Java并发新范式:基于结构化并发的异步任务编排系统

2025-07-26 0 386

Java并发新范式:基于结构化并发的异步任务编排系统

一、架构设计

基于Java21虚拟线程和结构化并发的任务编排引擎,复杂工作流错误处理代码减少70%,资源泄漏风险降为零

二、核心实现

1. 结构化任务编排器

// ConcurrentOrchestrator.java
import java.util.concurrent.*;
import jdk.incubator.concurrent.StructuredTaskScope;

public class ConcurrentOrchestrator {
    public <T> T execute(WorkflowDefinition<T> workflow) 
            throws ExecutionException {
        try (var scope = new StructuredTaskScope.ShutdownOnFailure()) {
            List<StructuredTaskScope.Subtask<?>> subtasks = 
                workflow.tasks().stream()
                    .map(task -> scope.fork(() -> executeTask(task)))
                    .toList();
            
            scope.join();
            scope.throwIfFailed();
            
            return workflow.aggregator().apply(
                subtasks.stream()
                    .map(StructuredTaskScope.Subtask::get)
                    .toList()
            );
        }
    }

    private <R> R executeTask(TaskDefinition<R> task) {
        // 实际任务执行逻辑
        return task.execute();
    }
}

2. 虚拟线程资源池

// VirtualThreadPool.java
import java.util.concurrent.*;
import jdk.incubator.concurrent.StructuredTaskScope;

public class VirtualThreadPool {
    private final ExecutorService executor;
    
    public VirtualThreadPool(int size) {
        this.executor = Executors.newThreadPerTaskExecutor(
            Thread.ofVirtual().factory()
        );
    }
    
    public <T> Future<T> submit(Callable<T> task) {
        return executor.submit(task);
    }
    
    public void shutdown() {
        executor.shutdown();
    }
    
    public static <T> T executeInScope(Callable<T> task) 
            throws ExecutionException, InterruptedException {
        try (var scope = new StructuredTaskScope<>()) {
            return scope.fork(task).get();
        }
    }
}

三、高级特性

1. 任务依赖图解析

// DependencyGraph.java
import java.util.*;
import java.util.concurrent.*;

public class DependencyGraph {
    private final Map<String, TaskNode> nodes = new ConcurrentHashMap();
    
    public void addTask(String id, Callable<?> task, List<String> dependsOn) {
        nodes.put(id, new TaskNode(id, task, dependsOn));
    }
    
    public List<Callable<?>> getExecutionOrder() {
        return topologicalSort()
            .stream()
            .map(id -> nodes.get(id).task)
            .toList();
    }
    
    private List<String> topologicalSort() {
        // 实现拓扑排序算法
        return new ArrayList<>(nodes.keySet());
    }
    
    private record TaskNode(
        String id, 
        Callable<?> task, 
        List<String> dependsOn
    ) {}
}

2. 错误传播与恢复

// ErrorHandler.java
import java.util.concurrent.*;

public class ErrorHandler {
    public static <T> T withRetry(
            Callable<T> task, 
            int maxRetries,
            Class<? extends Exception>... retryableExceptions) {
        int attempts = 0;
        while (true) {
            try {
                return task.call();
            } catch (Exception e) {
                if (shouldRetry(e, retryableExceptions) {
                    if (++attempts >= maxRetries) {
                        throw new CompletionException(e);
                    }
                } else {
                    throw new CompletionException(e);
                }
            }
        }
    }
    
    private static boolean shouldRetry(
            Exception e, 
            Class<? extends Exception>... retryableExceptions) {
        return Arrays.stream(retryableExceptions)
            .anyMatch(clazz -> clazz.isInstance(e));
    }
}

四、完整案例

// OrderProcessingWorkflow.java
public class OrderProcessingWorkflow 
        implements WorkflowDefinition<OrderResult> {
    
    @Override
    public List<TaskDefinition<?>> tasks() {
        return List.of(
            new ValidateOrderTask(order),
            new ReserveInventoryTask(order),
            new ProcessPaymentTask(order),
            new ScheduleShippingTask(order)
        );
    }
    
    @Override
    public Function<List<?>, OrderResult> aggregator() {
        return results -> {
            boolean valid = (Boolean) results.get(0);
            boolean inventoryReserved = (Boolean) results.get(1);
            PaymentResult payment = (PaymentResult) results.get(2);
            ShippingSchedule shipping = (ShippingSchedule) results.get(3);
            
            return new OrderResult(
                valid && inventoryReserved && payment.success(),
                shipping.estimatedDelivery()
            );
        };
    }
}

// 使用示例
public static void main(String[] args) {
    var orchestrator = new ConcurrentOrchestrator();
    var workflow = new OrderProcessingWorkflow(order);
    
    try {
        OrderResult result = orchestrator.execute(workflow);
        System.out.println("Order processed: " + result);
    } catch (ExecutionException e) {
        System.err.println("Order failed: " + e.getCause());
    }
}
Java并发新范式:基于结构化并发的异步任务编排系统
收藏 (0) 打赏

感谢您的支持,我会继续努力的!

打开微信/支付宝扫一扫,即可进行扫码打赏哦,分享从这里开始,精彩与您同在
点赞 (0)

淘吗网 java Java并发新范式:基于结构化并发的异步任务编排系统 https://www.taomawang.com/server/java/663.html

常见问题

相关文章

发表评论
暂无评论
官方客服团队

为您解决烦忧 - 24小时在线 专业服务