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BigMemroy系列文章--8. Bigmemory快速接入实战

博客分类：

bigmemory
缓存
cache
ehcache

bigmemory protostuff 序列化 terracotta-license

2237511

更多BigMemory Go可参考官方文档：

http://www.terracotta.org/documentation/4.0/bigmemorygo

一、BigMemory证书：

(1). 由于BigMemory是商业版，需要从官网上注册、下载证书（目前只支持90天）和对应版本的jar包：

下载地址：http://terracotta.org/downloads/bigmemorygo，完成表单填写，完成下载。

(2). 可以将证书放到classpath下，或者加入启动参数：

-Dcom.tc.productkey.path=/path/to/terracotta-license.key

(3). 证书示例：

# This software license, granted by Terracotta Inc. - a Software AG company, is valid for and may only be used
# by the licensee of this product ("Licensee").
# Descriptor version: 4
# ------------------------------------------------------------------------------------
Date of Issue: 2015-08-19
Expiration Date: 2015-11-17
License Type: Trial
License Number: 1009994
Licensee: deren zhang, it
Email: 490431513@qq.com
Product: BigMemory Go
Edition: DX
Capabilities: ehcache, TMC, ehcache offheap
Max Client Count: 0
ehcache.maxOffHeap: 32G
Signature: MC0CFHmKKAqyuq+bmly3S6GzM9yJDznNAhUAjDDruAR/GtZRFs2dkUP6WtK7MTU=

其中:

ehcache.maxOffHeap代表最大的堆外内存

Capabilities: ehcache, TMC, ehcache offheap：表示证书可以适用于 ehcache, TMC, ehcache offheap

Signature：证书号

二、依赖

1. BigMemory依赖

<bigmemory.version>4.0.5</bigmemory.version>
<ehcache-ee.version>2.7.5</ehcache-ee.version>
<dependency>
    <groupId>org.terracotta.bigmemory</groupId>
    <artifactId>bigmemory</artifactId>
    <version>${bigmemory.version}</version>
</dependency>
<dependency>
    <groupId>net.sf.ehcache</groupId>
    <artifactId>ehcache-ee</artifactId>
    <version>${ehcache-ee.version}</version>
</dependency>

2. 序列化工具protostuff依赖

<protostuff.version>1.0.8</protostuff.version>
<dependency>
    <groupId>com.dyuproject.protostuff</groupId>
    <artifactId>protostuff-runtime</artifactId>
    <version>${protostuff.version}</version>
</dependency>
<dependency>
    <groupId>com.dyuproject.protostuff</groupId>
    <artifactId>protostuff-core</artifactId>
    <version>${protostuff.version}</version>
</dependency>

3. logback依赖（logback实现了slf4j-api）

<logback.version>1.0.13</logback.version>
<dependency>
    <groupId>ch.qos.logback</groupId>
    <artifactId>logback-core</artifactId>
    <version>${logback.version}</version>
</dependency>
<dependency>
    <groupId>ch.qos.logback</groupId>
    <artifactId>logback-classic</artifactId>
    <version>${logback.version}</version>
</dependency>

4. 引入junit

<junit.version>4.11</junit.version>
<dependency>
   <groupId>junit</groupId>
   <artifactId>junit</artifactId>
   <version>${junit.version}</version>
</dependency>

5.最终pom配置

<properties>
    <bigmemory.version>4.0.5</bigmemory.version>
    <ehcache-ee.version>2.7.5</ehcache-ee.version>
    <protostuff.version>1.0.8</protostuff.version>
    <logback.version>1.0.13</logback.version>
    <junit.version>4.11</junit.version>
</properties>
<dependencies>
    <dependency>
        <groupId>org.terracotta.bigmemory</groupId>
        <artifactId>bigmemory</artifactId>
        <version>${bigmemory.version}</version>
    </dependency>
    <dependency>
        <groupId>net.sf.ehcache</groupId>
        <artifactId>ehcache-ee</artifactId>
        <version>${ehcache-ee.version}</version>
    </dependency>
    <dependency>
        <groupId>com.dyuproject.protostuff</groupId>
        <artifactId>protostuff-runtime</artifactId>
        <version>${protostuff.version}</version>
    </dependency>
    <dependency>
        <groupId>com.dyuproject.protostuff</groupId>
        <artifactId>protostuff-core</artifactId>
        <version>${protostuff.version}</version>
    </dependency>
    <dependency>
        <groupId>ch.qos.logback</groupId>
        <artifactId>logback-core</artifactId>
        <version>${logback.version}</version>
    </dependency>
    <dependency>
        <groupId>ch.qos.logback</groupId>
        <artifactId>logback-classic</artifactId>
        <version>${logback.version}</version>
    </dependency>
    <dependency>
        <groupId>junit</groupId>
        <artifactId>junit</artifactId>
        <version>${junit.version}</version>
    </dependency>
</dependencies>
<build>
    <plugins>
        <plugin>
            <groupId>org.apache.maven.plugins</groupId>
            <artifactId>maven-compiler-plugin</artifactId>
            <version>3.1</version>
            <configuration>
                <source>1.7</source>
                <target>1.7</target>
                <encoding>UTF-8</encoding>
            </configuration>
        </plugin>
    </plugins>
</build>

三、BigMemory配置

BigMemory的配置一般也叫ehcache.xml，放到classpath下：我们使用极简配置

<?xml version="1.0" encoding="UTF-8" ?>
<ehcache xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
    xsi:noNamespaceSchemaLocation="http://ehcache.org/ehcache.xsd">    
    <cache name="firstOffHeapCache" maxBytesLocalHeap="32M" maxBytesLocalOffHeap="1024M"/>
</ehcache>

Bigmemory的配置相对于Ehcache添加了两个属性：

maxBytesLocalOffHeap：最大堆外内存
maxBytesLocalHeap：堆外内存在堆内内存的热点数据最大值

四、logback配置

<?xml version="1.0" encoding="UTF-8"?>
<configuration scan="true" scanPeriod="5 seconds">
    <appender name="STDOUT" class="ch.qos.logback.core.ConsoleAppender">
        <encoder>
            <pattern>%d{HH:mm:ss.SSS} [%thread] %-5level %logger{36} - %msg%n</pattern>
        </encoder>
    </appender>
    <root level="INFO">
        <appender-ref ref="STDOUT"/>
    </root>
</configuration>

五、BigMemory测试：

1. 一个实体类：

package com.sohu.tv.bigmemory.first;
import java.util.Date;
/**
 * 俱乐部
 * 
 * @author leifu
 * @Date 2015年7月28日
 * @Time 下午1:43:53
 */
public class Club {
    /**
     * 俱乐部id
     */
    private int id;
    /**
     * 俱乐部名
     */
    private String clubName;
    /**
     * 俱乐部描述
     */
    private String clubInfo;
    /**
     * 创建日期
     */
    private Date createDate;
    /**
     * 排名
     */
    private int rank;
    public Club(int id, String clubName, String clubInfo, Date createDate, int rank) {
        super();
        this.id = id;
        this.clubName = clubName;
        this.clubInfo = clubInfo;
        this.createDate = createDate;
        this.rank = rank;
    }
    public Club() {
        super();
    }
    public int getId() {
        return id;
    }
    public void setId(int id) {
        this.id = id;
    }
    public String getClubName() {
        return clubName;
    }
    public void setClubName(String clubName) {
        this.clubName = clubName;
    }
    public String getClubInfo() {
        return clubInfo;
    }
    public void setClubInfo(String clubInfo) {
        this.clubInfo = clubInfo;
    }
    public Date getCreateDate() {
        return createDate;
    }
    public void setCreateDate(Date createDate) {
        this.createDate = createDate;
    }
    public int getRank() {
        return rank;
    }
    public void setRank(int rank) {
        this.rank = rank;
    }
    @Override
    public String toString() {
        return "Club [id=" + id + ", clubName=" + clubName + ", clubInfo=" + clubInfo + ", createDate=" + createDate
                + ", rank=" + rank + "]";
    }
}

2. BigMemory测试（Ehcache单元测试作为测试）

(1) 单元测试：

package com.sohu.tv.bigmemory.first;
import java.util.Date;
import org.junit.BeforeClass;
import org.junit.Test;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import net.sf.ehcache.Cache;
import net.sf.ehcache.CacheManager;
import net.sf.ehcache.Element;
/**
 * 第一个BigMemory测试
 * 
 * @author leifu
 * @Date 2015年8月12日
 * @Time 上午10:14:13
 */
public class FirstBigmemoryTest {
    private static Logger logger = LoggerFactory.getLogger(FirstBigmemoryTest.class);
    private static Cache cache;
    private static final String BIGMEORY_CACHE_NAME = "firstOffHeapCache";
     
    @BeforeClass
    public static void setUp() {
        CacheManager cacheManager = CacheManager.create(FirstBigmemoryTest.class.getClassLoader()
                .getResourceAsStream("ehcache.xml"));
        // 打印cacheManager管理的cache
        String[] cacheNameArr = cacheManager.getCacheNames();
        for (String cacheName : cacheNameArr) {
            logger.info("cacheName: {}", cacheName);
        }
        cache = cacheManager.getCache(BIGMEORY_CACHE_NAME);
    }
    @Test
    public void testCRUD() {
        logger.info("At start, bigmemory object size: {}", cache.getSize());
        // 唯一key
        String key = "football:club:1";
        Club club = new Club(1, "AC", "AC米兰", new Date(), 1);
        // 增
        Element element = new Element(key, club);
        cache.put(element);
        logger.info("after add bigmemory object size: {}", cache.getSize());
        // 查
        Element elementResult = cache.get(key);
        Club clubResult = (Club) elementResult.getObjectValue();
        logger.info("get key {} value is {}", key, clubResult.toString());
        // 修改
        club.setRank(8888);
        cache.put(element);
        logger.info("after set bigmemory object size: {}", cache.getSize());
        // 再查
        Element elementResultAgain = cache.get(key);
        Club clubResultAgain = (Club) elementResultAgain.getObjectValue();
        logger.info("get key {} again value is {}", key, clubResultAgain.toString());
        // 删
        boolean removeResult = cache.remove(key);
        logger.info("remove result is {}, after remove bigmemory object size: {}", removeResult, cache.getSize());
        // 增加一条，观察下次启动
        cache.put(element);
        logger.info("At final, bigmemory object size: " + cache.getSize());
        // 生产环境不要使用，影响性能
        logger.info("At final, bigmemory memory size: " + cache.calculateInMemorySize());
    }
}

(2) 输出报错：Club必须序列化

net.sf.ehcache.CacheException: The element '[ key = football:club:1, value=Club [id=1, clubName=AC, clubInfo=AC米兰, createDate=Sat Aug 22 09:40:29 CST 2015, rank=1], version=1, hitCount=0, CreationTime = 1440207629814, LastAccessTime = 1440207629814 ]' is not serializable and cannot be put into the offheap cache firstOffHeapCache
at net.sf.ehcache.store.offheap.OffHeapStore.handleNotSerializableException(OffHeapStore.java:384)
at net.sf.ehcache.store.offheap.OffHeapStore.putFaulted(OffHeapStore.java:419)
at net.sf.ehcache.store.CacheStore$2.call(CacheStore.java:127)
at net.sf.ehcache.store.CacheStore$2.call(CacheStore.java:121)
at net.sf.ehcache.store.cachingtier.OnHeapCachingTier$Fault.get(OnHeapCachingTier.java:327)
at net.sf.ehcache.store.cachingtier.OnHeapCachingTier$Fault.access$200(OnHeapCachingTier.java:304)
at net.sf.ehcache.store.cachingtier.OnHeapCachingTier.get(OnHeapCachingTier.java:174)
at net.sf.ehcache.store.CacheStore.put(CacheStore.java:121)
at net.sf.ehcache.Cache.putInternal(Cache.java:1501)
at net.sf.ehcache.Cache.put(Cache.java:1427)
at net.sf.ehcache.Cache.put(Cache.java:1392)
at com.sohu.tv.bigmemory.first.FirstBigmemoryTest.testCRUD(FirstBigmemoryTest.java:41)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at org.junit.runners.model.FrameworkMethod$1.runReflectiveCall(FrameworkMethod.java:47)
at org.junit.internal.runners.model.ReflectiveCallable.run(ReflectiveCallable.java:12)
at org.junit.runners.model.FrameworkMethod.invokeExplosively(FrameworkMethod.java:44)
at org.junit.internal.runners.statements.InvokeMethod.evaluate(InvokeMethod.java:17)
at org.junit.runners.ParentRunner.runLeaf(ParentRunner.java:271)
at org.junit.runners.BlockJUnit4ClassRunner.runChild(BlockJUnit4ClassRunner.java:70)
at org.junit.runners.BlockJUnit4ClassRunner.runChild(BlockJUnit4ClassRunner.java:50)
at org.junit.runners.ParentRunner$3.run(ParentRunner.java:238)
at org.junit.runners.ParentRunner$1.schedule(ParentRunner.java:63)
at org.junit.runners.ParentRunner.runChildren(ParentRunner.java:236)
at org.junit.runners.ParentRunner.access$000(ParentRunner.java:53)
at org.junit.runners.ParentRunner$2.evaluate(ParentRunner.java:229)
at org.junit.internal.runners.statements.RunBefores.evaluate(RunBefores.java:26)
at org.junit.runners.ParentRunner.run(ParentRunner.java:309)
at org.eclipse.jdt.internal.junit4.runner.JUnit4TestReference.run(JUnit4TestReference.java:50)
at org.eclipse.jdt.internal.junit.runner.TestExecution.run(TestExecution.java:38)
at org.eclipse.jdt.internal.junit.runner.RemoteTestRunner.runTests(RemoteTestRunner.java:467)
at org.eclipse.jdt.internal.junit.runner.RemoteTestRunner.runTests(RemoteTestRunner.java:683)
at org.eclipse.jdt.internal.junit.runner.RemoteTestRunner.run(RemoteTestRunner.java:390)
at org.eclipse.jdt.internal.junit.runner.RemoteTestRunner.main(RemoteTestRunner.java:197)

(3) 修复：Club实现序列化接口

public class Club implements Serializable

(4) 输出结果正常：

输出信息包含证书的验证、BigMemory堆外内存的分配

11:04:00.965 [main] INFO o.t.license.ehcache.LicenseManager - Terracotta license loaded from resource /terracotta-license.key
Date of Issue: 2015-08-19
Expiration Date: 2015-11-17
License Type: Trial
License Number: 1009994
Licensee: deren zhang, it
Email: 490431513@qq.com
Product: BigMemory Go
Edition: DX
Capabilities: ehcache, TMC, ehcache offheap
Max Client Count: 0
ehcache.maxOffHeap: 32G
11:04:01.287 [main] INFO n.s.e.p.s.f.AnnotationSizeOfFilter - Using regular expression provided through VM argument net.sf.ehcache.pool.sizeof.ignore.pattern for IgnoreSizeOf annotation : ^.*cache\..*IgnoreSizeOf$
11:04:01.296 [main] INFO n.sf.ehcache.pool.sizeof.AgentLoader - Located valid 'tools.jar' at 'C:\Program Files\Java\jdk1.7.0_60\jre\..\lib\tools.jar'
11:04:01.358 [main] INFO n.s.e.pool.sizeof.JvmInformation - Detected JVM data model settings of: 64-Bit HotSpot JVM with Compressed OOPs
11:04:01.430 [main] INFO n.sf.ehcache.pool.sizeof.AgentLoader - Extracted agent jar to temporary file C:\Users\leifu\AppData\Local\Temp\ehcache-sizeof-agent1571240522467793322.jar
11:04:01.430 [main] INFO n.sf.ehcache.pool.sizeof.AgentLoader - Trying to load agent @ C:\Users\leifu\AppData\Local\Temp\ehcache-sizeof-agent1571240522467793322.jar
11:04:01.438 [main] INFO n.s.e.pool.impl.DefaultSizeOfEngine - using Agent sizeof engine
11:04:01.510 [main] INFO n.s.e.s.offheap.OffHeapStoreFactory - Creating Off-Heap Area Using Config
Heuristic Configuration: firstOffHeapCache
Maximum Size (specified) : 2GB
Minimum Chunk Size : 128MB
Maximum Chunk Size : 1GB
Concurrency : 64
Initial Segment Table Size : 1K slots
Segment Data Page Size : 1MB
11:04:01.515 [main] INFO c.t.o.p.UpfrontAllocatingPageSource - Allocating 2GB in chunks
11:04:02.215 [main] INFO c.t.o.p.UpfrontAllocatingPageSource - Allocated 2GB in 1GB chunks.
11:04:02.215 [main] INFO c.t.o.p.UpfrontAllocatingPageSource - Took 699 ms to create CacheManager off-heap storage of 2GB.
11:04:02.304 [main] INFO c.s.t.b.first.FirstBigmemoryTest - cacheName: firstOffHeapCache
11:04:02.307 [main] INFO c.s.t.b.first.FirstBigmemoryTest - At start, bigmemory object size: 0
11:04:02.343 [main] INFO c.s.t.b.first.FirstBigmemoryTest - after add bigmemory object size: 1
11:04:02.346 [main] INFO c.s.t.b.first.FirstBigmemoryTest - get key football:club:1 value is Club [id=1, clubName=AC, clubInfo=AC米兰, createDate=Sat Aug 22 11:04:02 CST 2015, rank=1]
11:04:02.396 [main] INFO c.s.t.b.first.FirstBigmemoryTest - after set bigmemory object size: 1
11:04:02.396 [main] INFO c.s.t.b.first.FirstBigmemoryTest - get key football:club:1 again value is Club [id=1, clubName=AC, clubInfo=AC米兰, createDate=Sat Aug 22 11:04:02 CST 2015, rank=8888]
11:04:02.397 [main] INFO c.s.t.b.first.FirstBigmemoryTest - remove result is true, after remove bigmemory object size: 0
11:04:02.398 [main] INFO c.s.t.b.first.FirstBigmemoryTest - At final, bigmemory object size: 1
11:04:02.398 [main] INFO c.s.t.b.first.FirstBigmemoryTest - At final, bigmemory memory size: 784

3. BigMemory测试结论：

(1) 堆外内存存储的数据需要序列化。

(2) BigMemory使用Ehcache ee可以自动完成序列化，如果使用BigMemory存储java对象，就会存在SizeOf问题（简单对象除外），所以可以使用预序列化方式序列化要存的数据。

具体参考：BigMemory关于sizeOf引擎的测试.

(3) BigMemory启动时候，会寻找BigMemory证书。

11:04:00.965 [main] INFO o.t.license.ehcache.LicenseManager - Terracotta license loaded from resource /terracotta-license.key

(4) 以下是bigMemory启动时打印的DirectMemory分区概述，

Maximum Size (specified) : 2GB
Minimum Chunk Size : 128MB
Maximum Chunk Size : 1GB
Concurrency : 64
Initial Segment Table Size : 1K slots
Segment Data Page Size : 1MB

根据日志,可以猜测出BigMemory预先将数据空间划分为一系列Chunk,目的为了防止内存碎片化,与Memcache内存分配策略很像.

六、BigMemory堆外内存，JVM启动参数：

-XX:MaxDirectMemorySize=4G

七、BigMemory更多使用示例：

http://www.terracotta.org/documentation/4.0/bigmemorygo/code-samples

八、使用ProtoStuff序列化：

1. ProtoStuff序列化工具：

package com.sohu.tv.serializer;
import com.dyuproject.protostuff.LinkedBuffer;
import com.dyuproject.protostuff.ProtostuffIOUtil;
import com.dyuproject.protostuff.Schema;
import com.dyuproject.protostuff.runtime.RuntimeSchema;
import java.util.concurrent.ConcurrentHashMap;
/**
 * protostuff序列化工具
 * 
 * @author leifu
 * @Date 2015-8-22
 * @Time 上午10:05:20
 */
public class ProtostuffSerializer {
    private static ConcurrentHashMap<Class<?>, Schema<?>> cachedSchema = new ConcurrentHashMap<Class<?>, Schema<?>>();
    public <T> byte[] serialize(final T source) {
        VO<T> vo = new VO<T>(source);
        final LinkedBuffer buffer = LinkedBuffer.allocate(LinkedBuffer.DEFAULT_BUFFER_SIZE);
        try {
            final Schema<VO> schema = getSchema(VO.class);
            return serializeInternal(vo, schema, buffer);
        } catch (final Exception e) {
            throw new IllegalStateException(e.getMessage(), e);
        } finally {
            buffer.clear();
        }
    }
    public <T> T deserialize(final byte[] bytes) {
        try {
            Schema<VO> schema = getSchema(VO.class);
            VO vo = deserializeInternal(bytes, schema.newMessage(), schema);
            if (vo != null && vo.getValue() != null) {
                return (T) vo.getValue();
            }
        } catch (final Exception e) {
            throw new IllegalStateException(e.getMessage(), e);
        }
        return null;
    }
    private <T> byte[] serializeInternal(final T source, final Schema<T> schema, final LinkedBuffer buffer) {
        return ProtostuffIOUtil.toByteArray(source, schema, buffer);
    }
    private <T> T deserializeInternal(final byte[] bytes, final T result, final Schema<T> schema) {
        ProtostuffIOUtil.mergeFrom(bytes, result, schema);
        return result;
    }
    private static <T> Schema<T> getSchema(Class<T> clazz) {
        @SuppressWarnings("unchecked")
        Schema<T> schema = (Schema<T>) cachedSchema.get(clazz);
        if (schema == null) {
            schema = RuntimeSchema.createFrom(clazz);
            cachedSchema.put(clazz, schema);
        }
        return schema;
    }
}

package com.sohu.tv.serializer;
import java.io.Serializable;
/**
 * @author leifu
 * @Date 2015-8-22
 * @Time 上午10:05:44
 * @param <T>
 */
public class VO<T> implements Serializable {
    private T value;
    public VO(T value) {
        this.value = value;
    }
    public VO() {
    }
    public T getValue() {
        return value;
    }
    @Override
    public String toString() {
        return "VO{" +
                "value=" + value +
                '}';
    }
}

2. ProtoStuff + BigMemory单元测试：

@Test
public void testBigMemoryWithSerializable() {
    ProtostuffSerializer protostuffSerializer = new ProtostuffSerializer();
    // 唯一key
    String key = "football:club:1";
    byte[] clubBytes = protostuffSerializer.serialize(new Club(1, "AC", "AC米兰", new Date(), 1));
    // 增
    Element element = new Element(key, clubBytes);
    cache.put(element);
    // 查
    Element elementResult = cache.get(key);
    byte[] clubBytesResult = (byte[]) elementResult.getObjectValue();
    Club clubResult = protostuffSerializer.deserialize(clubBytesResult);
    logger.info("get key {} value is {}", key, clubResult.toString());
}

输出：

12:49:31.276 [main] INFO o.t.license.ehcache.LicenseManager - Terracotta license loaded from resource /terracotta-license.key
Date of Issue: 2015-08-19
Expiration Date: 2015-11-17
License Type: Trial
License Number: 1009994
Licensee: deren zhang, it
Email: 490431513@qq.com
Product: BigMemory Go
Edition: DX
Capabilities: ehcache, TMC, ehcache offheap
Max Client Count: 0
ehcache.maxOffHeap: 32G
12:49:31.627 [main] INFO n.s.e.p.s.f.AnnotationSizeOfFilter - Using regular expression provided through VM argument net.sf.ehcache.pool.sizeof.ignore.pattern for IgnoreSizeOf annotation : ^.*cache\..*IgnoreSizeOf$
12:49:31.634 [main] INFO n.sf.ehcache.pool.sizeof.AgentLoader - Located valid 'tools.jar' at 'C:\Program Files\Java\jdk1.7.0_60\jre\..\lib\tools.jar'
12:49:31.694 [main] INFO n.s.e.pool.sizeof.JvmInformation - Detected JVM data model settings of: 64-Bit HotSpot JVM with Compressed OOPs
12:49:31.771 [main] INFO n.sf.ehcache.pool.sizeof.AgentLoader - Extracted agent jar to temporary file C:\Users\leifu\AppData\Local\Temp\ehcache-sizeof-agent7979572902856961639.jar
12:49:31.771 [main] INFO n.sf.ehcache.pool.sizeof.AgentLoader - Trying to load agent @ C:\Users\leifu\AppData\Local\Temp\ehcache-sizeof-agent7979572902856961639.jar
12:49:31.783 [main] INFO n.s.e.pool.impl.DefaultSizeOfEngine - using Agent sizeof engine
12:49:31.839 [main] INFO n.s.e.s.offheap.OffHeapStoreFactory - Creating Off-Heap Area Using Config
Heuristic Configuration: firstOffHeapCache
Maximum Size (specified) : 2GB
Minimum Chunk Size : 128MB
Maximum Chunk Size : 1GB
Concurrency : 64
Initial Segment Table Size : 1K slots
Segment Data Page Size : 1MB
12:49:31.847 [main] INFO c.t.o.p.UpfrontAllocatingPageSource - Allocating 2GB in chunks
12:49:32.682 [main] INFO c.t.o.p.UpfrontAllocatingPageSource - Allocated 2GB in 1GB chunks.
12:49:32.682 [main] INFO c.t.o.p.UpfrontAllocatingPageSource - Took 835 ms to create CacheManager off-heap storage of 2GB.
12:49:32.801 [main] INFO c.s.t.b.first.FirstBigmemoryTest - cacheName: firstOffHeapCache
12:49:32.952 [main] INFO c.s.t.b.first.FirstBigmemoryTest - get key football:club:1 value is Club [id=1, clubName=AC, clubInfo=AC米兰, createDate=Sat Aug 22 12:49:32 CST 2015, rank=1]

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BigMemroy系列文章--9. BigMemory新增（相 ... | BigMemroy系列文章--7.BigMemory相关资料

2015-08-27 09:46
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3 楼 mrjianggd 2015-11-16

官方网站给出的建议是配置hybrid后建议给足够空间存element的key部分，不过说也有钟方法可以将key部分存在磁盘，具体方法我没找到，所以请教下的？主要是因为我这边磁盘大，内存在一定的限定内，所以希望key也在磁盘上，不过实际测试配置hybrid后，存放数据到一定程度配置堆外内存大小后就会提示server is full，而我希望的是存放数据达到堆外大小后数据可以往磁盘放

2 楼 carlosfu 2015-11-14

mrjianggd 写道

楼主能解答下bigmemory关于存放element时候，如何将key部分存在磁盘而非offheap吗？

直接存放在硬盘应该是不支持的，应该是offheap区域满了才会写到硬盘。
不过我不建议使用硬盘，既然使用的是bigmemory超高的性能，加上硬盘这种低性能且容易有故障的设备，有点适得其反了。不如后端在加其他存储好

1 楼 mrjianggd 2015-11-12

楼主能解答下bigmemory关于存放element时候，如何将key部分存在磁盘而非offheap吗？

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BigMemroy系列文章--8. Bigmemory快速接入实战

转载请注明出处哈:http://carlosfu.iteye.com/blog/2237511

一、BigMemory证书：

二、依赖

1. BigMemory依赖

2. 序列化工具protostuff依赖

3. logback依赖（logback实现了slf4j-api）

4. 引入junit

5.最终pom配置

四、logback配置

1. 一个实体类：

2. BigMemory测试（Ehcache单元测试作为测试）

(1) 单元测试：

(2) 输出报错：Club必须序列化

(3) 修复：Club实现序列化接口

(4) 输出结果正常：

3. BigMemory测试结论：

六、BigMemory堆外内存，JVM启动参数：

七、BigMemory更多使用示例：

1. ProtoStuff序列化工具：

2. ProtoStuff + BigMemory单元测试：

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博主相关

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最新评论

BigMemroy系列文章--8. Bigmemory快速接入实战

转载请注明出处哈:http://carlosfu.iteye.com/blog/2237511

一、BigMemory证书：

二、依赖

1. BigMemory依赖

2. 序列化工具protostuff依赖

3. logback依赖（logback实现了slf4j-api）

4. 引入junit

5.最终pom配置

四、logback配置

1. 一个实体类：

2. BigMemory测试（Ehcache单元测试作为测试）

(1) 单元测试：

(2) 输出报错：Club必须序列化

(3) 修复：Club实现序列化接口

(4) 输出结果正常：

3. BigMemory测试结论：

六、BigMemory堆外内存，JVM启动参数：

七、BigMemory更多使用示例：

1. ProtoStuff序列化工具：

2. ProtoStuff + BigMemory单元测试：

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