【布隆过滤器】基于Resisson的实现的布隆过滤器

一.引入依赖

    <!-- redis -->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-data-redis</artifactId>
        </dependency>
        <!-- redisson -->
        <dependency>
            <groupId>org.redisson</groupId>
            <artifactId>redisson</artifactId>
        </dependency>    
    <!-- springbootb版本 -->
     <dependency>

     <groupId>org.springframework.boot</groupId>
         <artifactId>spring-boot-starter-parent</artifactId>
     <version>2.2.6.RELEASE</version>
    
</dependency>

 

二.配置类

import org.redisson.api.RBloomFilter;
import org.redisson.api.RedissonClient;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;

import java.util.function.Predicate;

/**
 * @author Sam.yang
 * @since 2021/7/30 10:10
 */
@Configuration
public class RedissonBloomFilterConfig {

    /**
     * 初始化设备信息布隆过滤器
     *
     * @param redissonClient {@link RedissonClient}
     * @return {@link RBloomFilter}
     */
    @Bean
    public RBloomFilter<String> getNnPcDeviceBloomFilter(@Autowired RedissonClient redissonClient) {
        //获取布隆过滤器
        RBloomFilter<String> nnPcDeviceFilter = redissonClient.getBloomFilter(CacheConstant.BLOOM_FILTER_DEVICE_CONSTANT);
        Predicate<RBloomFilter> predicate = rBloomFilter -> !nnPcDeviceFilter.isExists();
        //初始化布隆过滤器,注意这里必须要初始化,否则在使用的时候,会报错未初始化布隆过滤器,初始值5000000 是一个经验值,根据业务场景设置
        if (predicate.test(nnPcDeviceFilter)) {
            nnPcDeviceFilter.tryInit(5000000, 0.03);
        }
        return nnPcDeviceFilter;
    }

}

三.使用

    @Autowired
    @Qualifier(value = "getNnPcDeviceBloomFilter")
    private RBloomFilter<String> nnPcDeviceBloomFilter;
       exist = nnPcDeviceBloomFilter.contains(deviceId);
        if (!exist) {
         //业务逻辑,这里省略***********
        }

 

【布隆过滤器】基于Resisson的实现的布隆过滤器

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