java兩種序列化(hessian與java自帶)性能實驗分析報告

序列化的5w2h分析

  what:序列化是一種將java對象流化的機制

  how:將一個實現了Serializable接口的對象的狀態寫入byte[],傳輸到另外一個地方,將其讀出進行反序列化得對象(含狀態)。狀態就是類中的屬性是含有值的。

  why:方便對象在網絡間進行傳播,並且可以隨時把對象持久化到數據庫、文件等系統裏

  when:對象需要遠程過程調用,緩存到文件或DB中(hessian,rmi,ejb)

  where:發送接口處,寫入文件的入口處

  who:發送端序列化,接收端反序列化

  how much:序列化本身是昂貴的,但軟件工程本身是複雜,在解藕與性能之間架構師要做一個判斷。


實驗環境

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1

SerializeException 可自定義,繼承runtimeException

hessian序列化工具類

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package com.uet.common.utils;

 

import java.io.ByteArrayInputStream;

import java.io.ByteArrayOutputStream;

import java.io.IOException;

 

import com.caucho.hessian.io.HessianSerializerInput;

import com.caucho.hessian.io.HessianSerializerOutput;

import com.uet.common.exception.SerializeException;

 

public class HessianObjectSerializeUtil {

    /**

     *

     * 純hessian序列化

     *

     * @param <T>

     *

     * @param object

     *

     * @return

     *

     * @throws Exception

     */

 

    public static <T> byte[] serialize(T object) {

        if (object == null) {

            throw new NullPointerException();

        }

        byte[] results = null;

        ByteArrayOutputStream os = null;

        HessianSerializerOutput hessianOutput = null;

        try {

            os = new ByteArrayOutputStream();

            hessianOutput = new HessianSerializerOutput(os);

            //write本身是線程安全的

            hessianOutput.writeObject(object);

            os.close();

            results = os.toByteArray();

        } catch (Exception e) {

            throw new SerializeException(e);

        } finally {

            try {

                if (os != null)

                    os.close();

            } catch (IOException e) {

                // TODO Auto-generated catch block

                e.printStackTrace();

            }

        }

        return results;

    }

 

    /**

     *

     * 純hessian反序列化

     *

     * @param bytes

     *

     * @return

     *

     * @throws Exception

     */

 

    @SuppressWarnings("unchecked")

    public static <T> T deserialize(Class<T> resultClass, byte[] bytes) {

        if (bytes == null) {

            throw new NullPointerException();

        }

        T result = null;

        ByteArrayInputStream is = null;

        try {

            is = new ByteArrayInputStream(bytes);

            HessianSerializerInput hessianInput = new HessianSerializerInput(is);

            result = (T) hessianInput.readObject();

 

        } catch (Exception e) {

            throw new SerializeException(e);

        } finally {

            try {

                if (is != null)

                    is.close();

            } catch (IOException e) {

                throw new SerializeException(e);

            }

        }

        return result;

 

    }

}


java自帶的序列化工具類

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package com.uet.common.utils;

 

import java.io.ByteArrayInputStream;

import java.io.ByteArrayOutputStream;

import java.io.Closeable;

import java.io.IOException;

import java.io.ObjectInputStream;

import java.io.ObjectOutputStream;

 

import com.uet.common.exception.SerializeException;

 

public class ObjectsSerializeUtil{

 

    public static <T> byte[] serialize(T value) {

        if (value == null) {

            throw new NullPointerException("Can't serialize null");

        }

        byte[] result = null;

        ByteArrayOutputStream bos = null;

        ObjectOutputStream os = null;

        try {

            bos = new ByteArrayOutputStream();

            os = new ObjectOutputStream(bos);

            os.writeObject(value);

            os.close();

            bos.close();

            result = bos.toByteArray();

        } catch (IOException e) {

            throw new IllegalArgumentException("Non-serializable object", e);

        } finally {

            close(os);

            close(bos);

        }

        return result;

    }

 

    @SuppressWarnings("unchecked")

    public static <T> T deserialize(Class<T> resultClass,byte[] in) {

        T result = null;

        ByteArrayInputStream bis = null;

        ObjectInputStream is = null;

        try {

            if (in != null) {

                bis = new ByteArrayInputStream(in);

                is = new ObjectInputStream(bis);

                result = (T) is.readObject();

                is.close();

                bis.close();

            }

        } catch (IOException e) {

            throw new SerializeException(String.format("Caught IOException decoding %d bytes of data", in == null ? 0 : in.length) + e);

        } catch (ClassNotFoundException e) {

            throw new SerializeException(String.format("Caught CNFE decoding %d bytes of data", in == null ? 0 : in.length) + e);

        } finally {

            close(is);

            close(bis);

        }

        return result;

    }

    public static void close(Closeable closeable) {

        if (closeable != null) {

            try {

                closeable.close();

            } catch (Exception e) {

                throw new SerializeException(e);

            }

        }

    }

}

實驗運行的類(BaseGrade您可以自己定義,但要實現Serializable接口)


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package com.uet.common.utils;

 

import com.uet.course.entity.BaseGrade;

 

public class SerializeTest {

    private static int count=10000;

    public static void main(String[] args) throws Exception {

        /*BaseGrade grade = new BaseGrade();

        grade.setId(120L+10);

        grade.setName("唔年紀");

        grade.init();

        byte[] results=HessianObjectSerializeUtil.serialize(grade);*/

        //System.out.println(results.length);

        hessianObjectSerialize();

        javaObjectSerialize();

    }

    public static void hessianObjectSerialize(){

        long start = System.currentTimeMillis();

        for(int i=0;i<count;i++){

            BaseGrade grade = new BaseGrade();

            grade.setId(120L+i);

            grade.setName("唔年紀");

            grade.init();

            byte[] results=HessianObjectSerializeUtil.serialize(grade);

            BaseGrade result=HessianObjectSerializeUtil.deserialize(BaseGrade.class,results);

            //System.out.println(result.getId());

        }

        long end = System.currentTimeMillis();

        System.out.println("hessianObjectSerialize耗時:"+ ((end - start) / 1000.0) + " seconds");

    }

    public static void javaObjectSerialize(){

        long start = System.currentTimeMillis();

        for(int i=0;i<count;i++){

            BaseGrade grade = new BaseGrade();

            grade.setId(120L+i);

            grade.setName("唔年紀");

            grade.init();

            byte[] results=ObjectsSerializeUtil.serialize(grade);

            BaseGrade result=ObjectsSerializeUtil.deserialize(BaseGrade.class,results);

            //System.out.println(result.getId());

        }

        long end = System.currentTimeMillis();

        System.out.println("javaObjectSerialize耗時:"+ ((end - start) / 1000.0) + " seconds");

    }

 

}


序列化的字節260btye

實驗結果

循環1次(運行10次平均結果):

hessianObjectSerialize耗時:0.05 seconds
javaObjectSerialize耗時:0.01 seconds

循環10次(運行10次平均結果):

hessianObjectSerialize耗時:0.06 seconds
javaObjectSerialize耗時:0.015 seconds

循環100次(運行10次平均結果):

hessianObjectSerialize耗時:0.074 seconds
javaObjectSerialize耗時:0.04 seconds

循環1000次(運行10次平均結果):

hessianObjectSerialize耗時:0.162 seconds
javaObjectSerialize耗時:0.123 seconds

循環10000次(運行10次平均結果):

hessianObjectSerialize耗時:0.6 seconds
javaObjectSerialize耗時:0.47 seconds

循環100000次

hessianObjectSerialize耗時:4.668 seconds
javaObjectSerialize耗時:4.144 seconds

實驗結論

java自身所帶的方法明顯比hessian自帶的序列化效率更高。

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