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redis 中缓存百万级别表的查询数据出错：Query execution was interrupted

article 2024/11/11 16:14:19

项目背景：项目需要首检合格率这个结果，但是sql执行非常慢，就想着使用redis来优化接口的速度。现在我需要将数据库查询结果存储到redis，但是就是这一小步，也非常困难。我是用定时任务来实现上面的目的。

@Component
@Slf4j
public class FirstInspectionPassRateTask {
    @Autowired
    private CheckResultMapper checkResultMapper;

    @Autowired
    private InspectionStationInfoMapper inspectionStationInfoMapper;

    @Autowired
    private RedisTemplate redisTemplate;

    @Scheduled(cron = "0 32 13 * * ?")
    public void calculateFirstInspectionPassRate(){
        log.info("####### 定时任务开启......");
        ValueOperations<String ,String> operations = redisTemplate.opsForValue();

        NumberFormat numberFormat = NumberFormat.getPercentInstance();
        numberFormat.setMinimumFractionDigits(2);

        List<String> unitIdList = inspectionStationInfoMapper.selectUnitId();//单位id 集合
        unitIdList = Optional.ofNullable(unitIdList).orElse(new ArrayList<>());
        //这里只给2024表中的统计数据，因为首检合格率需要跨表，目前我也想不出如何编写 TODO
        List<String> monthList = new ArrayList<>(Arrays.asList("03"));

        unitIdList.forEach(unitId -> {
            monthList.forEach(month -> {
                List<String> bgList = new ArrayList<>();
                //查询指定机构的 首检报告列表
                bgList = checkResultMapper.getFirstInspectionReportCount(unitId, "2024", month);
                bgList = Optional.ofNullable(bgList).orElse(new ArrayList<>());
                //计算指定机构的 首检报告数量
                Long bgSum = (long) bgList.size();

                //首检合格率
                String rate = "0.00%";
                if(bgSum != 0){
                    //计算异常的首检报告数量
                    Long warnBgSum = checkResultMapper.getWarnFirstInspectionReportCount(unitId,"2024",month,bgList);
                    rate = numberFormat.format((bgSum-warnBgSum)/bgSum.doubleValue());
                }
                rate = rate.substring(0,rate.length() -1 );//去除最后的 % 方便前端处理

                String key = String.format("SZJDC:CHECKRESULT:BGBH:%s",unitId+"-2024-"+month);
                operations.set(key,rate,20, TimeUnit.DAYS);
            });
        });
    }

}

就在执行这个定时任务，我出现了非常多的报错：Query execution was interrupted

Closing non transactional SqlSession [org.apache.ibatis.session.defaults.DefaultSqlSession@6eaf527b]
10:45:18.655 [pool-2-thread-1] ERROR o.s.s.s.TaskUtils$LoggingErrorHandler - Unexpected error occurred in scheduled task
org.springframework.dao.QueryTimeoutException:
### Error querying database. Cause: java.sql.SQLTimeoutException: Query execution was interrupted
### The error may exist in file [D:\workspace\IdeaProjects\szjdc-service\sz-warning-platform\target\classes\mappers\CheckResultMapper.xml]
### The error may involve com.iflytek.warning.mapper.CheckResultMapper.getFirstInspectionReportCount
### The error occurred while handling results
### SQL: select BGBH from check_result_2024 cr WHERE year(CHECK_DATE) = ? and month(CHECK_DATE) = ? and UNIT_ID = ? and NOT EXISTS ( select CHECK_ID from check_result_2024 pcr WHERE pcr.CHECK_DATE between DATE_SUB(cr.CHECK_DATE, INTERVAL 4 MONTH) and DATE_SUB(cr.CHECK_DATE , INTERVAL 1 DAY) and cr.VIN = pcr.VIN and UNIT_ID = ? )
### Cause: java.sql.SQLTimeoutException: Query execution was interrupted

这里给出我的解决办法：