关于java:十一种方法实现亿级数据

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我的项目需要:实现多线程达到数据的亿级自增,并且尽可能让工夫缩短 , 要求:
(1) 速度要快
(2) 安全性要高
第 1 种形式

package com.example.currency03;

import java.util.concurrent.atomic.AtomicLong;

/**
 * 1· 使用 Thread、AtomicLong、线程 join 实现
 */
public class Counter1 {public static AtomicLong inc = new AtomicLong();
    public void increase() {
        // 数据加一
        inc.getAndIncrement();}

    public static void count() throws InterruptedException {final Counter1 c1 = new Counter1();
        Thread  th;
        long t1 = System.currentTimeMillis();

        for(int i = 0; i < 1000; i++) {th = new Thread(() -> {for(int j = 0; j < 100000; j++) {c1.increase();
                }
            });
            th.start();
            th.join();}
        long t2 = System.currentTimeMillis();
        System.out.println("Counter1 ,"+String.format("后果:%s, 耗时 (ms):%s", inc, (t2 - t1)));
    }

    public static void main(String[] args) throws InterruptedException {for (int i = 0; i < 10; i++) {inc.set(0);
            count();}
    }
}

消耗工夫如下:

第 2 种形式

package com.example.currency03;

import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReentrantLock;

/**
 * 2、使用 thread、reentrantlock、线程 join
 */
public class Counter2 {
    public static Integer inc = 0;
    Lock lock = new ReentrantLock();
    public void increase() {lock.lock();
        try {inc++;} finally {lock.unlock();
        }
    }
    public static void count() throws InterruptedException {final Counter2 c2 = new Counter2();
        Thread th;
        Long t1 = System.currentTimeMillis();
        for(int i = 0; i < 1000; i++) {th = new Thread(() -> {for(int j = 0; j < 100000; j++) {c2.increase();
                }
            });
            th.start();
            th.join();}
        long t2 = System.currentTimeMillis();
        System.out.println("Counter2 ,"+String.format("后果:%s, 耗时 (ms):%s", inc, (t2 - t1)));
    }

    public static void main(String[] args) throws InterruptedException {for (int i = 0; i < 10; i++) {
            inc = 0;
            count();}
    }
}

消耗工夫如下:

第 3 种形式

package com.example.currency03;
/**
 * 3、使用 thread、synchronized、线程 join
 */
public class Counter3 {
    public static Integer inc = 0;
    public synchronized void increase() {inc++;}
    public static void count() throws InterruptedException {final Counter3 c3 = new Counter3();
        Thread th;
        long t1 = System.currentTimeMillis();
        for (int i = 0; i < 1000; i++) {th = new Thread(() -> {for(int j = 0; j < 100000; j++) {c3.increase();
                }
            });
            th.start();
            th.join();}
        long t2 = System.currentTimeMillis();
        System.out.println("Counter3,"+String.format("后果:%s, 耗时 (ms):%s", inc, (t2 - t1)));
    }

    public static void main(String[] args) throws InterruptedException {for (int i = 0; i < 10; i++) {
            inc = 0;
            count();}

    }
}

消耗工夫如下:

第 4 种形式

package com.example.currency03;

import java.util.concurrent.atomic.AtomicLong;

/**
 * 4、使用 thread、AtomicLong、线程状态 TERMINATED
 */
public class Counter4 {public static AtomicLong inc = new AtomicLong();
    public void crease() {inc.getAndIncrement();
    }
    public static void count() throws InterruptedException {final Counter4 c4 = new Counter4();
        long t1 = System.currentTimeMillis();
        Thread  th = null;
        for(int i = 0; i < 1000; i++) {th = new Thread(() -> {for(int j = 0; j < 100000; j++) {c4.crease();
                }
            });
            th.start();
            while(th.getState()!=Thread.State.TERMINATED){Thread.sleep(1);
            }
        }
        long t2 = System.currentTimeMillis();
        System.out.println("Counter4,"+String.format("后果:%s, 耗时 (ms):%s", inc, (t2 - t1)));
    }

    public static void main(String[] args) throws InterruptedException {for (int i = 0; i < 10; i++) {inc.set(0);
            count();}
    }

}

消耗工夫如下:

第 5 种形式

package com.example.currency03;

import java.util.concurrent.atomic.AtomicLong;

/**
 * 5、使用 Thread、AtomicLong、线程 isAlive 等实现
 */
public class Counter5 {public static AtomicLong inc = new AtomicLong();
    public void increase() {inc.getAndIncrement();
    }
    public static void count() throws InterruptedException {final Counter5 c5 = new Counter5();
        Thread  th = null;
        long t1 = System.currentTimeMillis();
        for(int i = 0; i < 1000; i++) {th = new Thread(() -> {for(int j = 0; j < 100000; j++) {c5.increase();
                }
            });
            th.start();
            while(th.isAlive()){Thread.sleep(1);
            }

        }
        long t2 = System.currentTimeMillis();
        System.out.println("Counter5,"+String.format("后果:%s, 耗时 (ms):%s", inc, (t2 - t1)));
    }

    public static void main(String[] args) throws InterruptedException {for (int i = 0; i < 10; i++) {inc.set(0);
            count();}

    }
}

消耗工夫如下:

第 6 种形式

package com.example.currency03;

import java.util.concurrent.CountDownLatch;
import java.util.concurrent.ExecutionException;

/**
 * 6、使用 Thread、synchronized、线程 CountDownLatch 等实现
 */
public class Counter6 {
    public static int inc = 0;
    public synchronized static void increase() {inc++;}
    public static void count() throws InterruptedException {
        int threadCount = 1000;
        long t1 = System.currentTimeMillis();

        CountDownLatch countDownLatch = new CountDownLatch(threadCount);
        for(int i = 0; i < threadCount; i++) {new Thread(() -> {
                try {for (int j = 0; j < 100000; j++) {increase();
                    }
                } finally {countDownLatch.countDown();
                }

            }).start();}
        countDownLatch.await();
        long t2 = System.currentTimeMillis();
        System.out.println("Counter6,"+String.format("后果:%s, 耗时 (ms):%s", inc, (t2 - t1)));

    }
    public static void main(String[] args) throws ExecutionException, InterruptedException {for (int i = 0; i < 10; i++) {
            inc = 0;
            count();}
    }

}

消耗工夫如下:

第 7 种形式

package com.example.currency03;

import java.util.concurrent.CountDownLatch;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.atomic.AtomicLong;

/**
 * 7、使用 Thread、AtomicLong、线程 CountDownLatch 等实现
 */
public class Counter7 {public static AtomicLong inc = new AtomicLong(0);
    public static void increase() {inc.getAndIncrement();
    }
    public static void count() throws InterruptedException {
        int threadCount = 1000;
        long t1 = System.currentTimeMillis();
        CountDownLatch countDownLatch = new CountDownLatch(threadCount);
        for(int i = 0; i < threadCount; i++) {new Thread(() -> {
            try {for(int j = 0; j < 100000; j++) {increase();
                    }

            } finally {countDownLatch.countDown();
            }
        }).start();}
        countDownLatch.await();
        long t2 = System.currentTimeMillis();
        System.out.println("Counter7,"+String.format("后果:%s, 耗时 (ms):%s", inc, (t2 - t1)));
    }

    public static void main(String[] args) throws ExecutionException, InterruptedException {for (int i = 0; i < 10; i++) {inc.set(0);
            count();}
    }
}

消耗工夫如下:

第 8 种形式

package com.example.currency03;

import java.util.concurrent.CountDownLatch;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.atomic.LongAdder;

/**
 * 8、使用 Thread、LongAddr、线程 CountDownLatch 等实现
 */
public class Counter8 {public static LongAdder longAdder = new LongAdder();

    public static void increase() {longAdder.increment();
    }

    public static void count() throws InterruptedException {
        int threadCount = 1000;
        long t1 = System.currentTimeMillis();

        CountDownLatch countDownLatch = new CountDownLatch(threadCount);
        for (int i = 0; i < threadCount; i++) {new Thread(() -> {
                try {for (int j = 0; j < 100000; j++) {increase();
                    }

                } finally {countDownLatch.countDown();
                }
            }).start();}
        countDownLatch.await();
        long t2 = System.currentTimeMillis();
        System.out.println("Counter8," + String.format("后果:%s, 耗时 (ms):%s", longAdder.sum(), (t2 - t1)));

    }

    public static void main(String[] args) throws ExecutionException, InterruptedException {for (int i = 0; i < 10; i++) {longAdder.reset();
            count();}
    }
}

消耗工夫如下:

第 9 种形式

package com.example.currency03;

import java.util.concurrent.CountDownLatch;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.atomic.LongAccumulator;

/**
 * 9、使用 Thread、LongAccumulator、线程 CountDownLatch 等实现
 */
public class Counter9 {private static LongAccumulator inc = new LongAccumulator((x, y) -> x + y, 0L);

    public static void incr() {inc.accumulate(1);
    }

    public static void count() throws InterruptedException {
        int threadCount = 1000;
        long t1 = System.currentTimeMillis();
        CountDownLatch countDownLatch = new CountDownLatch(threadCount);
        for(int i = 0; i < threadCount; i++) {new Thread(() -> {
                try {for(int j = 0; j < 100000; j++) {incr();
                    }
                } finally {countDownLatch.countDown();
                }

            }).start();}
        countDownLatch.await();
        long t2 = System.currentTimeMillis();
        System.out.println("Counter9,"+String.format("后果:%s, 耗时 (ms):%s", inc.longValue(), (t2 - t1)));

    }

    public static void main(String[] args) throws ExecutionException, InterruptedException {for (int i = 0; i < 10; i++) {inc.reset();
            count();}
    }

}

消耗工夫如下:

第 10 种形式

package com.example.currency03;

import java.util.concurrent.atomic.LongAdder;

/**
 * 10、使用 Thread、LongAdder、线程 join 的实现
 */
public class Counter10 {public static LongAdder inc = new LongAdder();

    public  void increase() {inc.increment();
    }

    public static void main(String[] args) throws InterruptedException {for (int i = 0; i < 10; i++) {inc.reset();
            count();}

    }

    private static void count() throws InterruptedException {final Counter10 test = new Counter10();
        Thread  th;
        long t1 = System.currentTimeMillis();
        for(int i=0;i<1000;i++){th= new Thread(() -> {for(int j = 0;j < 100000;j++) {test.increase();
                }
            });
            th.start();
            th.join();}

        long t2 = System.currentTimeMillis();
        System.out.println("Counter10 ,"+String.format("后果:%s, 耗时 (ms):%s", inc, (t2 - t1)));
    }

}

消耗工夫如下:

第 11 种形式

package com.example.currency03;

import java.util.concurrent.atomic.LongAccumulator;

/**
 * 使用 Thread、LongAccumulator、线程 join 的实现
 */
public class Counter11 {static LongAccumulator inc = new LongAccumulator((x, y) -> x + y, 0L);

    public  void increase() {inc.accumulate(1);
    }

    public static void main(String[] args) throws InterruptedException {for (int i = 0; i < 10; i++) {inc.reset();
            count();}

    }

    private static void count() throws InterruptedException {final Counter11 test = new Counter11();
        Thread  th;
        long t1 = System.currentTimeMillis();
        for(int i=0;i<1000;i++){th= new Thread(() -> {for(int j = 0; j < 100000; j++) {test.increase();
                }
            });
            th.start();
            th.join();}

        long t2 = System.currentTimeMillis();
        System.out.println("Counter11 ,"+String.format("后果:%s, 耗时 (ms):%s", inc, (t2 - t1)));
    }

}

消耗工夫如下:

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