
#背景
##表结构
```
CREATE TABLE `zb_interface_logs_35` (
`id` int(10) unsigned NOT NULL AUTO_INCREMENT,
`url` varchar(255) NOT NULL COMMENT '接口地址',
`param` text NOT NULL COMMENT '提交参数',
`response` longtext NOT NULL COMMENT '返回信息',
`interface_type` tinyint(3) unsigned NOT NULL DEFAULT '0' COMMENT '接口类型:0.发送短信, 10.百度, 20.阿里, 30.纳米',
`ip` varchar(45) NOT NULL DEFAULT '' COMMENT '请求ip',
`created_at` timestamp NULL DEFAULT NULL,
`updated_at` timestamp NULL DEFAULT NULL,
PRIMARY KEY (`id`),
KEY `interface_logs_35_interface_type_index` (`interface_type`)
) ENGINE=InnoDB AUTO_INCREMENT=6910328 DEFAULT CHARSET=utf8
```
##
数据3718534条,13.52G
#分析
```
EXPLAIN SELECT id, created_at, response FROM `zb_interface_logs_31` WHERE interface_type=32 AND id BETWEEN 3484981 AND 3560959 LIMIT 3
```
#结果

#实际时间

#分析
```
EXPLAIN SELECT id, created_at, response FROM `zb_interface_logs_31` WHERE interface_type=32 AND id > 3484981 LIMIT 3
```
#结果

#实际时间

```
CREATE TABLE `cmf_users` (
`id` bigint(20) unsigned NOT NULL AUTO_INCREMENT,
`user_login` varchar(60) CHARACTER SET utf8mb4 NOT NULL DEFAULT '' COMMENT '用户名',
`user_pass` varchar(64) NOT NULL DEFAULT '' COMMENT '登录密码;sp_password加密',
`user_nicename` varchar(50) CHARACTER SET utf8mb4 NOT NULL DEFAULT '' COMMENT '用户美名',
`user_email` varchar(100) NOT NULL DEFAULT '' COMMENT '登录邮箱',
`user_url` varchar(100) NOT NULL DEFAULT '' COMMENT '用户个人网站',
`avatar` varchar(255) NOT NULL DEFAULT '' COMMENT '用户头像',
`avatar_thumb` varchar(255) NOT NULL DEFAULT '' COMMENT '小头像',
`sex` smallint(1) DEFAULT '2' COMMENT '性别;0:保密,1:男;2:女',
`birthday` varchar(50) DEFAULT '' COMMENT '生日',
`signature` varchar(255) CHARACTER SET utf8mb4 DEFAULT '' COMMENT '个性签名',
`last_login_ip` varchar(16) NOT NULL DEFAULT '' COMMENT '最后登录ip',
`last_login_time` datetime DEFAULT NULL COMMENT '最后登录时间',
`create_time` datetime NOT NULL COMMENT '注册时间',
`user_activation_key` varchar(60) NOT NULL DEFAULT '' COMMENT '激活码',
`user_status` int(11) NOT NULL DEFAULT '1' COMMENT '用户状态 0:禁用; 1:正常 ;2:未验证',
`score` int(11) NOT NULL DEFAULT '0' COMMENT '用户积分',
`user_type` smallint(1) NOT NULL DEFAULT '1' COMMENT '用户类型,1:admin ;2:会员',
`coin` bigint(20) unsigned NOT NULL DEFAULT '0' COMMENT '金币',
`mobile` varchar(20) NOT NULL DEFAULT '' COMMENT '手机号',
`token` varchar(50) NOT NULL DEFAULT '' COMMENT '授权token',
`expiretime` int(12) NOT NULL DEFAULT '0' COMMENT 'token 到期时间',
`consumption` bigint(20) unsigned NOT NULL DEFAULT '0' COMMENT '消费总额',
`votes` decimal(20,2) unsigned NOT NULL DEFAULT '0.00' COMMENT '映票余额',
`votestotal` bigint(20) unsigned NOT NULL DEFAULT '0' COMMENT '映票总额',
`province` varchar(255) NOT NULL DEFAULT '' COMMENT '省份',
`city` varchar(255) NOT NULL DEFAULT '' COMMENT '城市',
`isrecommend` tinyint(1) NOT NULL DEFAULT '0' COMMENT '0 未推荐 1 推荐',
`openid` varchar(255) NOT NULL DEFAULT '' COMMENT '三方标识',
`login_type` varchar(20) NOT NULL DEFAULT 'phone' COMMENT '注册方式',
`iszombie` tinyint(1) NOT NULL DEFAULT '0' COMMENT '是否开启僵尸粉',
`isrecord` tinyint(1) NOT NULL DEFAULT '0' COMMENT '是否开起回放',
`iszombiep` tinyint(1) NOT NULL DEFAULT '0' COMMENT '是否僵尸粉',
`issuper` tinyint(1) NOT NULL DEFAULT '0' COMMENT '是否超管',
`ishot` tinyint(1) NOT NULL DEFAULT '1' COMMENT '是否热门显示',
`goodnum` varchar(255) NOT NULL DEFAULT '0' COMMENT '当前装备靓号',
`source` varchar(255) NOT NULL DEFAULT 'pc' COMMENT '注册来源',
`location` varchar(255) NOT NULL DEFAULT '' COMMENT '所在地',
`modify_num` tinyint(10) unsigned NOT NULL DEFAULT '0' COMMENT '修改用户名的次数',
`cash_password` varchar(50) NOT NULL DEFAULT '' COMMENT '提现密码',
`channel` varchar(255) NOT NULL DEFAULT '' COMMENT '渠道',
`district` varchar(255) NOT NULL DEFAULT '' COMMENT '区',
`wechat_nicename` varchar(255) CHARACTER SET utf8mb4 NOT NULL DEFAULT '' COMMENT '微信昵称',
PRIMARY KEY (`id`),
UNIQUE KEY `user_login` (`user_login`),
KEY `index_ishot_isrecommend` (`ishot`,`isrecommend`),
KEY `user_nicename` (`user_nicename`),
KEY `idx_token_usertype_expiretime` (`token`,`user_type`,`expiretime`)
) ENGINE=InnoDB AUTO_INCREMENT=80260 DEFAULT CHARSET=utf8 ROW_FORMAT=DYNAMIC
```
```
SELECT token, expiretime FROM cmf_users WHERE token = ? AND user_type = ? LIMIT ?
ALTER TABLE `yunbao`.`cmf_users` ADD INDEX `idx_token_usertype_expiretime` (`token`, `user_type`, `expiretime`);
```