span class=\"n\">Name<\/span><span class=\"o\">:<\/span> <span class=\"n\">name<\/span><span class=\"p\">,<\/span>\r\n\t<span class=\"p\">}<\/span>\r\n\t<span class=\"c\">\/\/ member\u3092serialize\u3059\u308b<\/span>\r\n\t<span class=\"n\">serializedMember<\/span><span class=\"p\">,<\/span> <span class=\"n\">err<\/span> <span class=\"o\">:=<\/span> <span class=\"n\">json<\/span><span class=\"o\">.<\/span><span class=\"n\">Marshal<\/span><span class=\"p\">(<\/span><span class=\"n\">member<\/span><span class=\"p\">)<\/span>\r\n\t<span class=\"k\">if<\/span> <span class=\"n\">err<\/span> <span class=\"o\">!=<\/span> <span class=\"no\">nil<\/span> <span class=\"p\">{<\/span>\r\n\t\t<span class=\"k\">return<\/span> <span class=\"n\">err<\/span>\r\n\t<span class=\"p\">}<\/span>\r\n\t<span class=\"k\">if<\/span> <span class=\"n\">err<\/span> <span class=\"o\">:=<\/span> <span class=\"n\">conn<\/span><span class=\"o\">.<\/span><span class=\"n\">ZAdd<\/span><span class=\"p\">(<\/span><span class=\"n\">ctx<\/span><span class=\"p\">,<\/span> <span class=\"n\">RedisRanking<\/span><span class=\"p\">,<\/span> <span class=\"o\">&amp;<\/span><span class=\"n\">goRedis<\/span><span class=\"o\">.<\/span><span class=\"n\">Z<\/span><span class=\"p\">{<\/span>\r\n\t\t<span class=\"n\">Score<\/span><span class=\"o\">:<\/span>  <span class=\"kt\">float64<\/span><span class=\"p\">(<\/span><span class=\"n\">score<\/span><span class=\"p\">),<\/span>\r\n\t\t<span class=\"n\">Member<\/span><span class=\"o\">:<\/span> <span class=\"n\">serializedMember<\/span><span class=\"p\">,<\/span>\r\n\t<span class=\"p\">})<\/span><span class=\"o\">.<\/span><span class=\"n\">Err<\/span><span class=\"p\">();<\/span> <span class=\"n\">err<\/span> <span class=\"o\">!=<\/span> <span class=\"no\">nil<\/span> <span class=\"p\">{<\/span>\r\n\t\t<span class=\"k\">return<\/span> <span class=\"n\">err<\/span>\r\n\t<span class=\"p\">}<\/span>\r\n\t<span class=\"k\">return<\/span> <span class=\"no\">nil<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<h2>\u83b7\u53d6\u6392\u540d<\/h2>\n<p>\u5927\u81f4\u7684\u6d41\u7a0b\u5982\u4e0b\u3002<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4f7f\u7528ZREVRANGE(WITHSCORES)\u547d\u4ee4\u4eceSorted sets\u4e2d\u83b7\u53d6\u6570\u636e<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u89e3\u7801\u83b7\u53d6\u7684JSON\u5b57\u7b26\u4e32<\/ol>\n<h3>ZREVRANGE(WITHSCORES)\u6307\u4ee4\u7684\u4e2d\u6587\u91ca\u4e49\u5982\u4e0b\uff1a\u9006\u5e8f\u8303\u56f4\uff08\u5305\u542b\u5206\u6570\uff09\u3002<\/h3>\n<p>ZREVRANGE\u547d\u4ee4\u662f\u6307\u4eceSorted sets\u4e2d\u6309\u5206\u6570\u964d\u5e8f\u83b7\u53d6\u6307\u5b9a\u6570\u91cf\u7684\u6210\u5458\u7684\u547d\u4ee4\u3002\u53e6\u5916\uff0c\u5982\u679c\u8fd8\u60f3\u83b7\u53d6\u5206\u6570\uff0c\u53ea\u9700\u6dfb\u52a0WITHSCORES\u9009\u9879\u5373\u53ef\u3002\u5728go-redis\u4e2d\uff0c\u5b9a\u4e49\u4e86\u4ee5\u4e0b\u65b9\u6cd5\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">func<\/span> <span class=\"p\">(<\/span><span class=\"n\">c<\/span> <span class=\"n\">cmdable<\/span><span class=\"p\">)<\/span> <span class=\"n\">ZRevRangeWithScores<\/span><span class=\"p\">(<\/span><span class=\"n\">ctx<\/span> <span class=\"n\">context<\/span><span class=\"o\">.<\/span><span class=\"n\">Context<\/span><span class=\"p\">,<\/span> <span class=\"n\">key<\/span> <span class=\"kt\">string<\/span><span class=\"p\">,<\/span> <span class=\"n\">start<\/span><span class=\"p\">,<\/span> <span class=\"n\">stop<\/span> <span class=\"kt\">int64<\/span><span class=\"p\">)<\/span> <span class=\"o\">*<\/span><span class=\"n\">ZSliceCmd<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"c\">\/\/ \u7565<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u5728\u8fd9\u91cc\uff0cstart\u548cstop\u53c2\u6570\u8868\u793a\u5728\u6309Score\u964d\u5e8f\u6392\u5217\u65f6\u8981\u83b7\u53d6\u7684\u8303\u56f4\uff0c\u6ce8\u610fRedis\u662f\u4ece0\u5f00\u59cb\u7684\u3002<br \/>\n\u4f8b\u5982\uff0c\u5982\u679c\u8981\u83b7\u53d6\u6392\u540d\u7b2c1\u523010\u4f4d\u7684\u6570\u636e\uff0c\u5219\u5c06start\u8bbe\u4e3a0\uff0cstop\u8bbe\u4e3a9\uff1b\u5982\u679c\u8981\u83b7\u53d6\u6392\u540d\u7b2c5\u523020\u4f4d\u7684\u6570\u636e\uff0c\u5219\u5c06start\u8bbe\u4e3a4\uff0cstop\u8bbe\u4e3a19\u3002<br \/>\n\u53e6\u5916\uff0c\u8fd4\u56de\u7684ZSliceCmd\u662f\u4e00\u4e2a\u7ed3\u6784\u4f53\uff0c\u9664\u4e86\u5305\u542bcontext.Context\u548cerror\u7b49\u4fe1\u606f\u5916\uff0c\u8fd8\u5305\u542b\u4e00\u4e2aZ\u7684\u5207\u7247\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">type<\/span> <span class=\"n\">ZSliceCmd<\/span> <span class=\"k\">struct<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"n\">baseCmd<\/span>\r\n\r\n\t<span class=\"n\">val<\/span> <span class=\"p\">[]<\/span><span class=\"n\">Z<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n<span class=\"k\">type<\/span> <span class=\"n\">baseCmd<\/span> <span class=\"k\">struct<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"n\">ctx<\/span>    <span class=\"n\">context<\/span><span class=\"o\">.<\/span><span class=\"n\">Context<\/span>\r\n\t<span class=\"n\">args<\/span>   <span class=\"p\">[]<\/span><span class=\"k\">interface<\/span><span class=\"p\">{}<\/span>\r\n\t<span class=\"n\">err<\/span>    <span class=\"kt\">error<\/span>\r\n\t<span class=\"n\">keyPos<\/span> <span class=\"kt\">int8<\/span>\r\n\r\n\t<span class=\"n\">_readTimeout<\/span> <span class=\"o\">*<\/span><span class=\"n\">time<\/span><span class=\"o\">.<\/span><span class=\"n\">Duration<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n<span class=\"k\">type<\/span> <span class=\"n\">Z<\/span> <span class=\"k\">struct<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"n\">Score<\/span>  <span class=\"kt\">float64<\/span>\r\n\t<span class=\"n\">Member<\/span> <span class=\"k\">interface<\/span><span class=\"p\">{}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u53ea\u9700\u4e00\u4e2a\u9009\u62e9\uff0c\u7528\u4e2d\u56fd\u6bcd\u8bed\u6539\u5199\u5982\u4e0b:<br \/>\n\u672c\u6b21\u8ba8\u8bba\uff0c\u5982\u679c\u4f60\u9700\u8981[Z]\u548cerror\uff0c\u53ea\u9700\u8c03\u7528ZSliceCmd\u65b9\u6cd5\u4e2d\u7684Result()\u51fd\u6570\u5373\u53ef\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">func<\/span> <span class=\"p\">(<\/span><span class=\"n\">cmd<\/span> <span class=\"o\">*<\/span><span class=\"n\">ZSliceCmd<\/span><span class=\"p\">)<\/span> <span class=\"n\">Result<\/span><span class=\"p\">()<\/span> <span class=\"p\">([]<\/span><span class=\"n\">Z<\/span><span class=\"p\">,<\/span> <span class=\"kt\">error<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"k\">return<\/span> <span class=\"n\">cmd<\/span><span class=\"o\">.<\/span><span class=\"n\">val<\/span><span class=\"p\">,<\/span> <span class=\"n\">cmd<\/span><span class=\"o\">.<\/span><span class=\"n\">err<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<h3>\u89e3\u7801JSON\u5b57\u7b26\u4e32<\/h3>\n<p>\u53ef\u4ee5\u4f7f\u7528ZREVRANGE\u6765\u83b7\u53d6\u6570\u636e\uff0c\u5728\u5f97\u5230\u7684\u6570\u636e\u662fJSON\u5b57\u7b26\u4e32\u65f6\uff0c\u9700\u8981\u5bf9\u5176\u8fdb\u884c\u89e3\u7801\u3002<br \/>\n\u53ef\u4ee5\u4f7f\u7528encoding\/json.Unmarshal\u5c06\u5176\u8f6c\u6362\u4e3a\u7ed3\u6784\u4f53\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">member<\/span> <span class=\"o\">:=<\/span> <span class=\"o\">&amp;<\/span><span class=\"n\">Member<\/span><span class=\"p\">{<\/span>\r\n\t<span class=\"n\">ID<\/span><span class=\"o\">:<\/span>   <span class=\"n\">id<\/span><span class=\"p\">,<\/span>\r\n\t<span class=\"n\">Name<\/span><span class=\"o\">:<\/span> <span class=\"n\">name<\/span><span class=\"p\">,<\/span>\r\n<span class=\"p\">}<\/span>\r\n<span class=\"n\">err<\/span> <span class=\"o\">:=<\/span> <span class=\"n\">json<\/span><span class=\"o\">.<\/span><span class=\"n\">Unmarshal<\/span><span class=\"p\">([]<\/span><span class=\"kt\">byte<\/span><span class=\"p\">(<\/span><span class=\"n\">serializedMember<\/span><span class=\"o\">.<\/span><span class=\"p\">(<\/span><span class=\"kt\">string<\/span><span class=\"p\">)),<\/span> <span class=\"n\">member<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h3>\u6574\u4f53\u7684\u7a0b\u5f0f\u78bc<\/h3>\n<p>\u6839\u636e\u4e0a\u8ff0\u5185\u5bb9\uff0c\u6574\u4f53\u4ee3\u7801\u53ef\u4ee5\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">package<\/span> <span class=\"n\">redis<\/span>\r\n\r\n<span class=\"k\">import<\/span> <span class=\"p\">(<\/span>\r\n\t<span class=\"s\">\"context\"<\/span>\r\n\t<span class=\"s\">\"encoding\/json\"<\/span>\r\n\r\n\t<span class=\"s\">\"github.com\/arkuchy\/redis-ranking\/src\/db\"<\/span>\r\n\t<span class=\"n\">goRedis<\/span> <span class=\"s\">\"github.com\/go-redis\/redis\/v8\"<\/span>\r\n<span class=\"p\">)<\/span>\r\n\r\n<span class=\"k\">const<\/span> <span class=\"p\">(<\/span>\r\n\t<span class=\"n\">RedisRanking<\/span> <span class=\"kt\">string<\/span> <span class=\"o\">=<\/span> <span class=\"s\">\"RedisRanking\"<\/span>\r\n<span class=\"p\">)<\/span>\r\n\r\n<span class=\"k\">type<\/span> <span class=\"n\">UserResponse<\/span> <span class=\"k\">struct<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"n\">ID<\/span>        <span class=\"kt\">string<\/span>\r\n\t<span class=\"n\">Name<\/span>      <span class=\"kt\">string<\/span>\r\n\t<span class=\"n\">HighScore<\/span> <span class=\"kt\">int<\/span>\r\n\t<span class=\"n\">Rank<\/span>      <span class=\"kt\">int<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n<span class=\"c\">\/\/ userID\u3068userName\u3092\u6301\u3063\u305f\u69cb\u9020\u4f53(json\u6587\u5b57\u5217\u306b\u3057\u3066\u6271\u3046)<\/span>\r\n<span class=\"k\">type<\/span> <span class=\"n\">Member<\/span> <span class=\"k\">struct<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"n\">ID<\/span>   <span class=\"kt\">string<\/span> <span class=\"s\">`json:\"id\"`<\/span>\r\n\t<span class=\"n\">Name<\/span> <span class=\"kt\">string<\/span> <span class=\"s\">`json:\"name\"`<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n<span class=\"c\">\/\/ GetRankings \u306f\uff0c\u4e0a\u4f4d{limit}\u4ef6\u306e\u30e6\u30fc\u30b6\u30c7\u30fc\u30bf\u3092\u8fd4\u3057\u307e\u3059<\/span>\r\n<span class=\"k\">func<\/span> <span class=\"n\">GetRankings<\/span><span class=\"p\">(<\/span><span class=\"n\">ctx<\/span> <span class=\"n\">context<\/span><span class=\"o\">.<\/span><span class=\"n\">Context<\/span><span class=\"p\">,<\/span> <span class=\"n\">limit<\/span> <span class=\"kt\">int<\/span><span class=\"p\">)<\/span> <span class=\"p\">([]<\/span><span class=\"o\">*<\/span><span class=\"n\">UserResponse<\/span><span class=\"p\">,<\/span> <span class=\"kt\">error<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\r\n\t<span class=\"c\">\/\/ redis\u306f0\u59cb\u307e\u308a<\/span>\r\n\t<span class=\"c\">\/\/ ex) 1~10 -&gt; start:0, stop:9<\/span>\r\n\t<span class=\"n\">start<\/span> <span class=\"o\">:=<\/span> <span class=\"m\">0<\/span>\r\n\t<span class=\"n\">stop<\/span> <span class=\"o\">:=<\/span> <span class=\"n\">start<\/span> <span class=\"o\">+<\/span> <span class=\"n\">limit<\/span> <span class=\"o\">-<\/span> <span class=\"m\">1<\/span>\r\n\t<span class=\"n\">conn<\/span> <span class=\"o\">:=<\/span> <span class=\"n\">db<\/span><span class=\"o\">.<\/span><span class=\"n\">Conn<\/span><span class=\"o\">.<\/span><span class=\"n\">GetRedisConn<\/span><span class=\"p\">()<\/span> <span class=\"c\">\/\/ Redis\u3068\u306e\u30b3\u30cd\u30af\u30b7\u30e7\u30f3\u3092\u53d6\u5f97(\u5404\u81ea\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u3042\u308a)<\/span>\r\n\t<span class=\"n\">serializedMembersWithScores<\/span><span class=\"p\">,<\/span> <span class=\"n\">err<\/span> <span class=\"o\">:=<\/span> <span class=\"n\">conn<\/span><span class=\"o\">.<\/span><span class=\"n\">ZRevRangeWithScores<\/span><span class=\"p\">(<\/span><span class=\"n\">ctx<\/span><span class=\"p\">,<\/span> <span class=\"n\">RedisRanking<\/span><span class=\"p\">,<\/span> <span class=\"kt\">int64<\/span><span class=\"p\">(<\/span><span class=\"n\">start<\/span><span class=\"p\">),<\/span> <span class=\"kt\">int64<\/span><span class=\"p\">(<\/span><span class=\"n\">stop<\/span><span class=\"p\">))<\/span><span class=\"o\">.<\/span><span class=\"n\">Result<\/span><span class=\"p\">()<\/span>\r\n\t<span class=\"k\">if<\/span> <span class=\"n\">err<\/span> <span class=\"o\">!=<\/span> <span class=\"no\">nil<\/span> <span class=\"p\">{<\/span>\r\n\t\t<span class=\"k\">return<\/span> <span class=\"no\">nil<\/span><span class=\"p\">,<\/span> <span class=\"n\">err<\/span>\r\n\t<span class=\"p\">}<\/span>\r\n\t<span class=\"n\">res<\/span> <span class=\"o\">:=<\/span> <span class=\"nb\">make<\/span><span class=\"p\">([]<\/span><span class=\"o\">*<\/span><span class=\"n\">UserResponse<\/span><span class=\"p\">,<\/span> <span class=\"m\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">limit<\/span><span class=\"p\">)<\/span>\r\n\t<span class=\"n\">member<\/span> <span class=\"o\">:=<\/span> <span class=\"o\">&amp;<\/span><span class=\"n\">Member<\/span><span class=\"p\">{}<\/span>\r\n\t<span class=\"k\">for<\/span> <span class=\"n\">i<\/span><span class=\"p\">,<\/span> <span class=\"n\">serializedMemberWithScore<\/span> <span class=\"o\">:=<\/span> <span class=\"k\">range<\/span> <span class=\"n\">serializedMembersWithScores<\/span> <span class=\"p\">{<\/span>\r\n\t\t<span class=\"n\">serializedMember<\/span> <span class=\"o\">:=<\/span> <span class=\"n\">serializedMemberWithScore<\/span><span class=\"o\">.<\/span><span class=\"n\">Member<\/span> <span class=\"c\">\/\/ \u69cb\u9020\u4f53Z\u304b\u3089Member\u3092\u53d6\u5f97<\/span>\r\n\t\t<span class=\"n\">score<\/span> <span class=\"o\">:=<\/span> <span class=\"n\">serializedMemberWithScore<\/span><span class=\"o\">.<\/span><span class=\"n\">Score<\/span> <span class=\"c\">\/\/ \u69cb\u9020\u4f53Z\u304b\u3089Score\u3092\u53d6\u5f97<\/span>\r\n\t\t<span class=\"k\">if<\/span> <span class=\"n\">err<\/span> <span class=\"o\">:=<\/span> <span class=\"n\">json<\/span><span class=\"o\">.<\/span><span class=\"n\">Unmarshal<\/span><span class=\"p\">([]<\/span><span class=\"kt\">byte<\/span><span class=\"p\">(<\/span><span class=\"n\">serializedMember<\/span><span class=\"o\">.<\/span><span class=\"p\">(<\/span><span class=\"kt\">string<\/span><span class=\"p\">)),<\/span> <span class=\"n\">member<\/span><span class=\"p\">);<\/span> <span class=\"n\">err<\/span> <span class=\"o\">!=<\/span> <span class=\"no\">nil<\/span> <span class=\"p\">{<\/span>\r\n\t\t\t<span class=\"k\">return<\/span> <span class=\"no\">nil<\/span><span class=\"p\">,<\/span> <span class=\"n\">err<\/span>\r\n\t\t<span class=\"p\">}<\/span>\r\n\t\t<span class=\"n\">u<\/span> <span class=\"o\">:=<\/span> <span class=\"o\">&amp;<\/span><span class=\"n\">UserResponse<\/span><span class=\"p\">{<\/span>\r\n\t\t\t<span class=\"n\">ID<\/span><span class=\"o\">:<\/span>        <span class=\"n\">member<\/span><span class=\"o\">.<\/span><span class=\"n\">ID<\/span><span class=\"p\">,<\/span>\r\n\t\t\t<span class=\"n\">Name<\/span><span class=\"o\">:<\/span>      <span class=\"n\">member<\/span><span class=\"o\">.<\/span><span class=\"n\">Name<\/span><span class=\"p\">,<\/span>\r\n\t\t\t<span class=\"n\">HighScore<\/span><span class=\"o\">:<\/span> <span class=\"kt\">int<\/span><span class=\"p\">(<\/span><span class=\"n\">score<\/span><span class=\"p\">),<\/span>\r\n\t\t\t<span class=\"n\">Rank<\/span><span class=\"o\">:<\/span>      <span class=\"n\">i<\/span> <span class=\"o\">+<\/span> <span class=\"m\">1<\/span><span class=\"p\">,<\/span>\r\n\t\t<span class=\"p\">}<\/span>\r\n\t\t<span class=\"n\">res<\/span> <span class=\"o\">=<\/span> <span class=\"nb\">append<\/span><span class=\"p\">(<\/span><span class=\"n\">res<\/span><span class=\"p\">,<\/span> <span class=\"n\">u<\/span><span class=\"p\">)<\/span>\r\n\t<span class=\"p\">}<\/span>\r\n\t<span class=\"k\">return<\/span> <span class=\"n\">res<\/span><span class=\"p\">,<\/span> <span class=\"no\">nil<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<h1>\u6027\u80fd\u7684\u6d4b\u91cf<\/h1>\n<p>\u6211\u4eec\u5c06\u4f7f\u7528Go\u8bed\u8a00\u7684\u57fa\u51c6\u6d4b\u8bd5\u6765\u6bd4\u8f83\u4ee5\u4e0b\u4e24\u79cd\u83b7\u53d6\u6392\u540d\u7684\u65b9\u6cd5\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Redis\u306eSorted sets\u3092\u7528\u3044\u305f\u65b9\u6cd5<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">MySQL\u306eSelect ~ ORDER BY\u3092\u7528\u3044\u305f\u65b9\u6cd5(\u9069\u5207\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u5f35\u3063\u305f\u72b6\u614b\u3068\u3059\u308b)<\/ul>\n<p>\u5728\u5bf91000\u30015000\u548c10000\u4e2a\u6570\u636e\u8fdb\u884c\u4fdd\u6301\u7684\u60c5\u51b5\u4e0b\uff0c\u6d4b\u91cf\u83b7\u53d6\u524d100\u4e2a\u6570\u636e\u7684\u6027\u80fd\u3002\u7136\u800c\uff0c\u6267\u884c\u73af\u5883\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<pre class=\"post-pre\"><code>CPU: 1.8GHz Intel Core i5\r\n\u30e1\u30e2\u30ea: 8GB\r\n\u8a00\u8a9e: Golang 1.15.4\r\n<\/code><\/pre>\n<p>\u6b64\u5916\uff0c\u8bf7\u53c2\u8003\u6b64\u5904\u7684MySQL\u6392\u540d\u529f\u80fd\u5b9e\u73b0\u3002<\/p>\n<h2>\u7ed3\u679c [ji\u00e9 gu\u01d2]<\/h2>\n<p>(Translation: &#8220;Outcome&#8221;)<\/p>\n<p>\u4ece\u5de6\u4fa7\u6765\u770b\uff0c (Zu\u01d2 c\u00e8 , )<\/p>\n<pre class=\"post-pre\"><code>\u5b9f\u884c\u3057\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u540d \/ \u5b9f\u884c\u3057\u305f\u56de\u6570 \/ 1\u56de\u3042\u305f\u308a\u306e\u5b9f\u884c\u6642\u9593(ns\/op) \/ 1\u56de\u3042\u305f\u308a\u306e\u78ba\u4fdd\u5bb9\u91cf(B\/op) \/ 1\u56de\u3042\u305f\u308a\u306e\u30a2\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u56de\u6570(allocs\/op) \r\n<\/code><\/pre>\n<p>\u5df2\u6210\u4e3a\u5982\u6b64\u3002<\/p>\n<ul class=\"post-ul\">\u4fdd\u6301\u30c7\u30fc\u30bf\u6570\u304c1000\u306e\u5834\u5408<\/ul>\n<pre class=\"post-pre\"><code># Redis\r\nBenchmarkGetRankings-4   \t     328\t   3576331 ns\/op\t   41288 B\/op\t     908 allocs\/op\r\n\r\n# MySQL\r\nBenchmarkGetRankings-4   \t      63\t  18586058 ns\/op\t  392967 B\/op\t   18051 allocs\/op\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\u4fdd\u6301\u30c7\u30fc\u30bf\u6570\u304c5000\u306e\u5834\u5408<\/ul>\n<pre class=\"post-pre\"><code># Redis\r\nBenchmarkGetRankings-4   \t     348\t   3679865 ns\/op\t   41952 B\/op\t     908 allocs\/op\r\n\r\n# MySQL\r\nBenchmarkGetRankings-4   \t      20\t  58493116 ns\/op\t 2169418 B\/op\t   90068 allocs\/op\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\u4fdd\u6301\u30c7\u30fc\u30bf\u6570\u304c10000\u306e\u5834\u5408<\/ul>\n<pre class=\"post-pre\"><code># Redis\r\nBenchmarkGetRankings-4   \t     301\t   3582936 ns\/op\t   42096 B\/op\t     908 allocs\/op\r\n\r\n# MySQL\r\nBenchmarkGetRankings-4   \t      12\t 105611875 ns\/op\t 4443574 B\/op\t  180075 allocs\/op\r\n<\/code><\/pre>\n<h1>\u603b\u7ed3<\/h1>\n<p>\u6839\u636e\u6d4b\u91cf\u7ed3\u679c\uff0c\u65e0\u8bba\u4fdd\u6301\u6570\u636e\u6570\u662f1000\u30015000\u8fd8\u662f10000\uff0c\u4f7f\u7528Redis\u7684Sorted Sets\u8fdb\u884c\u6392\u540d\u68c0\u7d22\u7684\u6027\u80fd\u4f18\u4e8e\u4f7f\u7528MySQL\u8fdb\u884c\u6392\u540d\u68c0\u7d22\u3002\u53e6\u5916\uff0c\u968f\u7740\u4fdd\u6301\u6570\u636e\u91cf\u7684\u589e\u52a0\uff0c\u4f7f\u7528Redis\u7684Sorted Sets\u76f8\u6bd4\u4f7f\u7528MySQL\u66f4\u5177\u4f18\u52bf\uff0c\u56e0\u6b64\u5728\u5b9e\u73b0\u5927\u91cf\u4fdd\u6301\u6570\u636e\u7684\u6392\u540d\u529f\u80fd\u65f6\uff0c\u8003\u8651\u4f7f\u7528Redis\u53ef\u80fd\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002\u7136\u800c\uff0c\u4f7f\u7528Redis\u7684\u60c5\u51b5\u4e0b\uff0c\u5b58\u5728\u6570\u636e\u4e22\u5931\u7684\u53ef\u80fd\u6027\uff0c\u56e0\u6b64\u5728\u6dfb\u52a0\u6392\u540d\u65f6\u5e94\u8003\u8651\u5728MySQL\u548cRedis\u4e2d\u90fd\u8fdb\u884c\u6dfb\u52a0\uff0c\u4ee5\u4fbf\u5e94\u5bf9\u6570\u636e\u4e22\u5931\u7684\u60c5\u51b5\uff0c\u5e76\u91c7\u53d6\u76f8\u5e94\u63aa\u65bd\u3002<\/p>\n<h1>\u8bf7\u67e5\u9605\u53c2\u8003\u8d44\u6599\u3002<\/h1>\n<p>\u672c\u6587\u662f\u6839\u636e\u4ee5\u4e0b\u4fe1\u606f\u64b0\u5199\u7684\uff1a<br \/>\n\u00b7 Redis\u5b98\u65b9\u6587\u6863<br \/>\n\u00b7 redis-cli\u547d\u4ee4\u64cd\u4f5c\u6458\u8981<br \/>\n\u00b7 go-redis\u53c2\u8003\u8d44\u6599<\/p>\n<section>\u901a\u8fc7\u4f7f\u7528\u5feb\u7167\u7b49\u529f\u80fd\uff0c\u53ef\u4ee5\u5b9e\u73b0\u6301\u4e45\u5316\u7684\u6548\u679c\u3002<\/section>\n","protected":false},"excerpt":{"rendered":"<p>Redis\u662f\u4e00\u4e2a\u4ec0\u4e48\u6837\u7684\u4e1c\u897f\uff1f Redis\u662f\u4e00\u79cd\u952e\u503c\u578b\u7684\u5185\u5b58\u6570\u636e\u5e93\u3002\u7531\u4e8e\u662f\u5185\u5b58\u6570\u636e\u5e93\uff0c\u6570\u636e\u4e0d\u4f1a\u6301\u4e45\u5316\uff0c\u4f46\u662f\u53ef\u4ee5 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-33802","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ 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Redis\u662f\u4e00\u79cd\u952e\u503c\u578b\u7684\u5185\u5b58\u6570\u636e\u5e93\u3002\u7531\u4e8e\u662f\u5185\u5b58\u6570\u636e\u5e93\uff0c\u6570\u636e\u4e0d\u4f1a\u6301\u4e45\u5316\uff0c\u4f46\u662f\u53ef\u4ee5 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528redis\u7684\u6709\u5e8f\u96c6\u5408\u6765\u5b9e\u73b0\u6392\u884c\u529f\u80fd\u53ca\u5176\u6027\u80fd\u6d4b\u91cf\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-12-13T01:46:02+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-03T19:05:33+00:00\" \/>\n<meta name=\"author\" content=\"\u79d1, \u96c5\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u79d1, \u96c5\" \/>\n\t<meta name=\"twitter:label2\" 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