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2026/6/17 10:22:18
INSERT … ON DUPLICATE KEY UPDATE
user_balance表)保持表结构与之前一致(主键+唯一索引,放大锁冲突),清空表数据(空表更易触发间隙锁导致的死锁):
-- 复用原表结构CREATETABLE`user_balance`(`id`BIGINTNOTNULLAUTO_INCREMENTCOMMENT'主键',`user_id`BIGINTNOTNULLCOMMENT'用户ID(唯一)',`balance`INTNOTNULLDEFAULT0COMMENT'余额',PRIMARYKEY(`id`),UNIQUEKEY`uk_user_id`(`user_id`)-- 唯一索引是冲突核心)ENGINE=InnoDBDEFAULTCHARSET=utf8mb4;-- 清空表(确保初始无数据,触发间隙锁)TRUNCATETABLEuser_balance;user_balance,100%触发)3个事务(T1/T2/T3)交叉操作user_id=1001/1002/1003(空表下会加间隙锁),因INSERT ... ON DUPLICATE KEY UPDATE的锁顺序混乱,形成循环等待。
| 时间戳 | 事务T1(客户端1) | 事务T2(客户端2) | 事务T3(客户端3) |
|---|---|---|---|
| T0 | BEGIN;(开启事务,未提交) | - | - |
| T1 | – 插入user_id=1001,空表→加「间隙锁(0,1001)」+「插入意向锁」 INSERT INTO user_balance (user_id, balance) VALUES (1001, 10) ON DUPLICATE KEY UPDATE balance = balance + 10; | - | - |
| T2 | - | BEGIN;(开启事务,未提交) | - |
| T3 | - | – 插入user_id=1003,空表→加「间隙锁(1001,1003)」+「插入意向锁」 INSERT INTO user_balance (user_id, balance) VALUES (1003, 20) ON DUPLICATE KEY UPDATE balance = balance + 20; | - |
| T4 | - | - | BEGIN;(开启事务,未提交) |
| T5 | - | - | – 插入user_id=1002,空表→加「间隙锁(1001,1003)」+「插入意向锁」 INSERT INTO user_balance (user_id, balance) VALUES (1002, 30) ON DUPLICATE KEY UPDATE balance = balance + 30; |
| T6 | – 尝试插入user_id=1002,请求「间隙锁(1001,1003)」,被T2/T3阻塞 INSERT INTO user_balance (user_id, balance) VALUES (1002, 10) ON DUPLICATE KEY UPDATE balance = balance + 10; | - | - |
| T7 | - | – 尝试插入user_id=1002,请求「间隙锁(1001,1003)」,被T1/T3阻塞 INSERT INTO user_balance (user_id, balance) VALUES (1002, 20) ON DUPLICATE KEY UPDATE balance = balance + 20; | - |
| T8 | (阻塞) | (阻塞) | – 尝试插入user_id=1001,请求「间隙锁(0,1001)」,被T1阻塞 INSERT INTO user_balance (user_id, balance) VALUES (1001, 30) ON DUPLICATE KEY UPDATE balance = balance + 30; |
| T9 | 🔴 数据库检测死锁,回滚T3(代价最小) | (T2执行成功) | (T3报错:1213 - Deadlock found when trying to get lock) |
user_balance)| 事务 | 已持有锁(uk_user_id唯一索引) | 等待的锁(uk_user_id唯一索引) |
|---|---|---|
| T1 | 间隙锁(0,1001) + 插入意向锁(user_id=1001) | 间隙锁(1001,1003)(插入user_id=1002需要) |
| T2 | 间隙锁(1001,1003) + 插入意向锁(user_id=1003) | 间隙锁(1001,1003)(插入user_id=1002需要) |
| T3 | 间隙锁(1001,1003) + 插入意向锁(user_id=1002) | 间隙锁(0,1001)(插入user_id=1001需要) |
user_balance)importpymysqlimportthreadingimporttime# 数据库配置DB_CONFIG={"host":"localhost","user":"root","password":"123456","database":"test","autocommit":False}# 事务1:操作user_id=1001 → 1002deftransaction1():conn=pymysql.connect(**DB_CONFIG)cursor=conn.cursor()try:print("T1: 开启事务")cursor.execute("BEGIN;")# 插入user_id=1001sql="INSERT INTO user_balance (user_id, balance) VALUES (1001, 10) ON DUPLICATE KEY UPDATE balance = balance + 10;"cursor.execute(sql)print("T1: 插入user_id=1001成功(持有0,1001间隙锁)")time.sleep(2)# 等待T2/T3执行# 尝试插入user_id=1002(触发锁等待)sql="INSERT INTO user_balance (user_id, balance) VALUES (1002, 10) ON DUPLICATE KEY UPDATE balance = balance + 10;"print("T1: 尝试插入user_id=1002(等待1001,1003间隙锁)")cursor.execute(sql)conn.commit()print("T1: 提交成功")exceptpymysql.MySQLErrorase:print(f"T1: 异常 -{e}")conn.rollback()finally:cursor.close()conn.close()# 事务2:操作user_id=1003 → 1002deftransaction2():conn=pymysql.connect(**DB_CONFIG)cursor=conn.cursor()try:time.sleep(0.5)# 等待T1插入1001print("T2: 开启事务")cursor.execute("BEGIN;")# 插入user_id=1003sql="INSERT INTO user_balance (user_id, balance) VALUES (1003, 20) ON DUPLICATE KEY UPDATE balance = balance + 20;"cursor.execute(sql)print("T2: 插入user_id=1003成功(持有1001,1003间隙锁)")time.sleep(2)# 等待T3执行# 尝试插入user_id=1002(触发锁等待)sql="INSERT INTO user_balance (user_id, balance) VALUES (1002, 20) ON DUPLICATE KEY UPDATE balance = balance + 20;"print("T2: 尝试插入user_id=1002(等待1001,1003间隙锁)")cursor.execute(sql)conn.commit()print("T2: 提交成功")exceptpymysql.MySQLErrorase:print(f"T2: 异常 -{e}")conn.rollback()finally:cursor.close()conn.close()# 事务3:操作user_id=1002 → 1001deftransaction3():conn=pymysql.connect(**DB_CONFIG)cursor=conn.cursor()try:time.sleep(1)# 等待T1/T2执行print("T3: 开启事务")cursor.execute("BEGIN;")# 插入user_id=1002sql="INSERT INTO user_balance (user_id, balance) VALUES (1002, 30) ON DUPLICATE KEY UPDATE balance = balance + 30;"cursor.execute(sql)print("T3: 插入user_id=1002成功(持有1001,1003间隙锁)")time.sleep(2)# 等待T1/T2触发锁等待# 尝试插入user_id=1001(触发锁等待)sql="INSERT INTO user_balance (user_id, balance) VALUES (1001, 30) ON DUPLICATE KEY UPDATE balance = balance + 30;"print("T3: 尝试插入user_id=1001(等待0,1001间隙锁)")cursor.execute(sql)conn.commit()print("T3: 提交成功")exceptpymysql.MySQLErrorase:# 此处会捕获1213死锁错误print(f"T3: 触发死锁 -{e}")conn.rollback()finally:cursor.close()conn.close()if__name__=="__main__":# 清空表,确保初始无数据conn=pymysql.connect(**DB_CONFIG)cursor=conn.cursor()cursor.execute("TRUNCATE TABLE user_balance;")conn.commit()cursor.close()conn.close()# 启动3个事务线程t1=threading.Thread(target=transaction1)t2=threading.Thread(target=transaction2)t3=threading.Thread(target=transaction3)t1.start()t2.start()t3.start()t1.join()t2.join()t3.join()print("所有线程执行完毕")user_balance)执行代码后,通过SHOW ENGINE INNODB STATUS;查看死锁日志,核心片段如下:
------------------------ LATEST DETECTED DEADLOCK ------------------------ 2025-12-16 16:00:00 0x7f8d12345678 *** (1) TRANSACTION: TRANSACTION 789012, ACTIVE 3 sec inserting mysql tables in use 1, locked 1 LOCK WAIT 3 lock struct(s), heap size 1136, 2 row lock(s) MySQL thread id 20, OS thread handle 140234567890123, query id 900 localhost root updating INSERT INTO user_balance (user_id, balance) VALUES (1002, 10) ON DUPLICATE KEY UPDATE balance = balance + 10 *** (1) WAITING FOR THIS LOCK TO BE GRANTED: RECORD LOCKS space id 99 page no 4 n bits 72 index uk_user_id of table `test`.`user_balance` trx id 789012 lock_mode X insert intention waiting Record lock, heap no 1 PHYSICAL RECORD: n_fields 1; compact format; info bits 0 0: len 8; hex 73757072656d756d; asc supremum;; // 间隙锁(1001,1003) *** (2) TRANSACTION: TRANSACTION 789013, ACTIVE 3 sec inserting mysql tables in use 1, locked 1 3 lock struct(s), heap size 1136, 2 row lock(s) MySQL thread id 21, OS thread handle 140234567890124, query id 901 localhost root updating INSERT INTO user_balance (user_id, balance) VALUES (1002, 20) ON DUPLICATE KEY UPDATE balance = balance + 20 *** (2) HOLDS THE LOCK(S): RECORD LOCKS space id 99 page no 4 n bits 72 index uk_user_id of table `test`.`user_balance` trx id 789013 lock_mode X Record lock, heap no 1 PHYSICAL RECORD: n_fields 1; compact format; info bits 0 0: len 8; hex 73757072656d756d; asc supremum;; // 持有(1001,1003)间隙锁 *** (3) TRANSACTION: TRANSACTION 789014, ACTIVE 3 sec inserting mysql tables in use 1, locked 1 3 lock struct(s), heap size 1136, 2 row lock(s) MySQL thread id 22, OS thread handle 140234567890125, query id 902 localhost root updating INSERT INTO user_balance (user_id, balance) VALUES (1001, 30) ON DUPLICATE KEY UPDATE balance = balance + 30 *** (3) HOLDS THE LOCK(S): RECORD LOCKS space id 99 page no 4 n bits 72 index uk_user_id of table `test`.`user_balance` trx id 789014 lock_mode X Record lock, heap no 1 PHYSICAL RECORD: n_fields 1; compact format; info bits 0 0: len 8; hex 73757072656d756d; asc supremum;; // 持有(1001,1003)间隙锁 *** (3) WAITING FOR THIS LOCK TO BE GRANTED: RECORD LOCKS space id 99 page no 4 n bits 72 index uk_user_id of table `test`.`user_balance` trx id 789014 lock_mode X insert intention waiting Record lock, heap no 1 PHYSICAL RECORD: n_fields 1; compact format; info bits 0 0: len 8; hex 80000000000003e9; asc ;; // 间隙锁(0,1001) *** WE ROLL BACK TRANSACTION (3)user_balance表)INSERT ... ON DUPLICATE KEY UPDATE在RR隔离级别下,对空表的唯一索引会加间隙锁,而非仅记录锁;user_id的不同间隙(1001/1002/1003),因锁顺序混乱形成循环等待,触发死锁;