mysql InnoDB uuid 主键 性能优化【实践篇】.md mysql InnoDB UUID 主键 性能优化【实践篇】.md 有序uuid mysql InnoDB UUID 主键 性能优化【原理篇】.md mysql InnoDB UUID 主键 性能优化【性能分析篇】.mdjava
###1. java生成32位uuid和从新排序 uuid 36为 去掉-为32位mysql
import com.google.common.base.CharMatcher; import com.fasterxml.uuid.EthernetAddress; import com.fasterxml.uuid.Generators; public class UuidUtils { public static final TimeBasedGenerator UUID_GENERATOR = Generators.timeBasedGenerator(EthernetAddress.fromInterface()); public static String getUuidByJugOrdered() { Logger LOGGER = LoggerFactory.getLogger(BasePojo4String.class); UUID uuidJug = UUID_GENERATOR.generate(); String uuid = uuidJug.toString(); uuid = uuid.substring(14, 19) + uuid.substring(9, 14) + uuid.substring(19, 24) + uuid .substring(24) + "-" + uuid.substring(0, 8); return CharMatcher.anyOf("-").removeFrom(uuid); } }
转换结果示例sql
原始uuid 22886ea0-0048-11e5-9e24-fcaa1490706f 转换后 11e5-0048-9e24-fcaa1490706f-22886ea0 原始uuid 229c92e1-0048-11e5-9e24-fcaa1490706f 转换后 11e5-0048-9e24-fcaa1490706f-229c92e1 原始uuid 22b37642-0048-11e5-9e24-fcaa1490706f 转换后 11e5-0048-9e24-fcaa1490706f-22b37642 原始uuid 22ca80b3-0048-11e5-9e24-fcaa1490706f 转换后 11e5-0048-9e24-fcaa1490706f-22ca80b3 原始uuid 22de08b4-0048-11e5-9e24-fcaa1490706f 转换后 11e5-0048-9e24-fcaa1490706f-22de08b4
###2.mysql二进制存储 表主键字段json
c_id BINARY(16) NOT NULL COMMENT 'ID',PRIMARY KEY (c_id) binary的意思就是按原始的二进制方式存储,只存储二进制的信息
转换函数【32位字符<-->16字节】性能优化
DELIMITER $$ DROP FUNCTION IF EXISTS toBinaryUuid $$ CREATE FUNCTION toBinaryUuid($data VARCHAR(36)) RETURNS binary(16) DETERMINISTIC NO SQL BEGIN DECLARE $result BINARY(16) DEFAULT NULL; IF $data IS NOT NULL THEN SET $data = REPLACE($data,'-',''); SET $result = UNHEX($data); END IF; RETURN $result; END $$ DROP FUNCTION IF EXISTS toUuid $$ CREATE FUNCTION toUuid($data BINARY(16)) RETURNS char(36) CHARSET utf8 DETERMINISTIC NO SQL BEGIN DECLARE $result CHAR(36) DEFAULT NULL; IF $data IS NOT NULL THEN SET $result = HEX($data); END IF; RETURN $result; END $$ DELIMITER ; -- 测试 SELECT toBinaryUuid('11e500322d38f45fa67dfcaa1490706f'); SELECT toUuid(toBinaryUuid('11e500322d38f45fa67dfcaa1490706f'));
###3.测试数据 测试表函数
DROP TABLE IF EXISTS poi_action_data CASCADE; CREATE TABLE poi_action_data ( c_id BINARY(16) NOT NULL COMMENT 'ID', c_user_id VARCHAR (80) NOT NULL COMMENT '用户ID', c_product_id VARCHAR (32) NOT NULL COMMENT '产品ID', c_project_id VARCHAR (32) COMMENT '项目ID', c_type CHAR (1) NOT NULL COMMENT '动做类型,a=行为动做action,b=业务动做biz', c_action_id VARCHAR (32) NOT NULL COMMENT '动做编码', c_value VARCHAR (2000) COMMENT '指标值', c_time TIMESTAMP COMMENT '修改时间', c_product_version VARCHAR (32) COMMENT '产品版本', c_log_id VARCHAR (32) NOT NULL COMMENT '日志ID', c_json VARCHAR (500) COMMENT 'json格式扩展信息', c_tag1 VARCHAR (32) COMMENT '冗余字段1', c_tag2 VARCHAR (32) COMMENT '冗余字段2', PRIMARY KEY (c_product_id,c_time,c_id) -- ,CONSTRAINT poi_ad_log_id FOREIGN KEY (c_log_id) REFERENCES poi_action_log (c_id) ON DELETE RESTRICT ) ENGINE = INNODB COMMENT = '解析后的动做数据,时长、次数、业务量等';
插入数据、查询数据性能
INSERT INTO poi_action_data (c_id, c_user_id, c_product_id, c_project_id, c_type, c_action_id, c_value, c_time, c_product_version, c_log_id, c_json, c_tag1, c_tag2) VALUES (uuidToBinary('11e5003f0da3b434b5e7fcaa1490706f'), '1', '17', NULL, 'a', '12', '1', '2015-04-13 11:06:57', '10', '11e5003f0a850f10b5e7fcaa1490706f', NULL, NULL, NULL); SELECT toUuid(c_id) FROM poi_action_data;
###4. mysql uuid测试
DELIMITER $$ DROP FUNCTION IF EXISTS toOrderedUuid $$ CREATE FUNCTION toOrderedUuid(uuid BINARY(36)) RETURNS binary(16) DETERMINISTIC RETURN UNHEX(CONCAT(SUBSTR(uuid, 15, 4),SUBSTR(uuid, 10, 4),SUBSTR(uuid, 1, 8),SUBSTR(uuid, 20, 4),SUBSTR(uuid, 25)))$$ DELIMITER ; -- SELECT toOrderedUuid(UUID()),LENGTH(toOrderedUuid(UUID()));