并行流 多线程 把一个内容分成多个数据块 不同线程分别处理每个数据块的流
串行流 单线程 一个线程处理所有数据
java8 对并行流优化 StreamAPI 通过parallel() 并行流
sequential() 顺序流
注意:
使用并行流并不是一定会提高效率,因为jvm对数据进行切片和切换线程也是需要时间的。
所以数据量越小,串行操作越快;数据量越大,并行操作效果越好。
StreamAPI 通过parallel() 并行流 底层是Fork/join 框架
Fork/join 框架 将任务分解成 若干小任务(分解到不可分解为止) 小任务的结果 join汇总
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" alt="" />
Fork/Join与传统线程池的区别!
Fork/Join采用“工作窃取模式”,当执行新的任务时他可以将其拆分成更小的任务执行,并将小任务加到线程队列中,然后再从一个随即线程中偷一个并把它加入自己的队列中。
就比如两个CPU上有不同的任务,这时候A已经执行完,B还有任务等待执行,这时候A就会将B队尾的任务偷过来,加入自己的队列中,对于传统的线程,ForkJoin更有效的利用的CPU资源!
ForkJoin的实现:实现这个框架需要继承RecursiveTask 或者 RecursiveAction ,RecursiveTask是有返回值的,相反Action则没有
温馨提示: 电脑性能不好 不要run 很消耗电脑寿命
package com.wf.zhang.java8.stream; import java.util.concurrent.RecursiveTask; public class ForkJoinCalculate extends RecursiveTask<Long> { private static final long serialVersionUID = 13475679780L; private long start;
private long end; private static final long THRESHOLD = 10000L; //临界值 //计算从start-end之和
public ForkJoinCalculate(long start, long end) {
this.start = start;
this.end = end;
} @Override
protected Long compute() {
long length = end - start; if(length <= THRESHOLD){
long sum = 0; for (long i = start; i <= end; i++) {
sum += i;
}
return sum;
}else{
long middle = (start + end) / 2; ForkJoinCalculate left = new ForkJoinCalculate(start, middle);
left.fork(); //拆分,并将该子任务压入线程队列 ForkJoinCalculate right = new ForkJoinCalculate(middle+1, end);
right.fork();
//汇总
return left.join() + right.join();
} } }
ForkJoinCalculate
package com.wf.zhang.java8.stream; import org.junit.Test; import java.util.concurrent.ForkJoinPool;
import java.util.concurrent.ForkJoinTask;
import java.util.stream.LongStream; public class TestForkJoin { @Test
public void test1(){
long start = System.currentTimeMillis(); ForkJoinPool pool = new ForkJoinPool();
ForkJoinTask<Long> task = new ForkJoinCalculate(0L, 10000000000L); long sum = pool.invoke(task);
System.out.println(sum); long end = System.currentTimeMillis(); System.out.println("耗费的时间为: " + (end - start));
} //java8 优化并行流
@Test
public void test3(){
long start = System.currentTimeMillis(); Long sum = LongStream.rangeClosed(0L, 10000000000L)
.parallel()
.sum(); System.out.println(sum); long end = System.currentTimeMillis(); System.out.println("耗费的时间为: " + (end - start));
}
}
TestForkJoin
使用java8优化并行流 0L, 10000000000L 相加
LongStream.rangeClosed () 生成连续的Long类型的数
parellel() 并行流 底层是Fork/join 框架