深入理解ThreadLocal

什么是ThreadLocal?

ThreadLocaljava.lang包下的一个线程工具类,它可以保存每个线程的专属变量,实现不同线程之间的数据隔离,从而避免多线程环境下的资源竞争和线程安全问题。

一、ThreadLocal能做什么?有哪些使用场景?

  1. 保存当前请求下的用户信息,在后续调用链路中直接获取,而不是通过方法入参层层传递

    • 创建UserContext类,使用ThreadLocal保存用户信息

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      public class UserContext {
      private static final ThreadLocal<UserInfo> USER_HOLDER = new ThreadLocal<>();

      public static void setCurrentUser(UserInfo userInfo) {
      USER_HOLDER.set(userInfo);
      }

      public static Long getCurrentUserId() {
      return USER_HOLDER.get().getId();
      }

      public static String getCurrentUserOpenId() {
      return USER_HOLDER.get().getOpenid();
      }

      public static void remove() {
      USER_HOLDER.remove();
      }
      }
    • 自定义拦截器重写preHandle()方法,在请求到达controller前设置用户信息

      ==注意:==在afterCompletion方法中进行清理操作,防止ThreadLocal内存泄漏

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      @Component
      @Slf4j
      public class TokenInterceptor implements HandlerInterceptor {
      @Autowired
      private JwtUtil jwtUtil;

      @Override
      public boolean preHandle(HttpServletRequest request, HttpServletResponse response, Object handler) throws Exception {
      // 登录接口放行
      if (request.getRequestURI().contains("/auth/login")) {
      return true;
      }

      // 验证请求头token
      String bearerToken = getTokenFromHeader(request);
      if (Strings.isNullOrEmpty(bearerToken) || jwtUtil.verifyToken(bearerToken)) {
      response.setStatus(HttpStatus.UNAUTHORIZED.value());
      response.setContentType("application/json;charset=UTF-8");
      response.getWriter().write("{\"code\":401,\"message\":\"token无效或已过期\"}");
      return false;
      }

      // 从token中获取用户信息
      UserInfo userInfo = jwtUtil.getUserInfo(bearerToken);

      // 将用户信息保存到ThreadLocal中
      UserContext.setCurrentUser(userInfo);

      log.info("设置用户信息成功, userId: {}, openid: {}", UserContext.getCurrentUserId(), UserContext.getCurrentUserOpenId());

      return true;
      }

      @Override
      public void afterCompletion(HttpServletRequest request, HttpServletResponse response, Object handler, Exception ex) throws Exception {
      // 及时清理ThreadLocal,防止内存泄漏
      UserContext.remove();
      }

      private String getTokenFromHeader(HttpServletRequest request) {
      String bearerHeader = request.getHeader("Authorization");
      if (!Strings.isNullOrEmpty(bearerHeader) && bearerHeader.startsWith("Bearer ")) {
      return bearerHeader.substring(7);
      }

      return null;
      }
      }
    • 在业务层使用UserContext获取当前请求下的用户信息

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      public UserStats getUserStats() {
      Long userId = UserContext.getCurrentUserId();
      UserInfo userInfo = UserContext.getCurrentUser();
      ...
      }
  2. Spring事务管理

    TransactionSynchronizationManager内部大量使用ThreadLocal保存事务相关信息

    AbstractPlatformTransactionManagerDataSourceTransactionManagerJdbcTemplate 等类间接使用ThreadLocal管理事务

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    public abstract class TransactionSynchronizationManager {
    private static final ThreadLocal<Map<Object, Object>> resources =
    new NamedThreadLocal<>("Transactional resources");

    private static final ThreadLocal<Set<TransactionSynchronization>> synchronizations =
    new NamedThreadLocal<>("Transaction synchronizations");

    private static final ThreadLocal<String> currentTransactionName =
    new NamedThreadLocal<>("Current transaction name");

    private static final ThreadLocal<Boolean> currentTransactionReadOnly =
    new NamedThreadLocal<>("Current transaction read-only status");

    private static final ThreadLocal<Integer> currentTransactionIsolationLevel =
    new NamedThreadLocal<>("Current transaction isolation level");

    private static final ThreadLocal<Boolean> actualTransactionActive =
    new NamedThreadLocal<>("Actual transaction active");
    ...
    }
  3. 保存非线程安全的类对象

    当然能使用线程安全的类更好,如DateTimeFormatter

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    public class DateUtil {
    private static final ThreadLocal<SimpleDateFormat> dateFormatThreadLocal =
    ThreadLocal.withInitial(() -> new SimpleDateFormat("yyyy-MM-dd HH:mm:ss"));

    public static String format(Date date) {
    return dateFormatThreadLocal.get().format(date);
    }

    public static Date parse(String dateStr) throws ParseException {
    return dateFormatThreadLocal.get().parse(dateStr);
    }
    ...
    }
  4. 日志跟踪

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    public class TraceContext {
    private static final ThreadLocal<String> traceIdHolder = new ThreadLocal<>();

    public static void set(String traceId) {
    traceIdHolder.set(traceId);
    }
    public static String get() {
    return traceIdHolder.get();
    }
    public static void clear() {
    traceIdHolder.remove();
    }
    }

二、ThreadLocal实现原理是什么?

  1. Thread类中的两个成员变量

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    // ThreadLocalMap 才是实际保存线程独立变量副本的地方
    ThreadLocal.ThreadLocalMap threadLocals = null;

    // 同上,和InheritableThreadLocal 有关,下面会提到
    ThreadLocal.ThreadLocalMap inheritableThreadLocals = null;
  2. ThreadLocalMap

    ThreadLocalMapThreadLocal中的静态内部类,它是真正保存线程独立变量副本的数据结构

    它有点类似HashMap,底层使用数组存储,Key是当前ThreadLocal对象

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    static class ThreadLocalMap {
    static class Entry extends WeakReference<ThreadLocal<?>> {
    /** The value associated with this ThreadLocal. */
    Object value;

    Entry(ThreadLocal<?> k, Object v) {
    super(k);
    value = v;
    }
    }

    private static final int INITIAL_CAPACITY = 16;

    private Entry[] table;

    ThreadLocalMap(ThreadLocal<?> firstKey, Object firstValue) {
    table = new Entry[INITIAL_CAPACITY];
    int i = firstKey.threadLocalHashCode & (INITIAL_CAPACITY - 1);
    table[i] = new Entry(firstKey, firstValue);
    size = 1;
    setThreshold(INITIAL_CAPACITY);
    }

    ...
    }
  3. ThreadLocal

    可以看到,ThreadLocal实际上充当了“管家”角色,它对外提供了ThreadLocalMap的访问操作

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    public T get() {
    Thread t = Thread.currentThread();
    ThreadLocalMap map = getMap(t);
    if (map != null) {
    ThreadLocalMap.Entry e = map.getEntry(this);
    if (e != null) {
    @SuppressWarnings("unchecked")
    T result = (T)e.value;
    return result;
    }
    }
    return setInitialValue();
    }

    public void set(T value) {
    Thread t = Thread.currentThread();
    ThreadLocalMap map = getMap(t);
    if (map != null) {
    map.set(this, value);
    } else {
    createMap(t, value);
    }
    }

    ThreadLocalMap getMap(Thread t) {
    return t.threadLocals;
    }
  4. 示例

    对于保存当前请求对应的用户信息场景,请求1和请求2在自定义拦截器中向各自线程的ThreadLocalMap中添加了{USER_HOLDER:userInfo1}、{USER_HOLDER:userInfo2}的数据

    每个请求后续调用链路中使用USER_HOLDER.get()方法获取用户信息时,当前线程先获取到自己的ThreadLocalMap,然后根据KEY(即USER_HOLDER对象)获取相应的VALUE(即userInfo1、userInfo2对象)

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    private static final ThreadLocal<UserInfo> USER_HOLDER = new ThreadLocal<>();

三、InheritableThreadLocal是什么?有什么作用?

  1. ThreadLocal的局限性

    ThreadLocalMap是线程私有的,在子线程中无法获取父线程中的ThreadLocal信息,只能通过传参方式获取;而InheritableThreadLocal就解决了这个问题,子线程可以直接通过get()方法获取到父线程中的ThreadLocal信息

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    // 主线程设置用户信息
    userContext.set("AdminUser");
    System.out.println("主线程用户: " + userContext.get()); // 输出: AdminUser

    // 创建子线程处理任务
    new Thread(() -> {
    System.out.println("子线程用户: " + userContext.get()); // 输出: null
    // 子线程无法获取父线程的上下文信息
    }).start();
  2. InheritableThreadLocal从字面看就是”可继承的ThreadLocal“,实际上它也确实是ThreadLocal的子类

    还记得这里吗?下面的t.inheritableThreadLocals就是Thread类中定义的ThreadLocal.ThreadLocalMap inheritableThreadLocals = null;

    另外,InheritableThreadLocal重写了getMap()createMap()方法,当使用InheritableThreadLocal时,会将信息保存到Thread类的inheritableThreadLocals变量中

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    public class InheritableThreadLocal<T> extends ThreadLocal<T> {
    public InheritableThreadLocal() {}

    ThreadLocalMap getMap(Thread t) {
    return t.inheritableThreadLocals;
    }

    void createMap(Thread t, T firstValue) {
    t.inheritableThreadLocals = new ThreadLocalMap(this, firstValue);
    }
    }
  3. InheritableThreadLocal是如何获取到父线程的ThreadLocal信息的?

    • JDK8及以前,创建线程时,构造方法会调用下面的init()方法,该方法中会判断父线程中inheritableThreadLocals属性是否为null,如果不为null,则将父线程的inheritableThreadLocals拷贝一份给自己

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      private void init(ThreadGroup g, Runnable target, String name,
      long stackSize) {
      init(g, target, name, stackSize, null, true);
      }

      private void init(ThreadGroup g, Runnable target, String name,
      long stackSize, AccessControlContext acc,
      boolean inheritThreadLocals) {
      ...
      if (inheritThreadLocals && parent.inheritableThreadLocals != null)
      this.inheritableThreadLocals =
      ThreadLocal.createInheritedMap(parent.inheritableThreadLocals);
      ...
      }
    • JDK9及以后,相关代码直接放到构造方法中了

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      private Thread(ThreadGroup g, Runnable target, String name,
      long stackSize, AccessControlContext acc,
      boolean inheritThreadLocals) {
      ...
      if (inheritThreadLocals && parent.inheritableThreadLocals != null)
      this.inheritableThreadLocals =
      ThreadLocal.createInheritedMap(parent.inheritableThreadLocals);
      ...
      }

四、ThreadLocal产生内存泄露的原因?

  1. ThreadLocalMap的内部结构

    • ThreadLocalMap底层是一个Entry数组
    • Entry的key是ThreadLocal类型,它是一个弱引用(==弱引用对象如果没有强引用就会被GC回收==),而value是一个强引用(Object对象)
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    static class Entry extends WeakReference<ThreadLocal<?>> {
    /** The value associated with this ThreadLocal. */
    Object value;

    Entry(ThreadLocal<?> k, Object v) {
    super(k);
    value = v;
    }
    }

    private Entry[] table;
  2. 当Entry的key即ThreadLocal对象没有强引用指向它后,下次GC回收后Entry中的key变为null,而对应的value由于是强引用无法被GC回收,因此仍然存在于ThreadLocalMap中,如果线程一直存活,那么ThreadLocalMap也会一直存在,因此key为null的Entry无法被GC回收,造成内存泄漏

  3. 内存泄漏的条件

    • ThreadLocal对象被回收(局部变量、匿名对象、手动置空)
    • 没有显示调用remove()方法清理
    • 线程持续存在(如线程池),ThreadLocalMap一直存活

五、使用ThreadLocal时要注意哪些点?

  1. 注意线程池使用场景

    由于线程池中的线程是复用的,如果线程A使用完ThreadLocal后没有清理,后续线程A继续执行任务会遇到“脏数据”

  2. 使用完及时清理,避免内存泄漏

    虽然ThreadLocalget()set()remove()方法中有尝试调用expungeStaleEntry()

  3. 避免使用ThreadLocal存储大对象