使用Redis事务的注意事项

￡神魔★判官ぃ 2023-07-21 06:26 39阅读 0赞

### 1、使用Jedis实现事务 ###

@Test
        public void testJedis(){ 
            Jedis jedis = jedisPool.getResource();
            jedis.watch("key1");
            //开启事务
            Transaction transaction = jedis.multi();
            //命令入队
            transaction.set("key1", "hello");
            transaction.expire("key1", 20);
            //获取一个新的Jedis实例修改key1
            Jedis jedis2 = jedisPool.getResource();
            jedis2.set("key1", "world");
            //提交事务
            List<Object> result = transaction.exec();
            System.out.println("transaction exec result : "+result);
            System.out.println("jedis get key1: "+jedis.get("key1"));
        }

![在这里插入图片描述][20200403001732615.png]  
在事务exec之前，使用jedis2去修改key1，使得watch起作用导致事务失败。

### 2、使用redisTemplate时一定要将enableTransactionSupport设置为true，否则事务将不会起作用。 ###

@Component
    public class RedisTest implements CommandLineRunner { 
    
        @Autowired
        private StringRedisTemplate redisTemplate;
    
        @Override
        public void run(String... args) throws Exception { 
            redisTemplate.setEnableTransactionSupport(true);
    
            for (int i = 0; i < 10; i++) { 
                new Thread(new Runnable() { 
                    @Override
                    public void run() { 
                        int i = 0;
                        while (true) { 
                            redisTemplate.opsForValue().set("key1", "hw" + i, 5000, TimeUnit.SECONDS);
                            i++;
                        }
                    }
                }).start();
            }
            redisTemplate.opsForValue().set("key1", "0");
    
            new Thread(new Runnable() { 
                @Override
                public void run() { 
                    redisTemplate.watch("key1");
                    Object result = redisTemplate.execute(new SessionCallback<Object>() { 
                        @Override
                        public <K, V> Object execute(RedisOperations<K, V> redisOperations) throws DataAccessException { 
                            redisOperations.multi();
                            redisOperations.opsForValue().set((K) "key1", (V) ("test1"));
                            redisOperations.expire((K) "key1", 50000, TimeUnit.SECONDS);
                            redisOperations.opsForValue().get("key1");
                            return redisOperations.exec();
                        }
                    });
                    System.out.println("redis exec result:" + result);
    
                }
            }).start();
    
    
            Thread.sleep(5 * 1000);
            System.out.println("get key:" + redisTemplate.opsForValue().get("key1"));
        }
    }

一个线程开始事务watch key1，并开启事务修改key1为test1，另一个线程一直在修改key1。  
执行后事务的结果为空数组，说明事务执行失败了，我们的watch成功了。  
![在这里插入图片描述][20200403001206768.png]

### 3、使用自旋让修改操作成功 ###

高并发的场景下操作redis并不是watch到有其他线程修改就失败，而需要的效果一般是线程安全的修改成功。借鉴juc中自旋锁的方式，修改第二个例子：

@Component
    public class RedisTest implements CommandLineRunner { 
    
        @Autowired
        private StringRedisTemplate redisTemplate;
    
        private volatile boolean isExist = false;
    
        @Override
        public void run(String... args) throws Exception { 
            redisTemplate.setEnableTransactionSupport(true);
    
            for (int i = 0; i < 10; i++) { 
                new Thread(new Runnable() { 
                    @Override
                    public void run() { 
                        int i = 0;
                        while (!isExist) { 
                            redisTemplate.opsForValue().set("key1", "hw" + i, 5000, TimeUnit.SECONDS);
                            i++;
                        }
                    }
                }).start();
            }
            redisTemplate.opsForValue().set("key1", "0");
    
            new Thread(new Runnable() { 
                @Override
                public void run() { 
                    //事务是否成功
                    boolean isSuccess = false;
                    while(!isSuccess) { 
                        redisTemplate.watch("key1");
                        Object result = redisTemplate.execute(new SessionCallback<Object>() { 
                            @Override
                            public <K, V> Object execute(RedisOperations<K, V> redisOperations) throws DataAccessException { 
                                redisOperations.multi();
                                redisOperations.opsForValue().set((K) "key1", (V) ("test1"));
                                redisOperations.expire((K) "key1", 50000, TimeUnit.SECONDS);
                                redisOperations.opsForValue().get("key1");
                                return redisOperations.exec();
                            }
                        });
                        if (ObjectUtils.isEmpty(result)) { 
    // isExist = true;
                            isSuccess = false;
                        }else{ 
                            isSuccess = true;
                        }
                        System.out.println("redis exec result:" + result);
                    }
    
                }
            }).start();
    
    
            Thread.sleep(10 * 1000);
            System.out.println("get key:" + redisTemplate.opsForValue().get("key1"));
        }
    }

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl8zNjE0MjA0Mg_size_16_color_FFFFFF_t_70]  
在尝试多次后事务终于成功了。

### 4、事务中不适合做逻辑判断 ###

例如，我想要如下的效果，当key2为5的时候，我将其修改为6：

redisTemplate.setEnableTransactionSupport(true);
    
            redisTemplate.opsForValue().set("key2", "5", 5000, TimeUnit.SECONDS);
            Object result = redisTemplate.execute(new SessionCallback<Object>() { 
                @Override
                public <K, V> Object execute(RedisOperations<K, V> operations) throws DataAccessException { 
                    operations.multi();
                    V key2 = operations.opsForValue().get("key2");
                    System.out.println("tranctioning get key2: "+ key2);
                    if("5".equals(key2)){ 
                        operations.opsForValue().set((K)"key2", (V)"6");
                    }
                    return operations.exec();
                }
            });
            System.out.println("exec result:" + result);
            System.out.println("get key2: "+ redisTemplate.opsForValue().get("key2"));

![在这里插入图片描述][20200403003531557.png]  
可以发现事务执行过程中，我们根本获取不到任何值。这是因为exec前的所有操作仅仅是将命令放入了队列中，根本没有实际执行，这时候获取结果都是null。

有人说既然事务中不能获取，是否可以在事务之前先获取值，事务中判断呢？更不行哒。看下面这个例子，模拟INCR，10个线程同时操作key3，每个线程进行100次的自增操作，由于事务中无法获取当前的key3的值，只能在事务之前获取。

redisTemplate.setEnableTransactionSupport(true);
    	redisTemplate.opsForValue().set("key3", "0");
            for (int i = 0; i < 10; i++) { 
                new Thread(()->{ 
                    for (int j = 0; j <100 ; j++) { 
                        redisTemplate.watch("key3");
                        boolean isSuccess = false;
                        while(!isSuccess) { 
                            final Integer[] num = { Integer.parseInt(redisTemplate.opsForValue().get("key3"))};
                            Object result = redisTemplate.execute(new SessionCallback<Object>() { 
                                @Override
                                public <K, V> Object execute(RedisOperations<K, V> operations) throws DataAccessException { 
                                    operations.multi();
                                    operations.opsForValue().set((K) "key3", (V) (++num[0] + ""), 5000, TimeUnit.SECONDS);
                                    return operations.exec();
                                }
                            });
                            if(!ObjectUtils.isEmpty(result)){ 
                                isSuccess = true;
                            }
                            System.out.println(Thread.currentThread().getName()+"-"+j+"-exec result:" + result);
                        }
                    }
                }, "Thread-"+i).start();
            }
            Thread.sleep(20 * 1000);
            System.out.println("get key3:" + redisTemplate.opsForValue().get("key3"));

即使可以保证每次事务都成功，依然无法保证最后的结果是1000。  
![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl8zNjE0MjA0Mg_size_16_color_FFFFFF_t_70 1]  
这种怎么办呢？目前所知估计只有lua脚本了。

[20200403001732615.png]: /images/20230528/5ad2840fedb747a0849130ce6745556b.png
[20200403001206768.png]: /images/20230528/5d4e3ffdf8764860ae57b4b3c6fa7579.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl8zNjE0MjA0Mg_size_16_color_FFFFFF_t_70]: /images/20230528/f51904eedad24e5e8cc41fd3b45bf730.png
[20200403003531557.png]: /images/20230528/d5ff7aad48ab4330a47d74e4f1c9b882.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl8zNjE0MjA0Mg_size_16_color_FFFFFF_t_70 1]: /images/20230528/3b51244c05194bb5833a9d670b87bb68.png