Apache Ignite 2.x-我可以利用堆外存储并仍然有基于时间的逐出从堆上和堆外存储吗?

问题描述

我正在使用Apache Ignite 2.8.1

我有一个需要在堆外存储的特定高速缓存(因为否则,我将受到内存不足情况的困扰)。而且我还需要分配缓存。

但是我还希望基于时间的驱逐策略从开/关内存缓存中逐出条目。

使用Apache Ignite 2.x甚至有可能吗?

在此处查看代码段。我尝试过每种方式进行配置,但是除了手动进行之外,没有其他方法可以从缓存中逐出这些条目。

当我运行下面的test方法时,所有条目都保留在缓存中。

import java.time.LocalDateTime;
import java.util.Arrays;
import java.util.concurrent.TimeUnit;

import javax.cache.expiry.CreatedExpiryPolicy;
import javax.cache.expiry.Duration;

import org.apache.ignite.Ignite;
import org.apache.ignite.Ignition;
import org.apache.ignite.cache.CacheAtomicityMode;
import org.apache.ignite.cache.CacheMode;
import org.apache.ignite.cache.eviction.lru.LruevictionPolicyFactory;
import org.apache.ignite.configuration.CacheConfiguration;
import org.apache.ignite.configuration.DataRegionConfiguration;
import org.apache.ignite.configuration.DataStorageConfiguration;
import org.apache.ignite.configuration.IgniteConfiguration;
import org.apache.ignite.configuration.NearCacheConfiguration;
import org.apache.ignite.spi.discovery.tcp.TcpdiscoverySpi;
import org.apache.ignite.spi.discovery.tcp.ipfinder.vm.TcpdiscoveryVmIpFinder;
    
public class IgniteCache {
    private static final String ORG_CACHE = IgniteCache.class.getSimpleName() + "Organizations";

    private static Ignite ignite;
    
    private static org.apache.ignite.IgniteCache cache;
    
    public void start() {

        IgniteConfiguration igniteConfiguration = new IgniteConfiguration();
        DataStorageConfiguration dsCfg = new DataStorageConfiguration();
        DataRegionConfiguration dfltDataRegConf = new DataRegionConfiguration();
        dfltDataRegConf.setPersistenceEnabled(true);
        dsCfg.setDefaultDataRegionConfiguration(dfltDataRegConf);
        dsCfg.setStoragePath("E:\\igniteStorage");
        igniteConfiguration.setDataStorageConfiguration(dsCfg);

        TcpdiscoverySpi tcpdiscoverySpi = new TcpdiscoverySpi();
        TcpdiscoveryVmIpFinder ipFinder = new TcpdiscoveryVmIpFinder();
        ipFinder.setAddresses(Arrays.asList("127.0.0.1:47500..47509"));
        tcpdiscoverySpi.setIpFinder(ipFinder);

        igniteConfiguration.setdiscoverySpi(tcpdiscoverySpi);

        ignite = Ignition.start(igniteConfiguration);
        
        ignite.active(true);

        CacheConfiguration<Long,X12File> cacheCfg = new CacheConfiguration<>(ORG_CACHE);

        cacheCfg.setCacheMode(CacheMode.REPLICATED);
        cacheCfg.setAtomicityMode(CacheAtomicityMode.ATOMIC);
        cacheCfg.setBackups(1);
        
        cacheCfg.setevictionPolicyFactory(new LruevictionPolicyFactory<>(50000,40,5050)); // this doesn't do anything.
        cacheCfg.setNearConfiguration(
                new NearCacheConfiguration<Long,X12File>()
                .setNearevictionPolicyFactory(new LruevictionPolicyFactory<>(1_000_000))); // this doesn't do anything.
        
        cache = ignite.getorCreateCache(cacheCfg);      
        
        for (long i = 0; i < 4_000_000; i++) {
            if (i > 0 && i % 10_000 == 0) {
                System.out.println("Done: " + i);
            }
            cache.withExpiryPolicy(new CreatedExpiryPolicy(new Duration(TimeUnit.SECONDS,1))) // this expiry policy doesn't do anything
                .put(i,new X12File("x12file" + i,LocalDateTime.Now().toString()));
        }
    }
    
    public void test() {
        System.out.println("Checking if cache entries are being properly evicted ...");

        int matches = 0;
        for (long i = 0; i < 4_000_000; i++) {
            if (cache.get(i) != null) {
                ++matches;
            }
        }
        System.out.println("Matches: " + matches);
    }   
}

在我的特定用例中,这仅仅是Apache Ignite 2.x的缺点吗?

解决方法

简而言之:

  • 逐出基于内存。删除一些记录,因为我有太多行或它使用了太多空间
  • 到期时间是基于时间的。该记录在指定的时间内没有被触摸过,因此应将其删除

所有缓存都是堆外的。您可以为缓存配置the expiry policy,如下所示:

<bean class="org.apache.ignite.configuration.CacheConfiguration">
    <property name="name" value="myCache"/>
    <property name="expiryPolicyFactory">
        <bean class="javax.cache.expiry.CreatedExpiryPolicy" factory-method="factoryOf">
            <constructor-arg>
                <bean class="javax.cache.expiry.Duration">
                    <constructor-arg value="MINUTES"/>
                    <constructor-arg value="5"/>
                </bean>
            </constructor-arg>
        </bean>
   </property>
</bean>

(堆上/堆附近的缓存确实做了。只是没有您所期望的!它们都在堆上,并且在上工作到堆外缓存。)

,

据我从您的代码和您的解释中了解到,您似乎对驱逐政策和到期政策有些困惑。

  1. 驱逐策略确定如果RAM耗尽,应从RAM中删除哪些数据。
  2. 用于确定缓存条目的TTL的到期策略。

在您的情况下,您只需要有效期策略。看我的例子:

private static final String ORG_CACHE = IgniteCache.class.getSimpleName() + "Organizations";

public static void main(String[] args) throws Exception {
    DataRegionConfiguration dfltDataRegConf = new DataRegionConfiguration();
    dfltDataRegConf.setPersistenceEnabled(true);

    DataStorageConfiguration dsCfg = new DataStorageConfiguration();
    dsCfg.setDefaultDataRegionConfiguration(dfltDataRegConf);
    dsCfg.setStoragePath("/home/kazakov/tmp");

    IgniteConfiguration igniteConfiguration = new IgniteConfiguration();
    igniteConfiguration.setDataStorageConfiguration(dsCfg);

    TcpDiscoverySpi tcpDiscoverySpi = new TcpDiscoverySpi();
    TcpDiscoveryVmIpFinder ipFinder = new TcpDiscoveryVmIpFinder();
    ipFinder.setAddresses(Arrays.asList("127.0.0.1:47500..47509"));
    tcpDiscoverySpi.setIpFinder(ipFinder);

    igniteConfiguration.setDiscoverySpi(tcpDiscoverySpi);

    try(Ignite ignite = Ignition.start(igniteConfiguration)) {
        ignite.active(true);

        CacheConfiguration<Long,X12File> cacheCfg = new CacheConfiguration<>(ORG_CACHE);

        cacheCfg.setCacheMode(CacheMode.REPLICATED);
        cacheCfg.setAtomicityMode(CacheAtomicityMode.ATOMIC);
        cacheCfg.setBackups(1);
        cacheCfg.setOnheapCacheEnabled(true);

        IgniteCache<Long,X12File> cache = ignite.getOrCreateCache(cacheCfg).withExpiryPolicy(new CreatedExpiryPolicy(new Duration(TimeUnit.SECONDS,1)));

        for (long i = 0; i < 4_000_000; i++) {
            if (i > 0 && i % 10_000 == 0)
                System.out.println("Done: " + i);

            cache.put(i,new X12File("x12file" + i,LocalDateTime.now().toString()));
        }

        Thread.sleep(5000);

        int matches = 0;
        for (long i = 0; i < 4_000_000; i++) {
            if (cache.get(i) != null)
                ++matches;
        }
        System.out.println("Matches: " + matches);
    }
}