多线程跑数据 | Java代码:用定时任务执行任务,现在有20000条数据,我想每500条数据交给一个线程处理,要注意异常处理。请用ThreadPoolExecutor实现

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  • Post category:java


Java代码:用定时任务执行任务,现在有20000条数据,我想每500条数据交给一个线程处理,要注意异常处理。请用ThreadPoolExecutor实现



碰到的问题

  • 有些bean比如mapper不知道怎么传入task:可以从构造器传入
  • 任务处理写得有问题,发到线上中断不了
  • 异常处理??不会抛出??
public class Main {

    public static void main(String[] args) {

        List<String> dataList = createDataList();

        int batchSize = 500; // 划分的每个小任务包含的数据条数
        int nThreads = (dataList.size() + batchSize - 1) / batchSize;

        TaskExecutor taskExecutor = new TaskExecutor(nThreads);
        List<Runnable> tasks = new ArrayList<>();

        for (int i = 0; i < nThreads; i++) {

            int start = i * batchSize;
            int end = Math.min((i + 1) * batchSize, dataList.size());
            List<String> subList = dataList.subList(start, end);

            Runnable task = new DataProcessTask(subList);
            tasks.add(task);
        }

        taskExecutor.executeTasks(tasks);
        taskExecutor.shutdown();
    }

    private static List<String> createDataList() {
        List<String> dataList = new ArrayList<>();
        for (int i = 0; i < 20000; i++) {
            dataList.add("data-" + i);
        }
        return dataList;
    }

}

class DataProcessTask implements Runnable {

    private final List<String> data;

    public DataProcessTask(List<String> data) {
        this.data = data;
    }

    @Override
    public void run() {
        for (String d : data) {
            try {
                // 处理数据
                Thread.sleep(10);
                System.out.println(Thread.currentThread().getName() + " process data: " + d);
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
            } catch (Exception e) {
                // 处理任务执行异常
            }
        }
    }
}

class TaskExecutor {

    private final ExecutorService executorService;

    public TaskExecutor(int nThreads) {
        this.executorService = Executors.newFixedThreadPool(nThreads);
    }

    public void executeTasks(List<Runnable> tasks) {

        List<Future<?>> futures = new ArrayList<>();
        for (Runnable task : tasks) {
            Future<?> future = executorService.submit(task);
            futures.add(future);
        }

        for (Future<?> future : futures) {
            try {
                future.get();
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
            } catch (ExecutionException e) {
                // 处理任务执行异常
            }
        }
    }

    public void shutdown() {
        executorService.shutdown();
    }
}



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