[Java並發編程(一)] 線程池 FixedThreadPool vs CachedThreadPool ...
摘要
介紹 Java 並發包里的幾個主要 ExecutorService 。
正文
CachedThreadPool
CachedThreadPool 是通過 java.util.concurrent.Executors 創建的 ThreadPoolExecutor 實例。這個實例會根據需要,在線程可用時,重用之前構造好的池中線程。這個線程池在執行 大量短生命周期的異步任務時(many short-lived asynchronous task),可以顯著提高程序性能。調用 execute 時,可以重用之前已構造的可用線程,如果不存在可用線程,那么會重新創建一個新的線程並將其加入到線程池中。如果線程超過 60 秒還未被使用,就會被中止並從緩存中移除。因此,線程池在長時間空閑后不會消耗任何資源。
注意隊列實例是:new SynchronousQueue
/**
* Creates a thread pool that creates new threads as needed, but
* will reuse previously constructed threads when they are
* available. These pools will typically improve the performance
* of programs that execute many short-lived asynchronous tasks.
* Calls to <tt>execute</tt> will reuse previously constructed
* threads if available. If no existing thread is available, a new
* thread will be created and added to the pool. Threads that have
* not been used for sixty seconds are terminated and removed from
* the cache. Thus, a pool that remains idle for long enough will
* not consume any resources. Note that pools with similar
* properties but different details (for example, timeout parameters)
* may be created using {@link ThreadPoolExecutor} constructors.
*
* @return the newly created thread pool
*/
public static ExecutorService newCachedThreadPool() {
return new ThreadPoolExecutor(0, Integer.MAX_VALUE,
60L, TimeUnit.SECONDS,
new SynchronousQueue<Runnable>());
}
FixedThreadPool
FixedThreadPool 是通過 java.util.concurrent.Executors 創建的 ThreadPoolExecutor 實例。這個實例會復用 固定數量的線程 處理一個 共享的無邊界隊列 。任何時間點,最多有 nThreads 個線程會處於活動狀態執行任務。如果當所有線程都是活動時,有多的任務被提交過來,那么它會一致在隊列中等待直到有線程可用。如果任何線程在執行過程中因為錯誤而中止,新的線程會替代它的位置來執行后續的任務。所有線程都會一致存於線程池中,直到顯式的執行 ExecutorService.shutdown() 關閉。
注意隊列實例是:new LinkedBlockingQueue
/**
* Creates a thread pool that reuses a fixed number of threads
* operating off a shared unbounded queue. At any point, at most
* <tt>nThreads</tt> threads will be active processing tasks.
* If additional tasks are submitted when all threads are active,
* they will wait in the queue until a thread is available.
* If any thread terminates due to a failure during execution
* prior to shutdown, a new one will take its place if needed to
* execute subsequent tasks. The threads in the pool will exist
* until it is explicitly {@link ExecutorService#shutdown shutdown}.
*
* @param nThreads the number of threads in the pool
* @return the newly created thread pool
* @throws IllegalArgumentException if {@code nThreads <= 0}
*/
public static ExecutorService newFixedThreadPool(int nThreads) {
return new ThreadPoolExecutor(nThreads, nThreads,
0L, TimeUnit.MILLISECONDS,
new LinkedBlockingQueue<Runnable>());
}
SingleThreadPool
SingleThreadPool 是通過 java.util.concurrent.Executors 創建的 ThreadPoolExecutor 實例。這個實例只會使用單個工作線程來執行一個無邊界的隊列。(注意,如果單個線程在執行過程中因為某些錯誤中止,新的線程會替代它執行后續線程)。它可以保證認為是按順序執行的,任何時候都不會有多於一個的任務處於活動狀態。和 newFixedThreadPool(1) 的區別在於,如果線程遇到錯誤中止,它是無法使用替代線程的。
/**
* Creates an Executor that uses a single worker thread operating
* off an unbounded queue. (Note however that if this single
* thread terminates due to a failure during execution prior to
* shutdown, a new one will take its place if needed to execute
* subsequent tasks.) Tasks are guaranteed to execute
* sequentially, and no more than one task will be active at any
* given time. Unlike the otherwise equivalent
* <tt>newFixedThreadPool(1)</tt> the returned executor is
* guaranteed not to be reconfigurable to use additional threads.
*
* @return the newly created single-threaded Executor
*/
public static ExecutorService newSingleThreadExecutor() {
return new FinalizableDelegatedExecutorService
(new ThreadPoolExecutor(1, 1,
0L, TimeUnit.MILLISECONDS,
new LinkedBlockingQueue<Runnable>()));
}
程序演示
-
LiftOff
public class LiftOff implements Runnable { protected int countDown = 10; // Default private static int taskCount = 0; private final int id = taskCount++; public LiftOff() {} public LiftOff(int countDown) { this.countDown = countDown; } public String status() { return "Thread ID: [" + String.format("%3d", Thread.currentThread().getId()) + "] #" + id + "(" + (countDown > 0 ? countDown : "LiftOff!") + ") "; } @Override public void run() { while (countDown-- > 0) { System.out.println(status()); Thread.yield(); } } }
-
CachedThreadPoolCase
public class CachedThreadPoolCase { public static void main(String[] args) throws InterruptedException { ExecutorService exec = Executors.newCachedThreadPool(); for(int i = 0; i < 5; i++) { exec.execute(new LiftOff()); Thread.sleep(10); } exec.shutdown(); } }
當 sleep 間隔為 5 milliseconds 時,共創建了 3 個線程,並交替執行。
當 sleep 間隔為 10 milliseconds 時,共創建了 2 個線程,交替執行。
-
FixedThreadPoolCase
public class FixedThreadPoolCase { public static void main(String[] args) throws InterruptedException { ExecutorService exec = Executors.newFixedThreadPool(3); for (int i = 0; i < 5; i++) { exec.execute(new LiftOff()); Thread.sleep(10); } exec.shutdown(); } }
無論 sleep 間隔時間是多少,總共都創建 3 個線程,並交替執行。
-
SingleThreadCase
public class SingleThreadPoolCase { public static void main(String[] args) throws InterruptedException { ExecutorService exec = Executors.newSingleThreadExecutor(); for (int i = 0; i < 10; i++) { exec.execute(new LiftOff()); Thread.sleep(5); } exec.shutdown(); } }
無論 sleep 間隔時間是多少,總共都只創建 1 個線程。
FixedThreadPool 與 CachedThreadPool 特性對比
特性 | FixedThreadPool | CachedThreadPool |
---|---|---|
重用 | FixedThreadPool 與 CacheThreadPool差不多,也是能 reuse 就用,但不能隨時建新的線程 | 緩存型池子,先查看池中有沒有以前建立的線程,如果有,就 reuse ;如果沒有,就建一個新的線程加入池中 |
池大小 | 可指定 nThreads,固定數量 | 可增長,最大值 Integer.MAX_VALUE |
隊列大小 | 無限制 | 無限制 |
超時 | 無 IDLE | 默認 60 秒 IDLE |
使用場景 | 所以 FixedThreadPool 多數針對一些很穩定很固定的正規並發線程,多用於服務器 | 大量短生命周期的異步任務 |
結束 | 不會自動銷毀 | 注意,放入 CachedThreadPool 的線程不必擔心其結束,超過 TIMEOUT 不活動,其會自動被終止。 |
最佳實踐
FixedThreadPool 和 CachedThreadPool 兩者對高負載的應用都不是特別友好。
CachedThreadPool 要比 FixedThreadPool 危險很多。
如果應用要求高負載、低延遲,最好不要選擇以上兩種線程池:
- 任務隊列的無邊界:會導致內存溢出以及高延遲
- 長時間運行會導致
CachedThreadPool
在線程創建上失控
因為兩者都不是特別友好,所以推薦使用 ThreadPoolExecutor
,它提供了很多參數可以進行細粒度的控制。
-
將任務隊列設置成有邊界的隊列
-
使用合適的
RejectionHandler
- 自定義的RejectionHandler
或 JDK 提供的默認 handler 。 -
如果在任務完成前后需要執行某些操作,可以重載
beforeExecute(Thread, Runnable) afterExecute(Runnable, Throwable)
-
重載 ThreadFactory ,如果有線程定制化的需求
-
在運行時動態控制線程池的大小(Dynamic Thread Pool)
參考
iteye: Java 並發包中的幾種 ExecutorService
stackoverflow: FixedThreadPool vs CachedThreadPool: the lesser of two evils
blogjava: 深入淺出多線程(4)對CachedThreadPool OutOfMemoryError問題的一些想法