风哥教程参考DB2官方文档Concurrency、Locking、Performance等内容,详细介绍高并发交易优化、锁优化、事务优化等。更多视频教程www.fgedu.net.cn
目录大纲
Part01-高并发交易挑战
1.1 高并发交易特点
高并发交易面临的挑战:
- 锁竞争激烈
- 响应时间长
- 吞吐量下降
- 死锁频繁
1.2 优化策略
- 降低隔离级别
- 缩短事务时间
- 优化锁策略
- 使用连接池
- 读写分离
Part02-锁优化
2.1 隔离级别优化
SELECT * FROM ORDERS WITH UR;
# 使用CS隔离级别
SELECT * FROM ORDERS WITH CS;
# 设置默认隔离级别
SET CURRENT ISOLATION = CS;
# 使用SKIP LOCKED
SELECT * FROM ORDERS
WHERE ORDER_STATUS = ‘PENDING’
SKIP LOCKED DATA
FETCH FIRST 10 ROWS ONLY;
# 使用FOR UPDATE锁定
SELECT * FROM ORDERS
WHERE ORDER_ID = ‘O001’
FOR UPDATE WITH RS;
2.2 锁粒度优化
ALTER TABLE ORDERS LOCKSIZE ROW;
# 查看表锁设置
SELECT
TABNAME,
LOCKSIZE
FROM SYSCAT.TABLES
WHERE TABNAME = ‘ORDERS’;
# 使用最小锁模式
UPDATE ORDERS
SET ORDER_STATUS = ‘PAID’
WHERE ORDER_ID = ‘O001’
WITH RS USE AND KEEP UPDATE LOCKS;
# 配置锁超时
UPDATE DATABASE CONFIGURATION USING LOCKTIMEOUT 30;
# 监控锁等待
SELECT
LOCK_NAME,
LOCK_OBJECT_TYPE,
LOCK_WAIT_MODE,
TABNAME,
AGENT_ID_HOLDING_LK
FROM SYSIBMADM.LOCKWAITS;
Part03-事务优化
3.1 短事务设计
BEGIN ATOMIC
UPDATE ACCOUNT
SET BALANCE = BALANCE – 100
WHERE ACCOUNT_ID = ‘A001’;
UPDATE ACCOUNT
SET BALANCE = BALANCE + 100
WHERE ACCOUNT_ID = ‘A002’;
END;
# 避免长事务
# 不要在事务中执行耗时操作
# 批量提交
DECLARE v_count INTEGER DEFAULT 0;
FOR i AS cur CURSOR FOR
SELECT ORDER_ID FROM ORDERS WHERE ORDER_STATUS = ‘NEW’
DO
UPDATE ORDERS
SET ORDER_STATUS = ‘PROCESSING’
WHERE ORDER_ID = i.ORDER_ID;
SET v_count = v_count + 1;
IF MOD(v_count, 100) = 0 THEN
COMMIT;
END IF;
END FOR;
COMMIT;
3.2 事务隔离
UPDATE ORDERS
SET ORDER_STATUS = ‘PAID’,
VERSION = VERSION + 1
WHERE ORDER_ID = ‘O001’
AND VERSION = 1;
# 检查更新结果
IF SQLCODE = 100 THEN
— 版本不匹配,重试
END IF;
# 使用悲观锁
SELECT * FROM ORDERS
WHERE ORDER_ID = ‘O001’
FOR UPDATE WITH RS;
UPDATE ORDERS
SET ORDER_STATUS = ‘PAID’
WHERE ORDER_ID = ‘O001’;
COMMIT;
# 使用存储过程封装事务
CREATE OR REPLACE PROCEDURE SP_TRANSFER(
IN p_from_account VARCHAR(20),
IN p_to_account VARCHAR(20),
IN p_amount DECIMAL(18, 2),
OUT p_result_code VARCHAR(10)
)
LANGUAGE SQL
BEGIN
DECLARE v_balance DECIMAL(18, 2);
SET p_result_code = ‘SUCCESS’;
START TRANSACTION;
SELECT BALANCE INTO v_balance
FROM ACCOUNT
WHERE ACCOUNT_ID = p_from_account
WITH RS USE AND KEEP UPDATE LOCKS;
IF v_balance < p_amount THEN SET p_result_code = 'FAIL'; ROLLBACK; RETURN; END IF; UPDATE ACCOUNT SET BALANCE = BALANCE - p_amount WHERE ACCOUNT_ID = p_from_account; UPDATE ACCOUNT SET BALANCE = BALANCE + p_amount WHERE ACCOUNT_ID = p_to_account; COMMIT; END;
Part04-连接池优化
4.1 连接池配置
UPDATE DATABASE MANAGER CONFIGURATION USING MAXAGENTS 200;
UPDATE DATABASE MANAGER CONFIGURATION USING MAX_COORDAGENTS 100;
# 配置连接池
UPDATE DATABASE MANAGER CONFIGURATION USING NUM_POOLAGENTS 50;
UPDATE DATABASE MANAGER CONFIGURATION USING MAX_POOLAGENTS 100;
# 查看连接配置
GET DATABASE MANAGER CONFIGURATION;
# 监控连接使用
SELECT
AGENT_ID,
APPL_NAME,
APPL_STATUS,
CLIENT_PID
FROM SYSIBMADM.APPLICATIONS;
# 监控连接池
SELECT
POOL_CONFIG,
POOL_SIZE,
POOL_FREE
FROM SYSIBMADM.SNAPDBM;
4.2 连接管理
UPDATE DATABASE MANAGER CONFIGURATION USING CONNECT_TIMEOUT 10;
# 设置空闲超时
UPDATE DATABASE MANAGER CONFIGURATION USING IDLE_TIMEOUT 600;
# 断开空闲连接
FORCE APPLICATION ALL;
# 断开指定连接
FORCE APPLICATION (12345);
# 监控长时间运行的连接
SELECT
AGENT_ID,
APPL_NAME,
UOW_START_TIME,
CURRENT TIMESTAMP – UOW_START_TIME AS DURATION
FROM SYSIBMADM.APPLICATIONS
WHERE UOW_START_TIME < CURRENT TIMESTAMP - 1 HOUR
ORDER BY DURATION DESC;
# 创建连接池监控脚本
#!/bin/bash
# monitor_connections.sh
db2 connect to FGEDB
db2 "SELECT
COUNT(*) AS TOTAL_CONNECTIONS,
COUNT(CASE WHEN APPL_STATUS = 'UOWWAIT' THEN 1 END) AS IDLE_CONNECTIONS,
COUNT(CASE WHEN UOW_START_TIME < CURRENT TIMESTAMP - 1 HOUR THEN 1 END) AS LONG_RUNNING
FROM SYSIBMADM.APPLICATIONS"
db2 connect reset
Part05-风哥经验总结与分享
5.1 高并发交易优化要点
- 使用合适的隔离级别
- 缩短事务执行时间
- 优化锁策略
- 使用连接池
- 监控锁和事务
- 建立性能基线
5.2 性能优化建议
| 场景 | 优化方案 |
|---|---|
| 锁竞争 | 降低隔离级别,行级锁 |
| 长事务 | 拆分事务,批量提交 |
| 连接耗尽 | 增大连接池,设置超时 |
| 死锁频繁 | 统一更新顺序,短事务 |
5.3 运维要点
- 监控锁等待和死锁
- 监控长事务
- 监控连接使用
- 定期优化SQL
- 建立告警机制
- 定期压力测试
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