MySQL是一個開源的關系型數據庫管理系統,常用于Web應用程序的數據存儲和管理。為了提高MySQL的查詢效率,經常需要對數據進行分表。下面介紹三種常見的MySQL分表方案:
方案一:按時間或編號分表
CREATE TABLE mytable_202101 ( id BIGINT(20) UNSIGNED NOT NULL AUTO_INCREMENT, name VARCHAR(50) NOT NULL, PRIMARY KEY (id) ) ENGINE=InnoDB DEFAULT CHARSET=utf8; CREATE TABLE mytable_202102 ( id BIGINT(20) UNSIGNED NOT NULL AUTO_INCREMENT, name VARCHAR(50) NOT NULL, PRIMARY KEY (id) ) ENGINE=InnoDB DEFAULT CHARSET=utf8; CREATE TABLE mytable_202103 ( id BIGINT(20) UNSIGNED NOT NULL AUTO_INCREMENT, name VARCHAR(50) NOT NULL, PRIMARY KEY (id) ) ENGINE=InnoDB DEFAULT CHARSET=utf8;
方案二:按數據量分表
CREATE TABLE mytable_01 ( id BIGINT(20) UNSIGNED NOT NULL AUTO_INCREMENT, name VARCHAR(50) NOT NULL, PRIMARY KEY (id) ) ENGINE=InnoDB DEFAULT CHARSET=utf8; CREATE TABLE mytable_02 ( id BIGINT(20) UNSIGNED NOT NULL AUTO_INCREMENT, name VARCHAR(50) NOT NULL, PRIMARY KEY (id) ) ENGINE=InnoDB DEFAULT CHARSET=utf8; CREATE TABLE mytable_03 ( id BIGINT(20) UNSIGNED NOT NULL AUTO_INCREMENT, name VARCHAR(50) NOT NULL, PRIMARY KEY (id) ) ENGINE=InnoDB DEFAULT CHARSET=utf8; ALTER TABLE mytable_02 ENGINE=InnoDB; ALTER TABLE mytable_03 ENGINE=InnoDB; INSERT INTO mytable_02 SELECT * FROM mytable WHERE id >100000 AND id< 200000; INSERT INTO mytable_03 SELECT * FROM mytable WHERE id >= 200000;
方案三:按Hash值分表
CREATE TABLE mytable_0 ( id BIGINT(20) UNSIGNED NOT NULL AUTO_INCREMENT, name VARCHAR(50) NOT NULL, PRIMARY KEY (id) ) ENGINE=InnoDB DEFAULT CHARSET=utf8; CREATE TABLE mytable_1 ( id BIGINT(20) UNSIGNED NOT NULL AUTO_INCREMENT, name VARCHAR(50) NOT NULL, PRIMARY KEY (id) ) ENGINE=InnoDB DEFAULT CHARSET=utf8; CREATE TABLE mytable_2 ( id BIGINT(20) UNSIGNED NOT NULL AUTO_INCREMENT, name VARCHAR(50) NOT NULL, PRIMARY KEY (id) ) ENGINE=InnoDB DEFAULT CHARSET=utf8; CREATE TABLE mytable_3 ( id BIGINT(20) UNSIGNED NOT NULL AUTO_INCREMENT, name VARCHAR(50) NOT NULL, PRIMARY KEY (id) ) ENGINE=InnoDB DEFAULT CHARSET=utf8; INSERT INTO mytable_0 SELECT * FROM mytable WHERE MOD(ABS(MD5(id)), 4) = 0; INSERT INTO mytable_1 SELECT * FROM mytable WHERE MOD(ABS(MD5(id)), 4) = 1; INSERT INTO mytable_2 SELECT * FROM mytable WHERE MOD(ABS(MD5(id)), 4) = 2; INSERT INTO mytable_3 SELECT * FROM mytable WHERE MOD(ABS(MD5(id)), 4) = 3;
三種方案各有優缺點,需要根據業務需求進行選擇。同時,分表也會增加系統的復雜性,需要在設計時仔細考慮。
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