Isolate data between threads
Avoid passing parameters for every method in the thread, all methods in the thread You can directly obtain the objects managed in ThreadLocal
.
package com.example.test1.service; import org.springframework.scheduling.annotation.Async; import org.springframework.stereotype.Component; import java.text.SimpleDateFormat; import java.util.Date; @Component public class AsyncTest { // 使用threadlocal管理 private static final ThreadLocal<SimpleDateFormat> dateFormatLocal = ThreadLocal.withInitial(() -> new SimpleDateFormat("yyyy-MM-dd")); // 不用threadlocal进行管理,用于对比 SimpleDateFormat dateFormat = new SimpleDateFormat(); // 线程名称以task开头 @Async("taskExecutor") public void formatDateSync(String format, Date date) throws InterruptedException { SimpleDateFormat simpleDateFormat = dateFormatLocal.get(); simpleDateFormat.applyPattern(format); // 所有方法都可以直接使用这个变量,而不用根据形参传入 doSomething(); Thread.sleep(1000); System.out.println("sync " + Thread.currentThread().getName() + " | " + simpleDateFormat.format(date)); // 线程执行完毕,清除数据 dateFormatLocal.remove(); } // 线程名称以task2开头 @Async("taskExecutor2") public void formatDate(String format, Date date) throws InterruptedException { dateFormat.applyPattern(format); Thread.sleep(1000); System.out.println("normal " + Thread.currentThread().getName() + " | " + dateFormat.format(date)); } }
Use junit
to test:
@Test void test2() throws InterruptedException { for(int index = 1; index <= 10; ++index){ String format = index + "-yyyy-MM-dd"; Date time = new Date(); asyncTest.formatDate(format, time); } for(int index = 1; index <= 10; ++index){ String format = index + "-yyyy-MM-dd"; Date time = new Date(); asyncTest.formatDateSync(format, time); } }
The results are as follows, you can see that variables that are not managed by ThreadLocal
have been Unable to match the correct format.
sync task--10 | 10-2023-04-11
sync task--9 | 9-2023-04-11
normal task2-3 | 2-2023- 04-11
normal task2-5 | 2-2023-04-11
normal task2-10 | 2-2023-04-11
normal task2-6 | 2-2023-04-11
sync task--1 | 1-2023-04-11
normal task2-7 | 2-2023-04-11
normal task2-8 | 2-2023-04-11
normal task2- 9 | 2-2023-04-11
sync task--6 | 6-2023-04-11
sync task--3 | 3-2023-04-11
sync task--2 | 2-2023-04-11
sync task--7 | 7-2023-04-11
sync task--4 | 4-2023-04-11
sync task--8 | 8- 2023-04-11
normal task2-4 | 2-2023-04-11
normal task2-1 | 2-2023-04-11
sync task--5 | 5-2023-04- 11
normal task2-2 | 2-2023-04-11
The process of obtaining data from ThreadLocal
:
Get the corresponding thread first.
Get the ThreadLocalMap in the thread through
getMap(t)
##ThreadLocalMap is a re-implemented hash table. Implements a hash based on two elements:
ThreadLocal object, for example:
dateFormatLocal.
Entry object that encapsulates
value.
map.getEntry(this) method, obtain the corresponding
Entry# in the hash table based on the current threadlocal
object ##If it is the first time to use
, use setInitialValue()
to call the user-overridden initialValue()
method Create a map and initialize it with user-specified values. In this design, when the thread dies, the thread shared variable
will be destroyed. <div class="code" style="position:relative; padding:0px; margin:0px;"><pre class="brush:java;">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();
}</pre><div class="contentsignin">Copy after login</div></div>
Note
The object is a weak reference: <div class="code" style="position:relative; padding:0px; margin:0px;"><pre class="brush:java;">static class Entry extends WeakReference<ThreadLocal<?>> {
/** The value associated with this ThreadLocal. */
Object value;
// k: ThreadLocal, v: value
Entry(ThreadLocal<?> k, Object v) {
super(k);
value = v;
}
}</pre><div class="contentsignin">Copy after login</div></div>
The common usage of weak reference is:
WeakReference<RoleDTO> weakReference = new WeakReference<>(new RoleDTO());
Therefore, in
Entry, k
represents the ThreadLocal
object, which is a weak reference. v represents the value
managed by ThreadLocal
, which is a strong reference. Memory Leak
means that useless objects (objects no longer used) continue to occupy memory or the memory of useless objects cannot be released in time, resulting in memory leakage. The waste of space is called a memory leak. As the garbage collector activity increases and memory usage continues to increase, program performance will gradually decline. In extreme cases, OutOfMemoryError will be triggered, causing the program to crash. Memory leak problems mainly occur in the thread pool, because the threads in the thread pool are continuously executed and new tasks are continuously obtained from the task queue for execution. However, there may be
objects in the task, and the ThreadLocal
of these objects will be saved in the thread's ThreadLocalMap
, so ThreadLocalMap
will become more and more big. But
is passed in by the task (worker). After a task is executed, the corresponding ThreadLocal
object will be destroyed. The relationship in the thread is: Thread -> ThreadLoalMap -> Entry<ThreadLocal, Object>
. ThreadLocal
Because it is a weak reference, it will be destroyed during GC, which will cause Entry<null, Object>
to exist in ThreadLoalMap
.
Since the threads in the thread pool are always running, if
ThreadLoalMap is not cleaned up, then Entry< null, Object>
will always occupy memory. The remove()
method will clear the Entry
of key==null
.
Set
ThreadLocal to static
to avoid passing a thread class into the thread pool multiple times Repeat to create Entry
. For example, there is a user-defined thread <div class="code" style="position:relative; padding:0px; margin:0px;"><pre class="brush:java;">public class Test implements Runnable{
private static ThreadLocal<Integer> local = new ThreadLocal<>();
@Override
public void run() {
// do something
}
}</pre><div class="contentsignin">Copy after login</div></div>
that uses the thread pool to handle 10 tasks. Then a
will be saved in the The above is the detailed content of What is the usage and principle of ThreadLocal in Java. For more information, please follow other related articles on the PHP Chinese website!Thread.ThreadLocalMap
of each thread used to process tasks in the thread pool, due to the addition of the static
key Word, all local
variables in Entry
in each thread refer to the same variable. Even if a memory leak occurs at this time, all Test classes will have only one local
object, which will not cause excessive memory usage. @Test
void contextLoads() {
Runnable runnable = () -> {
System.out.println(Thread.currentThread().getName());
};
for(int index = 1; index <= 10; ++index){
taskExecutor2.submit(new com.example.test1.service.Test());
}
}