{"id":10020677,"date":"2025-03-20T21:30:00","date_gmt":"2025-03-20T13:30:00","guid":{"rendered":"https:\/\/itmax.cn\/?p=10020677"},"modified":"2025-03-20T21:30:00","modified_gmt":"2025-03-20T13:30:00","slug":"%e7%bc%93%e5%ad%98%e7%9b%91%e6%8e%a7%e6%b2%bb%e7%90%86%e5%9c%a8%e6%b8%b8%e6%88%8f%e4%b8%9a%e5%8a%a1%e7%9a%84%e5%ae%9e%e8%b7%b5%e5%92%8c%e6%8e%a2%e7%b4%a2","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10020677","title":{"rendered":"\u7f13\u5b58\u76d1\u63a7\u6cbb\u7406\u5728\u6e38\u620f\u4e1a\u52a1\u7684\u5b9e\u8df5\u548c\u63a2\u7d22"},"content":{"rendered":"<p>\u4f5c\u8005\uff1a\u6765\u81ea vivo \u4e92\u8054\u7f51\u670d\u52a1\u5668\u56e2\u961f- Wang Zhi<\/p>\n<p>\u901a\u8fc7\u5bf9 Redis \u548c Caffeine \u7684\u7f13\u5b58\u76d1\u63a7\u5feb\u901f\u53d1\u73b0\u548c\u5b9a\u4f4d\u95ee\u9898\u964d\u4f4e\u6545\u969c\u7684\u5f71\u54cd\u9762\u3002<\/p>\n<p><strong>\u4e00\u3001\u7f13\u5b58\u76d1\u63a7\u7684\u80cc\u666f<\/strong><\/p>\n<ul>\n<li>\u6e38\u620f\u4e1a\u52a1\u4e2d\u5b58\u5728\u5927\u91cf\u7684\u9ad8\u9891\u8bf7\u6c42\u5c24\u5176\u662f\u5bf9\u70ed\u95e8\u6e38\u620f\u800c\u8a00\uff0c\u800c\u5e94\u5bf9\u9ad8\u5e76\u53d1\u573a\u666f\u7f13\u5b58\u662f\u4e00\u4e2a\u5e38\u89c1\u4e14\u6709\u6548\u7684\u624b\u6bb5\u3002<\/li>\n<li>\u6e38\u620f\u4e1a\u52a1\u4e2d\u5927\u91cf\u7684\u91c7\u7528\u8fdc\u7a0b\u7f13\u5b58\uff08Redis\uff09\u548c\u672c\u5730\u7f13\u5b58\uff08Caffeine\uff09\u7ec4\u5408\u65b9\u5f0f\u6765\u5e94\u5bf9\u5927\u6d41\u91cf\u7684\u573a\u666f\u3002<\/li>\n<li>\u5728\u6574\u4e2a\u7f13\u5b58\u4f7f\u7528\u7684\u5b9e\u8df5\u8fc7\u7a0b\u4e2d\uff0c\u57fa\u4e8e\u771f\u5b9e\u7ebf\u4e0a\u6848\u4f8b\u548c\u65e5\u5e38\u7f13\u5b58\u8fd0\u7ef4\u75db\u70b9\u6c89\u6dc0\u4e86\u4e00\u4e9b\u7f13\u5b58\u76d1\u63a7\u6cbb\u7406\u7684\u6709\u6548\u6848\u4f8b\u4f9b\u5206\u4eab\u3002<\/li>\n<\/ul>\n<p><strong>\u4e8c\u3001\u8fdc\u7a0b\u7f13\u5b58\u7684\u76d1\u63a7\u4ecb\u7ecd<\/strong><\/p>\n<p>2.1 \u76d1\u63a7\u7684\u65b9\u6848<\/p>\n<p>2.1.1 \u76d1\u63a7\u76ee\u7684<\/p>\n<ul>\n<li>\u4ece\u5b8f\u89c2\u6765\u8bb2\u76d1\u63a7\u672c\u8d28\u76ee\u7684\u662f\u4e3a\u4e86\u53ca\u65f6\u53d1\u73b0\u5b9a\u4f4d\u5e76\u89e3\u51b3\u95ee\u9898\uff0c\u5728\u6210\u672c\u53ef\u63a7\u7684\u524d\u63d0\u4e0b\u76d1\u63a7\u7ef4\u5ea6\u5c3d\u53ef\u80fd\u4e30\u5bcc\u3002<\/li>\n<li>\u805a\u7126\u5230 Redis \u7684\u7ef4\u5ea6\uff0c\u9664\u4e86 Server \u672c\u8eab\u7684\u76d1\u63a7\u6307\u6807\uff08\u5982\u8bf7\u6c42\u91cf\u3001\u8fde\u63a5\u6570\u5916\uff09\uff0c\u8fd8\u9700\u8981\u76d1\u63a7\u66f4\u591a\u504f\u4e1a\u52a1\u7684\u6307\u6807\u3002<\/li>\n<li>Redis \u76ee\u524d\u6700\u5e38\u89c1\u7684\u95ee\u9898\u5305\u62ec\uff1a\u70ed\u70b9 Key \u95ee\u9898\uff0c\u5927 Key \u95ee\u9898\uff0c\u8d85\u8d1f\u8f7d\u7684\u5927\u8bf7\u6c42\u91cf\u95ee\u9898\u3002<\/li>\n<li>\u805a\u7126\u4e0a\u8ff0\u7684\u95ee\u9898\uff0c\u5728\u57fa\u4e8e Redis \u7684\u539f\u751f\u76d1\u63a7\u6307\u6807\u57fa\u7840\u4e0a\uff0c\u8865\u5145\u66f4\u591a\u7684\u5305\u542b\u4e1a\u52a1\u5c5e\u6027\u7684\u76d1\u63a7\u3002<\/li>\n<\/ul>\n<p>2.1.2 \u76d1\u63a7\u65b9\u6848<\/p>\n<ul>\n<li>\u76ee\u524d\u4ece\u76d1\u63a7\u7684\u7ef4\u5ea6\u8fdb\u884c\u5206\u6790\uff0c\u5e0c\u671b\u80fd\u505a\u5230\u65e2\u80fd\u9488\u5bf9\u67d0\u4e2a key \u7684\u70ed\u70b9\u76d1\u63a7\uff0c\u53c8\u80fd\u9488\u5bf9\u67d0\u4e00\u7c7b\u76f8\u540c\u524d\u7f00\u7684 key \u505a\u805a\u5408\u8d8b\u52bf\u76d1\u63a7\u3002\u524d\u8005\u76ee\u7684\u662f\u53d1\u73b0\u70ed\u70b9 key\uff0c\u540e\u8005\u76ee\u7684\u662f\u4ece\u8d8b\u52bf\u7ef4\u5ea6\u76d1\u63a7\u7f13\u5b58\u7684\u5b9e\u9645\u8bbf\u95ee\u91cf\u3002<\/li>\n<li>Redis \u7684\u5177\u4f53 key\u7684\u76d1\u63a7\u7531 Redis \u81ea\u7814\u56e2\u961f\u96c6\u6210\u5230 redis server \u4fa7\u5b9e\u73b0\u76d1\u63a7\uff0c\u5206\u7c7b\u4e0a\u5f52\u5c5e\u4e3a Redis Server \u4fa7\u7684\u76d1\u63a7\uff0c\u8fd9\u90e8\u5206\u4e0d\u5728\u672c\u7bc7\u5206\u4eab\u4e2d\u5177\u4f53\u5c55\u5f00\u3002<\/li>\n<li>Redis \u7684\u67d0\u7c7b\u76f8\u540c\u524d\u7f00\u7684 key \u7684\u805a\u5408\u76d1\u63a7\u7531\u4e1a\u52a1\u4fa7\u901a\u8fc7Aspect \u62e6\u622a\u5668\u62e6\u622a\u5e76\u4e0a\u62a5\u57cb\u70b9\u5b9e\u73b0\uff0c\u5176\u4e2d key \u7684\u8bbe\u8ba1\u9700\u8981\u9075\u5faa\u4fbf\u4e8e\u805a\u5408\u7684\u539f\u5219\uff0c\u5206\u7c7b\u4e0a\u5f52\u5c5e\u4e3a Redis \u7684\u4e1a\u52a1\u4fa7\u7684\u76d1\u63a7\u3002<\/li>\n<\/ul>\n<p>2.1.3 \u76d1\u63a7\u5927\u76d8<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000046304585\" alt=\"\" title=\"\"><\/p>\n<p>\u3010Redis Server\u7cfb\u7edf\u76d1\u63a7\u6307\u6807\u3011<\/p>\n<p>\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li>\n<p>\u4e0a\u56fe\u76d1\u63a7 Redis Server \u7684\u539f\u751f\u6307\u6807\uff0c\u5177\u4f53\u53ef\u4ee5\u53c2\u8003 Redis \u5b98\u65b9\u6587\u6863<\/p>\n<p><a href=\"https:\/\/link.segmentfault.com\/?enc=Za9xM67o5TElOusD2Bh7SA%3D%3D.l%2B58kGZF1kObulgYqRt4%2BfN2kk4w816C4Ry62LxiTI932IrnEiGHoYe3atf8VglF\" rel=\"nofollow noopener noreferrer\" target=\"_blank\">http:\/\/doc.redisfans.com\/server\/info.html<\/a>\u3002<\/p>\n<\/li>\n<li>\u4e0a\u8ff0\u6307\u6807\u7528\u6765\u8bc4\u4f30 Redis Server \u672c\u8eab\u7684\u8d1f\u8f7d\u60c5\u51b5\uff0c\u5e76\u57fa\u4e8e\u6b64\u8003\u8651\u662f\u5426\u9700\u8981\u6a2a\u5411\u548c\u7eb5\u5411\u6269\u5bb9\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000046304586\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u3010Redis \u4e1a\u52a1\u7ef4\u5ea6\u524d\u7f00\u76d1\u63a7\u6307\u6807\u3011<\/p>\n<p>\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li>\u4e0a\u56fe\u76d1\u63a7\u7684\u4e1a\u52a1\u7ef4\u5ea6\u6309\u7167\u67d0\u7c7b key \u7684\u524d\u7f00\u8fdb\u884c\u805a\u5408\u7684\u6307\u6807\uff0c\u8bc4\u4f30\u5404\u7c7b\u7684 Redis \u7684 key \u7684\u8bfb\u5199\u6307\u6807\u3002<\/li>\n<li>\u4e0a\u8ff0\u6307\u6807\u7528\u6765\u8bc4\u4f30\u4e1a\u52a1\u5bf9 Redis \u7f13\u5b58\u4f7f\u7528\u7684\u5408\u7406\u6027\uff0c\u5982\u53d1\u73b0\u67d0\u4e2a\u524d\u7f00 key \u7684\u5199\u5165\u91cf\u592a\u5927\uff08\u7f13\u5b58\u5e94\u8be5\u662f\u8bfb\u591a\u5199\u5c11\u573a\u666f\uff09\u5c31\u9700\u8981\u601d\u8003\u7f13\u5b58\u8bbe\u8ba1\u7684\u5408\u7406\u6027\u3002<\/li>\n<\/ul>\n<p>2.2 \u76d1\u63a7\u7684\u5b9e\u73b0<\/p>\n<ul>\n<li>\u4e1a\u52a1\u7ef4\u5ea6\u6309\u7167\u67d0\u7c7b key \u7684\u524d\u7f00\u8fdb\u884c\u805a\u5408\u7684\u529f\u80fd\uff0c\u5173\u952e\u7684\u5b9e\u73b0\u903b\u8f91\u5305\u62ec\uff1a\u4e00\u7c7b\u4e1a\u52a1\u9700\u8981\u7edf\u4e00\u524d\u7f00 key \u5e76\u5728\u672b\u5c3e\u62fc\u63a5\u53d8\u91cf\uff1b\u901a\u8fc7\u5207\u9762\u62e6\u622a redis \u7684\u8bfb\u5199\u5e76\u4e0a\u62a5\u57cb\u70b9\u3002<\/li>\n<li>\u7edf\u4e00\u524d\u7f00 key \u662f\u6307\uff1a\u5982\u679c\u4e1a\u52a1A\u662f\u6309\u7167\u7528\u6237\u7ef4\u5ea6\u8fdb\u884c\u7f13\u5b58 Key \u7684\u8bbe\u8ba1\uff0c\u90a3\u4e48 Key \u7684\u5f62\u6001\u5e94\u8be5\u662f Prefix:UserId\uff0cPrefix \u662f\u4e1a\u52a1\u573a\u666f\u7684\u524d\u7f00\uff0cUserId \u662f\u7528\u6237\u7ef4\u5ea6\u7684\u52a8\u6001\u503c\u3002<\/li>\n<li>\u5207\u9762\u62e6\u622a\u662f\u6307\uff1a\u9488\u5bf9\u6307\u5b9a\u7684Redis\u64cd\u4f5c\uff08\u5305\u62ec\u5e38\u89c1\u7684 Set \u7b49\uff09\uff0c\u8fdb\u884c\u62e6\u622a\u5e76\u5339\u914d\u524d\u7f00\u8fdb\u884c\u57cb\u70b9\u4e0a\u62a5\u3002<\/li>\n<\/ul>\n<p>2.2.1 \u524d\u7f00 key \u8bbe\u8ba1<\/p>\n<p>Redis Key \u7684\u8bbe\u8ba1<\/p>\n<pre><code>public class RedisKeyConstants {\n\n    public static final String    REDIS_GAMEGROUP_NEW_KEY              = &quot;newgamegroup&quot;;\n    public static final String    REDIS_GAMEGROUP_DETAIL_KEY          = &quot;gamegroup:detail&quot;;\n    public static final String    REDIS_KEY_IUNIT_STRATEGY_COUNT      = &quot;activity:ihandler:strategy:count&quot;;\n    public static final String    CONTENT_DISTRIBUTE_CURRENT          = &quot;content:distribute:current&quot;;\n    public static final String    RECOMMEND_NOTE                      = &quot;recommend:note&quot;;\n}\n\n\npublic class RedisUtils {\n\n    public static final String    COMMON_REDIS_KEY_SPLIT    = &quot;:&quot;;\n\n    public static String buildRedisKey(String key, Object... params) {\n        if (params == null || params.length == 0) {\n            return key;\n        }\n\n        for (Object param : params) {\n            key += COMMON_REDIS_KEY_SPLIT + param;\n        }\n\n        return key;\n    }\n}<\/code><\/pre>\n<p>\u5de6\u53f3\u6ed1\u52a8\u67e5\u770b\u5b8c\u6574\u4ee3\u7801<\/p>\n<p>\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li>\u5728\u5e38\u91cf\u5b9a\u4e49 RedisKeyConstants \u4e2d\u6309\u7167\u4e0d\u540c\u7684\u4e1a\u52a1\u533a\u5206\u4e86\u4e0d\u540c\u7684\u4e1a\u52a1\u573a\u666f\u7684\u524d\u7f00 Key\u3002<\/li>\n<li>\u5728 RedisUtils#buildRedisKey \u4e2d\u5c06\u4e1a\u52a1\u7684\u524d\u7f00\u548c\u52a8\u6001\u53d8\u5316\u7684\u53c2\u6570\u8fdb\u884c\u62fc\u63a5\uff0c\u4e2d\u95f4\u901a\u8fc7\u5206\u9694\u7b26\u8fdb\u884c\u8fde\u63a5\u3002<\/li>\n<li>\u5206\u5272\u7b26\u7684\u5f15\u5165\u662f\u4e3a\u4e86\u540e\u7eed\u5207\u9762\u62e6\u622a\u65f6\u5019\u8fdb\u884c\u9006\u5411\u5207\u5272\u83b7\u53d6\u524d\u7f00\u4f7f\u7528\u3002<\/li>\n<\/ul>\n<p>2.2.2 \u76d1\u63a7\u5b9e\u73b0<\/p>\n<pre><code>@Slf4j\n@Aspect\n@Order(0)\n@Component\npublic class RedisMonitorAspect {\n    private static final String PREFIX_CONFIG = &quot;redis.monitor.prefix&quot;;\n    private static final Set&lt;String&gt; PREFIX_SET = new HashSet&lt;&gt;();\n    @Resource\n    private MonitorComponent monitorComponent;\n    static {\n        \/\/ \u66f4\u65b0\u524d\u7f00\u5339\u914d\u7684\u540d\u5355\n        String prefixValue = VivoConfigManager.getString(PREFIX_CONFIG, &quot;&quot;);\n        refreshConf(prefixValue);\n        \/\/ \u589e\u52a0\u914d\u7f6e\u53d8\u66f4\u7684\u56de\u8c03\n        VivoConfigManager.addListener(new VivoConfigListener() {\n            @Override\n            public void eventReceived(PropertyItem propertyItem, ChangeEventType changeEventType) {\n                if (StringUtils.equalsIgnoreCase(propertyItem.getName(), PREFIX_CONFIG)) {\n                    refreshConf(propertyItem.getValue());\n                }\n            }\n        });\n    }\n    \/**\n     * \u66f4\u65b0\u524d\u7f00\u5339\u914d\u7684\u540d\u5355\n     * @param prefixValue\n     *\/\n    private static void refreshConf(String prefixValue) {\n        if (StringUtils.isNotEmpty(prefixValue)) {\n            String[] prefixArr = StringUtils.split(prefixValue, &quot;,&quot;);\n            Arrays.stream(prefixArr).forEach(item -&gt; PREFIX_SET.add(item));\n        }\n    }\n    @Pointcut(&quot;execution(* com.vivo.joint.dal.common.redis.dao.RedisDao.set*(..))&quot;)\n    public void point() {\n    }\n    @Around(&quot;point()&quot;)\n    public Object around(ProceedingJoinPoint pjp) throws Throwable {\n        \/\/\u4e1a\u52a1\u903b\u8f91\u5f02\u5e38\u60c5\u51b5\u76f4\u63a5\u629b\u5230\u4e1a\u52a1\u5c42\u5904\u7406\n        Object result = pjp.proceed();\n        try {\n            if (VivoConfigManager.getBoolean(&quot;joint.center.redis.monitor.switch&quot;, true)) {\n                Object[] args = pjp.getArgs();\n                if (null != args &amp;&amp; args.length &gt; 0) {\n                    String redisKey = String.valueOf(args[0]);\n                    if (VivoConfigManager.getBoolean(&quot;joint.center.redis.monitor.send.log.switch&quot;, true)) {\n                        LOGGER.info(&quot;\u66f4\u65b0redis\u7684\u7f13\u5b58 {}&quot;, redisKey);\n                    }\n                    String monitorKey = null;\n                    \/\/ \u5148\u6307\u5b9a\u524d\u7f00\u5339\u914d\n                    if (!PREFIX_SET.isEmpty()) {\n                        for (String prefix : PREFIX_SET) {\n                            if (StringUtils.startsWithIgnoreCase(redisKey, prefix)) {\n                                monitorKey = prefix;\n                                break;\n                            }\n                        }\n                    }\n                    if (StringUtils.isEmpty(monitorKey) &amp;&amp; StringUtils.contains(redisKey, &quot;:&quot;)) {\n                        \/\/ \u9700\u8981\u8003\u8651\u524d\u7f00\u7684\u683c\u5f0f\uff0c\u4fdd\u8bc1\u6570\u636e\u5199\u5165\u4e0d\u80fd\u81a8\u80c0\n                        monitorKey = StringUtils.substringBeforeLast(redisKey, &quot;:&quot;);\n                    }\n                    monitorComponent.sendRedisMonitorData(monitorKey);\n                }\n            }\n        } catch (Exception e) {\n        }\n        return result;\n    }\n}<\/code><\/pre>\n<pre><code>printf(&quot;hello world!&quot;);\n<\/code><\/pre>\n<p>\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li>\u901a\u8fc7 Aspect \u7684\u5207\u9762\u529f\u80fd\u5bf9 Redis \u7684\u6307\u5b9a\u64cd\u4f5c\u8fdb\u884c\u62e6\u622a\uff0c\u5982\u4e0a\u56fe\u4e2d\u7684 Set \u64cd\u4f5c\u7b49\uff0c\u53ef\u4ee5\u6309\u9700\u6269\u5c55\u5230\u5176\u4ed6\u64cd\u4f5c\uff08\u5305\u62ec get \u547d\u4ee4\u7b49\uff09\u3002<\/li>\n<li>\u9488\u5bf9\u524d\u7f00 key \u7684\u63d0\u53d6\u652f\u6301\u4e24\u4e2a\u7ef4\u5ea6\uff0c\u9ed8\u8ba4\u573a\u666f\u548c\u81ea\u5b9a\u4e49\u573a\u666f\uff0c\u5176\u4e2d\u5904\u7406\u4f18\u5148\u7ea7\u4e3a \u81ea\u5b9a\u4e49\u573a\u666f &gt; \u9ed8\u8ba4\u573a\u666f<\/li>\n<li>\u9ed8\u8ba4\u573a\u666f\u662f\u6307\u5982 Redis \u7684 Key \u4e3a A:B:C:UserId\uff0c\u4ece\u540e\u5f80\u524d\u5bfb\u627e\u540e\u5411\u7b2c\u4e00\u4e2a\u5206\u5272\u7b26\u8fdb\u884c\u5206\u5272\uff0cA:B:C:UserId \u5206\u5272\u540e\u7684\u6839\u636e\u524d\u7f00 A:B:C \u8fdb\u884c\u805a\u5408\u540e\u6570\u636e\u57cb\u70b9\u4e0a\u62a5\u3002<\/li>\n<li>\u81ea\u5b9a\u4e49\u573a\u666f\u5982 Redis\u7684 Key \u4e3a A:B:UserId\uff0c\u901a\u8fc7\u914d\u7f6e\u81ea\u5b9a\u4e49\u7684\u524d\u7f00 A:B \u6765\u5339\u914d\uff0cA:B:C:UserId \u6839\u636e\u81ea\u5b9a\u4e49\u7684\u524d\u7f00\u5206\u5272\u540e\u6839\u636e\u524d\u7f00 A:B \u8fdb\u884c\u805a\u5408\u540e\u6570\u636e\u57cb\u70b9\u4e0a\u62a5\u3002<\/li>\n<li>\u8003\u8651\u81ea\u5b9a\u4e49\u573a\u666f\u7684\u7075\u6d3b\u6027\uff0c\u76f8\u5173\u7684\u81ea\u5b9a\u4e49\u524d\u7f00\u901a\u8fc7\u914d\u7f6e\u4e2d\u5fc3\u5b9e\u65f6\u751f\u6548\u3002<\/li>\n<\/ul>\n<p>2.3 \u76d1\u63a7\u7684\u6848\u4f8b<\/p>\n<pre><code>public static final String REDISKEY_USER_POPUP_PLAN = &quot;popup:user:plan&quot;;\n  \n    public PopupWindowPlan findPlan(FindPlanParam param) {\n        String openId = param.getOpenId();\n        String imei = param.getImei();\n        String gamePackage = param.getGamePackage();\n        Integer planType = param.getPlanType();\n        String appId = param.getAppId();\n\n\n        \/\/ 1\u3001\u83b7\u53d6\u7f13\u5b58\u7684\u6570\u636e\n        PopupWindowPlan cachedPlan = getPlanFromCache(openId, imei, gamePackage, planType);\n        if (cachedPlan != null) {\n            monitorPopWinPlan(cachedPlan);\n        \n            return cachedPlan;\n        }\n\n        \/\/ 2\u3001\u672a\u547d\u4e2d\u6362\u6210\u540e\u4ece\u6301\u4e45\u5316\u90e8\u5206\u83b7\u53d6\u5bf9\u5e94\u7684 PopupWindowPlan \u5bf9\u8c61\n\n        \/\/ 3\u3001\u4fdd\u5b58\u5230Redis\u6362\u6210\n      setPlanToCache(openId, imei, gamePackage, plan);\n\n        return cachedPlan;\n    }\n\n    \/\/ \u4ece\u7f13\u5b58\u4e2d\u83b7\u53d6\u6570\u636e\u7684\u903b\u8f91\n    private PopupWindowPlan getPlanFromCache(String openId, String imei, String gamePackage, Integer planType) {\n\n        String key = RedisUtils.buildRedisKey(RedisKeyConstants.REDISKEY_USER_POPUP_PLAN, openId, imei, gamePackage, planType);\n        String cacheValue = redisDao.get(key);\n        if (StringUtils.isEmpty(cacheValue)) {\n            return null;\n        }\n\n        try {\n            PopupWindowPlan plan = objectMapper.readValue(cacheValue, PopupWindowPlan.class);\n            return plan;\n        } catch (Exception e) {\n        }\n\n        return null;\n    }\n\n    \/\/ \u4fdd\u5b58\u6570\u636e\u5230\u7f13\u5b58\u5f53\u4e2d\n    private void setPlanToCache(String openId, String imei, String gamePackage, PopupWindowPlan plan, Integer planType) {\n\n        String key = RedisUtils.buildRedisKey(RedisKeyConstants.REDISKEY_USER_POPUP_PLAN, openId, imei, gamePackage, planType);\n        try {\n            String serializedStr = objectMapper.writeValueAsString(plan);\n            redisDao.set(key, serializedStr, VivoConfigManager.getInteger(ConfigConstants.POPUP_PLAN_CACHE_EXPIRE_TIME, 300));\n        } catch (Exception e) {\n        }\n    }<\/code><\/pre>\n<p>\u5de6\u53f3\u6ed1\u52a8\u67e5\u770b\u5b8c\u6574\u4ee3\u7801<\/p>\n<p>\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li>\u5982\u76d1\u63a7\u5b9e\u73b0\u90e8\u5206\u6240\u8ff0\uff0c\u901a\u8fc7 Redis Key \u7684\u524d\u7f00\u805a\u5408\u76d1\u63a7\uff0c\u80fd\u591f\u53d1\u73b0\u67d0\u4e00\u7c7b\u4e1a\u52a1\u573a\u666f\u7684 Redis \u7684\u5199\u8bf7\u6c42\u6570\uff0c\u8fdb\u800c\u53d1\u73b0 Redis \u7684\u65e0\u6548\u4f7f\u7528\u573a\u666f\u3002<\/li>\n<li>\u4e0a\u8ff0\u6848\u4f8b\u662f\u5178\u578b\u7684Redis\u7684\u7f13\u5b58\u4f7f\u7528\u573a\u666f\uff1a1.\u8bbf\u95ee Redis \u7f13\u5b58\uff1b2.\u82e5\u547d\u4e2d\u5219\u76f4\u63a5\u8fd4\u56de\u7ed3\u679c\uff1b3\u3001\u5982\u672a\u547d\u4e2d\u5219\u67e5\u8be2\u6301\u4e45\u5316\u5b58\u50a8\u83b7\u53d6\u6570\u636e\u5e76\u5199\u5165 Redis \u7f13\u5b58\u3002<\/li>\n<li>\u4ece\u4e1a\u52a1\u76d1\u63a7\u7684\u5927\u76d8\u53d1\u73b0\u524d\u7f00 popup:user:plan \u5b58\u5728\u5927\u91cf\u7684 set \u64cd\u4f5c\u547d\u4ee4\uff0c\u6309\u7167\u7f13\u5b58\u8bfb\u591a\u5199\u5c11\u7684\u539f\u5219\uff0c\u8be5\u573a\u666f\u6807\u660e\u8be5\u7f13\u5b58\u7684\u8bbe\u8ba1\u662f\u65e0\u6548\u7684\u3002<\/li>\n<li>\u901a\u8fc7\u4e1a\u52a1\u5206\u6790\u540e\uff0c\u53d1\u73b0\u5728\u6e38\u620f\u7684\u4e1a\u52a1\u573a\u666f\u4e2d \u7528\u6237\u7ef4\u5ea6+\u6e38\u620f\u7ef4\u5ea6 \u4e0d\u5b58\u57285\u5206\u949f\u91cd\u590d\u8bbf\u95ee\u7f13\u5b58\u7684\u573a\u666f\uff0c\u786e\u8ba4\u7f13\u5b58\u7684\u65e0\u6548\u3002<\/li>\n<li>\u786e\u8ba4\u7f13\u5b58\u65e0\u6548\u540e\uff0c\u5220\u9664\u76f8\u5173\u7684\u7f13\u5b58\u903b\u8f91\uff0c\u964d\u4f4e\u4e86 Redis Server \u7684\u8d1f\u8f7d\u540e\u5e76\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u63a5\u53e3\u7684\u54cd\u5e94\u65f6\u95f4\u3002<\/li>\n<\/ul>\n<p><strong>\u4e09\u3001\u672c\u5730\u7f13\u5b58\u7684\u76d1\u63a7\u4ecb\u7ecd<\/strong><\/p>\n<p>3.1\u00a0\u76d1\u63a7\u7684\u65b9\u6848<\/p>\n<p>3.1.1\u00a0\u76d1\u63a7\u76ee\u7684<\/p>\n<ul>\n<li>\u4ece\u5b8f\u89c2\u6765\u8bb2\u76d1\u63a7\u672c\u8d28\u76ee\u7684\u662f\u4e3a\u4e86\u53ca\u65f6\u53d1\u73b0\u5b9a\u4f4d\u5e76\u89e3\u51b3\u95ee\u9898\uff0c\u5728\u6210\u672c\u53ef\u63a7\u7684\u524d\u63d0\u4e0b\u76d1\u63a7\u7ef4\u5ea6\u5c3d\u53ef\u80fd\u4e30\u5bcc\u3002<\/li>\n<li>\u805a\u7126\u5230 Caffeine \u7684\u7ef4\u5ea6\uff0c\u76d1\u63a7\u6307\u6807\u5305\u62ec\u7f13\u5b58\u7684\u8bf7\u6c42\u6b21\u6570\u3001\u547d\u4e2d\u7387\uff0c\u672a\u547d\u4e2d\u7387\u7b49\u6307\u6807\u3002<\/li>\n<li>Caffeine \u76ee\u524d\u6700\u5e38\u89c1\u7684\u95ee\u9898\u662f\uff1a\u7f13\u5b58\u8bbe\u7f6e\u4e0d\u5408\u7406\u5bfc\u81f4\u7f13\u5b58\u7a7f\u900f\u5f15\u53d1\u7684\u7cfb\u7edf\u95ee\u9898\u3002<\/li>\n<\/ul>\n<p>3.1.2 \u76d1\u63a7\u65b9\u6848<\/p>\n<ul>\n<li>\u76ee\u524d\u4ece\u76d1\u63a7\u7684\u7ef4\u5ea6\u8fdb\u884c\u5206\u6790\uff0c\u6309\u7167\u673a\u5668\u7ef4\u5ea6+\u7f13\u5b58\u5b9e\u4f8b\u8fdb\u884c\u76d1\u63a7\u6307\u6807\u91c7\u96c6\uff0c\u5176\u4e2d\u76d1\u63a7\u6307\u6807\u7684\u91c7\u96c6\u57fa\u4e8e Caffeine \u7684 recordStats \u529f\u80fd\u5f00\u542f\u3002<\/li>\n<li>\u57fa\u4e8e caffeine \u7684\u539f\u751f\u80fd\u529b\u5b9a\u5236\u7684 vivo-caffeine \u96c6\u6210\u4e86\u5355\u673a\u5668\u7ef4\u5ea6+\u5355\u7f13\u5b58\u5b9e\u4f8b\u7684\u6307\u6807\u6570\u636e\u7684\u91c7\u96c6\u548c\u4e0a\u62a5\u529f\u80fd\u3002<\/li>\n<li>vivo-caffeine \u4e0a\u62a5\u7684\u6570\u636e\u4f1a\u6309\u7167\u5355\u673a\u5668+\u5355\u7f13\u5b58\u5b9e\u4f8b\u7ef4\u5ea6\u8fdb\u884c\u5927\u76d8\u5c55\u793a\uff0c\u652f\u6301\u5168\u91cf\u6307\u6807\u7684\u67e5\u8be2\u529f\u80fd\u3002<\/li>\n<li>vivo-caffeine \u7684\u4e0a\u62a5\u7684\u6570\u636e\u548c\u516c\u53f8\u7ea7\u7684\u544a\u8b66\u529f\u80fd\u76f8\u7ed3\u5408\uff0c\u4f8b\u5982\u9488\u5bf9\u7f13\u5b58\u672a\u547d\u4e2d\u7387\u8fdb\u884c\u76d1\u63a7\u5c31\u80fd\u5f88\u5feb\u53d1\u73b0\u7f13\u5b58\u7a7f\u900f\u7684\u95ee\u9898\u3002<\/li>\n<\/ul>\n<p>3.1.3 \u76d1\u63a7\u5927\u76d8<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000046304587\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000046304588\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u3010Caffeine \u7cfb\u7edf\u76d1\u63a7\u6307\u6807\u3011<\/p>\n<p>\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li>vivo-caffeine \u6309\u7167\u5355\u673a\u5668 + \u7f13\u5b58\u5b9e\u4f8b\u7ef4\u5ea6\u8fdb\u884c\u76d1\u63a7\u6570\u636e\u7684\u4e0a\u62a5\u5e76\u8fdb\u884c\u5c55\u793a\u3002<\/li>\n<li>\u6240\u6709\u7684\u7cfb\u7edf\u6307\u6807\u90fd\u652f\u6301\u67e5\u8be2\u5e76\u4ee5\u56fe\u7247\u7684\u5f62\u5f0f\u8fdb\u884c\u5c55\u793a\u3002<\/li>\n<\/ul>\n<p>3.2 \u76d1\u63a7\u7684\u5b9e\u73b0<\/p>\n<pre><code>public final class Caffeine&lt;K, V&gt; {\n \n  \/**\n   * caffeine\u7684\u5b9e\u4f8b\u540d\u79f0\n   *\/\n  String instanceName;\n \n  \/**\n   * caffeine\u7684\u5b9e\u4f8b\u7ef4\u62a4\u7684Map\u4fe1\u606f\n   *\/\n  static Map&lt;String, Cache&gt; cacheInstanceMap = new ConcurrentHashMap&lt;&gt;();\n \n  @NonNull\n  public &lt;K1 extends K, V1 extends V&gt; Cache&lt;K1, V1&gt; build() {\n    requireWeightWithWeigher();\n    requireNonLoadingCache();\n \n    @SuppressWarnings(&quot;unchecked&quot;)\n    Caffeine&lt;K1, V1&gt; self = (Caffeine&lt;K1, V1&gt;) this;\n    Cache localCache =  isBounded() ? new BoundedLocalCache.BoundedLocalManualCache&lt;&gt;(self) : new UnboundedLocalCache.UnboundedLocalManualCache&lt;&gt;(self);\n \n    if (null != localCache &amp;&amp; StringUtils.isNotEmpty(localCache.getInstanceName())) {\n      cacheInstanceMap.put(localCache.getInstanceName(), localCache);\n    }\n \n    return localCache;\n  }\n}\n\n\nstatic Cache&lt;String, List&lt;String&gt;&gt; accountWhiteCache = Caffeine.newBuilder().applyName(&quot;accountWhiteCache&quot;)\n            .expireAfterWrite(VivoConfigManager.getInteger(&quot;trade.account.white.list.cache.ttl&quot;, 10), TimeUnit.MINUTES)\n            .recordStats().maximumSize(VivoConfigManager.getInteger(&quot;trade.account.white.list.cache.size&quot;, 100)).build();<\/code><\/pre>\n<p>\u5de6\u53f3\u6ed1\u52a8\u67e5\u770b\u5b8c\u6574\u4ee3\u7801<\/p>\n<p>\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li>Caffeine \u7684\u6309\u7f13\u5b58\u5b9e\u4f8b\u8fdb\u884c\u6307\u6807\u91c7\u96c6\u7684\u524d\u63d0\u662f\u9700\u8981\u5168\u5c40\u7ef4\u62a4\u7f13\u5b58\u5b9e\u4f8b\u548c\u5bf9\u5e94\u7684 instanceName \u4e4b\u95f4\u7684\u5173\u8054\u5173\u7cfb\u3002<\/li>\n<li>Caffeine \u5728\u7f13\u5b58\u521b\u5efa\u7684\u65f6\u5019\u4f1a\u8bbe\u7f6e\u5b9e\u4f8b\u7684\u540d\u79f0\uff0c\u901a\u8fc7 applyName \u65b9\u6cd5\u8bbe\u7f6e\u5b9e\u4f8b\u540d\u79f0\u3002<\/li>\n<\/ul>\n<pre><code>public static StatsData getCacheStats(String instanceName) {\n \n    Cache cache = Caffeine.getCacheByInstanceName(instanceName);\n \n    CacheStats cacheStats = cache.stats();\n    StatsData statsData = new StatsData();\n \n    statsData.setInstanceName(instanceName);\n    statsData.setTimeStamp(System.currentTimeMillis()\/1000);\n    statsData.setMemoryUsed(String.valueOf(cache.getMemoryUsed()));\n    statsData.setEstimatedSize(String.valueOf(cache.estimatedSize()));\n    statsData.setRequestCount(String.valueOf(cacheStats.requestCount()));\n    statsData.setHitCount(String.valueOf(cacheStats.hitCount()));\n    statsData.setHitRate(String.valueOf(cacheStats.hitRate()));\n    statsData.setMissCount(String.valueOf(cacheStats.missCount()));\n    statsData.setMissRate(String.valueOf(cacheStats.missRate()));\n    statsData.setLoadCount(String.valueOf(cacheStats.loadCount()));\n    statsData.setLoadSuccessCount(String.valueOf(cacheStats.loadSuccessCount()));\n    statsData.setLoadFailureCount(String.valueOf(cacheStats.loadFailureCount()));\n    statsData.setLoadFailureRate(String.valueOf(cacheStats.loadFailureRate()));\n \n    Optional&lt;Eviction&gt; optionalEviction = cache.policy().eviction();\n    optionalEviction.ifPresent(eviction -&gt; statsData.setMaximumSize(String.valueOf(eviction.getMaximum())));\n \n    Optional&lt;Expiration&gt; optionalExpiration = cache.policy().expireAfterWrite();\n    optionalExpiration.ifPresent(expiration -&gt; statsData.setExpireAfterWrite(String.valueOf(expiration.getExpiresAfter(TimeUnit.SECONDS))));\n \n    optionalExpiration = cache.policy().expireAfterAccess();\n    optionalExpiration.ifPresent(expiration -&gt; statsData.setExpireAfterAccess(String.valueOf(expiration.getExpiresAfter(TimeUnit.SECONDS))));\n \n    optionalExpiration = cache.policy().refreshAfterWrite();\n    optionalExpiration.ifPresent(expiration -&gt; statsData.setRefreshAfterWrite(String.valueOf(expiration.getExpiresAfter(TimeUnit.SECONDS))));\n \n    return statsData;\n}<\/code><\/pre>\n<p>\u5de6\u53f3\u6ed1\u52a8\u67e5\u770b\u5b8c\u6574\u4ee3\u7801<\/p>\n<p>\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li>\u76d1\u63a7\u6307\u6807\u7684\u91c7\u96c6\u57fa\u4e8e Caffeine \u539f\u751f\u7684\u7edf\u8ba1\u529f\u80fd CacheStats\u3002<\/li>\n<li>\u6240\u6709\u91c7\u96c6\u7684\u6307\u6807\u5c01\u88c5\u6210\u4e00\u4e2a\u7edf\u8ba1\u5bf9\u8c61 StatsData \u8fdb\u884c\u4e0a\u62a5\u3002<\/li>\n<\/ul>\n<pre><code>public static void sendReportData() {\n \n    try {\n        if (!VivoConfigManager.getBoolean(&quot;memory.caffeine.data.report.switch&quot;, true)) {\n            return;\n        }\n \n        \/\/ 1\u3001\u83b7\u53d6\u6240\u6709\u7684cache\u5b9e\u4f8b\u5bf9\u8c61\n        Method listCacheInstanceMethod = HANDLER_MANAGER_CLASS.getMethod(&quot;listCacheInstance&quot;, null);\n        List&lt;String&gt; instanceNames = (List)listCacheInstanceMethod.invoke(null, null);\n        if (CollectionUtils.isEmpty(instanceNames)) {\n            return;\n        }\n \n        String appName = System.getProperty(&quot;app.name&quot;);\n        String localIp = getLocalIp();\n        String localPort = String.valueOf(NetPortUtils.getWorkPort());\n        ReportData reportData = new ReportData();\n        InstanceData instanceData = new InstanceData();\n        instanceData.setAppName(appName);\n        instanceData.setIp(localIp);\n        instanceData.setPort(localPort);\n \n        \/\/ 2\u3001\u904d\u5386cache\u5b9e\u4f8b\u5bf9\u8c61\u83b7\u53d6\u7f13\u5b58\u76d1\u63a7\u6570\u636e\n        Method getCacheStatsMethod = HANDLER_MANAGER_CLASS.getMethod(&quot;getCacheStats&quot;, String.class);\n        Map&lt;String, StatsData&gt; statsDataMap = new HashMap&lt;&gt;();\n        instanceNames.stream().forEach(instanceName -&gt; {\n \n            try {\n                StatsData statsData = (StatsData)getCacheStatsMethod.invoke(null, instanceName);\n \n                statsDataMap.put(instanceName, statsData);\n            } catch (Exception e) {\n \n            }\n        });\n \n        \/\/ 3\u3001\u6784\u5efa\u4e0a\u62a5\u5bf9\u8c61\n        reportData.setInstanceData(instanceData);\n        reportData.setStatsDataMap(statsDataMap);\n \n        \/\/ 4\u3001\u53d1\u9001Http\u7684POST\u8bf7\u6c42\n        HttpPost httpPost = new HttpPost(getReportDataUrl());\n        httpPost.setConfig(requestConfig);\n \n        StringEntity stringEntity = new StringEntity(JSON.toJSONString(reportData));\n        stringEntity.setContentType(&quot;application\/json&quot;);\n        httpPost.setEntity(stringEntity);\n \n        HttpResponse response = httpClient.execute(httpPost);\n        String result = EntityUtils.toString(response.getEntity(),&quot;UTF-8&quot;);\n        EntityUtils.consume(response.getEntity());\n \n        logger.info(&quot;Caffeine \u6570\u636e\u4e0a\u62a5\u6210\u529f URL {} \u53c2\u6570 {} \u7ed3\u679c {}&quot;, getReportDataUrl(), JSON.toJSONString(reportData), result);\n    } catch (Throwable throwable) {\n        logger.error(&quot;Caffeine \u6570\u636e\u4e0a\u62a5\u5931\u8d25 URL {} &quot;, getReportDataUrl(), throwable);\n    }\n}<\/code><\/pre>\n<p>\u5de6\u53f3\u6ed1\u52a8\u67e5\u770b\u5b8c\u6574\u4ee3\u7801<\/p>\n<p>\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li>\u6bcf\u4e2a\u5e94\u7528\u5355\u72ec\u7684\u90e8\u7f72\u7684\u670d\u52a1\u4f5c\u4e3a\u4e00\u4e2a\u91c7\u96c6\u70b9\uff0c\u8fdb\u884c\u6307\u6807\u7684\u91c7\u96c6\u548c\u4e0a\u62a5\u3002<\/li>\n<li>\u91c7\u96c6\u8fc7\u7a0b\u662f\u83b7\u53d6\u5f53\u524d\u90e8\u7f72\u7684\u5e94\u7528\u4e0b\u7684\u6240\u6709\u7f13\u5b58\u5b9e\u4f8b\u5e76\u8fdb\u884c\u6307\u6807\u7684\u91c7\u96c6\u5c01\u88c5\u3002<\/li>\n<li>\u6574\u4f53\u4e0a\u62a5\u91c7\u7528 Http \u534f\u8bae\u8fdb\u884c\u4e0a\u62a5\u5e76\u6700\u7ec8\u5c55\u793a\u5230\u76d1\u63a7\u5e73\u53f0\u3002<\/li>\n<\/ul>\n<p>3.3 \u76d1\u63a7\u7684\u6848\u4f8b<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000046304589\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li>\u67d0\u6b21\u7ebf\u4e0a\u95ee\u9898\u53d1\u751f\u65f6\u53d1\u73b0\u7a81\u7136\u591a\u51fa\u4e86\u5927\u91cf\u7684 Redis \u7684\u8bf7\u6c42\uff0c\u4f46\u662f\u65e0\u6cd5\u5177\u4f53\u5b9a\u4f4d\u8bf7\u6c42\u7684 Redis \u7684\u524d\u7f00 key\uff0c\u8bbe\u60f3\u5982\u679c\u63a5\u5165\u4e86 Redis \u7684\u4e1a\u52a1\u76d1\u63a7\uff0c\u95ee\u9898\u6765\u6e90\u5c31\u80fd\u5f88\u5feb\u5b9a\u4f4d\u3002<\/li>\n<li>\u5728\u540e\u7eed\u7684\u95ee\u9898\u6392\u67e5\u4e2d\u53d1\u73b0\u67d0\u4e2a Caffeine \u7684\u672c\u5730\u7f13\u5b58\u56e0\u4e3a\u5927\u5c0f\u8bbe\u7f6e\u8fc7\u5c0f\u5bfc\u81f4\u5927\u91cf\u7684\u672c\u5730\u8bf7\u6c42\u7f13\u5b58\u7a7f\u900f\u5bfc\u81f4 Redis \u7684\u8bf7\u6c42\u91cf\u7a81\u589e\uff0c\u6700\u7ec8\u5bfc\u81f4 Redis \u7684\u670d\u52a1\u63a5\u8fd1\u5d29\u6e83\u3002<\/li>\n<li>\u9488\u5bf9\u672c\u5730\u7f13\u5b58\u7a7f\u900f\u7684\u573a\u666f\uff0c\u5982\u679c\u91c7\u7528 Caffeine \u7684\u672c\u5730\u7f13\u5b58\u76d1\u63a7\u65b9\u6848\uff0c\u80fd\u591f\u4ece\u7f13\u5b58\u7684\u547d\u4e2d\u7387\u6307\u6807\u548c\u7f13\u5b58\u7684\u672a\u547d\u4e2d\u7387\u6307\u6807\u7a81\u589e\u7a81\u964d\u4e2d\u53d1\u73b0\u95ee\u9898\u6839\u6e90\u3002<\/li>\n<\/ul>\n<p><strong>\u56db\u3001\u7ed3\u675f\u8bed<\/strong><\/p>\n<ul>\n<li>\u672c\u7bc7\u5185\u5bb9\u662f\u57fa\u4e8e\u7ebf\u4e0a\u771f\u5b9e\u6848\u4f8b\u5206\u4eab\u6e38\u620f\u4e1a\u52a1\u4fa7\u5728\u7f13\u5b58\u76d1\u63a7\u6cbb\u7406\u65b9\u9762\u7684\u6709\u6548\u5b9e\u8df5\uff0c\u76d1\u63a7\u6cbb\u7406\u672c\u8eab\u662f\u4e00\u4e2a\u672a\u96e8\u7ef8\u7f2a\u7684\u8fc7\u7a0b\u3002\u5728\u6ca1\u6709\u7ebf\u4e0a\u95ee\u9898\u53d1\u751f\u65f6\u770b\u4f3c\u4e0d\u91cd\u8981\uff0c\u4f46\u4e00\u65e6\u53d1\u751f\u65e0\u6cd5\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u53c8\u4f1a\u5bfc\u81f4\u95ee\u9898\u7684\u653e\u5927\uff0c\u56e0\u6b64\u5b8c\u5584\u7684\u7f13\u5b58\u76d1\u63a7\u6574\u7406\u5176\u5b9e\u662f\u975e\u5e38\u6709\u5fc5\u8981\u7684\u3002<\/li>\n<li>Redis \u7684\u524d\u7f00 key \u7684\u76d1\u63a7\u601d\u8def\u662f\u6e38\u620f\u4e1a\u52a1\u670d\u52a1\u7aef\u5728\u4f18\u5316Redis \u7684\u4f7f\u7528\u6548\u7387\u7684\u8fc7\u7a0b\u4e2d\u53d1\u73b0\u7684\u4e00\u4e2a\u8f83\u597d\u7684\u5b9e\u8df5\uff0c\u9010\u6b65\u5ef6\u4f38\u540e\u53d1\u73b0\u8fd9\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u76d1\u63a7\u624b\u6bb5\uff0c\u80fd\u591f\u901a\u8fc7\u7a81\u589e\u7684\u8d8b\u52bf\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u3002<\/li>\n<li>\u57fa\u4e8e Caffeine \u7684\u539f\u751f\u80fd\u529b\u5b9a\u5236\u7684\u76d1\u63a7\u6307\u6807\u91c7\u96c6\u662f\u6e38\u620f\u4e1a\u52a1\u670d\u52a1\u7aef\u5728\u63a2\u7d22 Caffeine \u53ef\u89c6\u5316\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u7684\u4e00\u4e2a\u63a2\u7d22\u843d\u5730\uff0c\u5c06\u6574\u4e2a\u7f13\u5b58\u5b9e\u4f8b\u7684\u8fd0\u884c\u6001\u8fdb\u884c\u5b8c\u6574\u5448\u73b0\uff0c\u4e3a\u4e1a\u52a1\u7a33\u5b9a\u6027\u8d21\u732e\u529b\u91cf\u3002<\/li>\n<li>\u76f8\u4fe1\u4e1a\u5185\u540c\u4ec1\u4f1a\u6709\u66f4\u591a\u66f4\u597d\u7684\u5b9e\u8df5\uff0c\u76f8\u4e92\u5206\u4eab\u5171\u540c\u8fdb\u6b65\uff0c\u5171\u52c9\u3002<\/li>\n<\/ul>\n<p><a href=\"https:\/\/segmentfault.com\/a\/1190000046304583\">https:\/\/segmentfault.com\/a\/1190000046304583<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005\uff1a\u6765\u81ea vivo \u4e92\u8054\u7f51\u670d\u52a1\u5668\u56e2\u961f- Wang Zhi \u901a\u8fc7\u5bf9 Redis \u548c Caffeine \u7684\u7f13\u5b58\u76d1 [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-10020677","post","type-post","status-publish","format-standard","hentry","category-share"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10020677","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"}],"author":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10020677"}],"version-history":[{"count":0,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10020677\/revisions"}],"wp:attachment":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10020677"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10020677"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10020677"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}