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Redis Cluster 2019(2)Reactive Connector Template in Spring Boot
Start 3 masters and 3 replicas on 2 Node Machines.
Start monitor on one machines
> redis-stat ubuntu-dev2:7001 ubuntu-dev2:7002 ubuntu-dev2:7003 ubuntu-master:7001 ubuntu-master:7002 ubuntu-master:7003 --server=7000 --daemon
Visit page http://ubuntu-dev2:7000/
Check and fix the node if it says the cluster is down.
> redis-cli --cluster check ubuntu-master:7001
> redis-cli --cluster fix ubuntu-master:7001
Normal Driver in project sillycat-spring-cloud/mvc-with-latency
Add the dependencies in pom.xml
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-data-redis</artifactId>
</dependency>
<dependency>
<groupId>redis.clients</groupId>
<artifactId>jedis</artifactId>
</dependency>
RedisClusterConfig.java to load all the nodes configuration
package com.sillycat.mvclatency.config;
import java.util.List;
import org.springframework.boot.context.properties.ConfigurationProperties;
import org.springframework.boot.context.properties.EnableConfigurationProperties;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.data.redis.connection.RedisClusterConfiguration;
import org.springframework.data.redis.connection.RedisConnectionFactory;
import org.springframework.data.redis.connection.jedis.JedisConnectionFactory;
import lombok.Getter;
import lombok.Setter;
@Setter
@Getter
@Configuration
@EnableConfigurationProperties
@ConfigurationProperties("spring.redis.cluster")
public class RedisClusterConfig {
/*
* spring.redis.cluster.nodes[0] = 127.0.0.1:7379
* spring.redis.cluster.nodes[1] = 127.0.0.1:7380
* ...
*/
List<String> nodes;
@Bean
public RedisConnectionFactory clusterConnectionFactory() {
return new JedisConnectionFactory(
new RedisClusterConfiguration(this.getNodes()));
}
}
Write a simple RedisController.java to support my WRK testing
package com.sillycat.mvclatency.web;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PathVariable;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestBody;
import org.springframework.web.bind.annotation.RestController;
import io.swagger.annotations.Api;
import io.swagger.annotations.ApiOperation;
import lombok.extern.slf4j.Slf4j;
@Slf4j
@Api(value = "/redis/")
@RestController
public class RedisController {
@ApiOperation(value = "Redis Get", response = String.class)
@GetMapping("/redis/get/{key}")
public String get(@PathVariable String key) {
String response = redisTemplateString.opsForValue().get(key);
return response;
}
@ApiOperation(value = "Redis Set")
@PostMapping(path = "/redis/set/{key}")
public void set(@PathVariable String key, @RequestBody String request) {
log.info("Set to Redis " + key + " = " + request);
redisTemplateString.opsForValue().set(key, request);
}
@Autowired
RedisTemplate<String, String> redisTemplateString;
}
Add my Redis Cluster information in application.yaml
spring:
# data:
# cassandra:
# keyspace-name: jobsmonitor
# contact-points: ubuntu-master, ubuntu-dev2
redis:
cluster:
nodes:
- ubuntu-master:7001
- ubuntu-master:7002
- ubuntu-master:7003
- ubuntu-dev2:7001
- ubuntu-dev2:7002
- ubuntu-dev2:7003
maxRedirects: 6
Unit test case for my RedisTemplate
package com.sillycat.mvclatency.repository;
import org.junit.Assert;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.test.context.junit4.SpringRunner;
import lombok.extern.slf4j.Slf4j;
@Slf4j
@RunWith(SpringRunner.class)
@SpringBootTest
public class RedisTemplateTest {
@Autowired
RedisTemplate<String, String> redisTemplateString;
@Test
public void testBeanNotNull() {
log.info("init the bean redisTemplateString");
Assert.assertNotNull(redisTemplateString);
}
@Test
public void testStringCRUD() {
String key = "language";
String value = "java";
this.redisTemplateString.opsForValue().set(key, value);
String result1 = redisTemplateString.opsForValue().get(key);
Assert.assertEquals(result1, value);
this.redisTemplateString.delete(key);
String result2 = redisTemplateString.opsForValue().get(key);
Assert.assertNull(result2);
}
}
Reactive Driver and project web flux-with-latency-netty
Dependencies in pom.xml
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-data-redis-reactive</artifactId>
</dependency>
<dependency>
<groupId>redis.clients</groupId>
<artifactId>jedis</artifactId>
</dependency>
The Reactive Template Configuration
package com.sillycat.webfluxlatency.config;
import java.util.List;
import org.springframework.boot.context.properties.ConfigurationProperties;
import org.springframework.boot.context.properties.EnableConfigurationProperties;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.data.redis.connection.ReactiveRedisConnectionFactory;
import org.springframework.data.redis.connection.RedisClusterConfiguration;
import org.springframework.data.redis.connection.lettuce.LettuceConnectionFactory;
import org.springframework.data.redis.core.ReactiveRedisTemplate;
import org.springframework.data.redis.serializer.RedisSerializationContext;
import lombok.Getter;
import lombok.Setter;
@Setter
@Getter
@Configuration
@EnableConfigurationProperties
@ConfigurationProperties("spring.redis.cluster")
public class RedisClusterConfig {
/*
* spring.redis.cluster.nodes[0] = 127.0.0.1:7379
* spring.redis.cluster.nodes[1] = 127.0.0.1:7380 ...
*/
List<String> nodes;
@Bean
public ReactiveRedisConnectionFactory reactiveRedisConnectionFactory() {
return new LettuceConnectionFactory(new RedisClusterConfiguration(this.getNodes()));
}
@Bean
public ReactiveRedisTemplate<String, String> reactiveRedisTemplateString(
ReactiveRedisConnectionFactory reactiveRedisConnectionFactory) {
return new ReactiveRedisTemplate<>(reactiveRedisConnectionFactory, RedisSerializationContext.string());
}
}
The Redis Controller which helps my WRK testing
package com.sillycat.webfluxlatency.web;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.redis.core.ReactiveRedisTemplate;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PathVariable;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestBody;
import org.springframework.web.bind.annotation.RestController;
import io.swagger.annotations.Api;
import io.swagger.annotations.ApiOperation;
import lombok.extern.slf4j.Slf4j;
import reactor.core.publisher.Mono;
@Slf4j
@Api(value = "/redis/")
@RestController
public class RedisController {
@ApiOperation(value = "Redis Get", response = String.class)
@GetMapping("/redis/get/{key}")
public Mono<String> get(@PathVariable String key) {
Mono<String> response = reactiveRedisTemplateString.opsForValue().get(key);
return response;
}
@ApiOperation(value = "Redis Set")
@PostMapping(path = "/redis/set/{key}")
public Mono<Boolean> set(@PathVariable String key, @RequestBody String request) {
log.info("Set to Redis " + key + " = " + request);
Mono<Boolean> response = reactiveRedisTemplateString.opsForValue().set(key, request);
return response;
}
@Autowired
ReactiveRedisTemplate<String, String> reactiveRedisTemplateString;
}
The application.yaml configuration will be similar, but the unit test will be different because of the Mono
package com.sillycat.webfluxlatency.repository;
import org.junit.Assert;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.data.redis.core.ReactiveRedisTemplate;
import org.springframework.test.context.junit4.SpringRunner;
import lombok.extern.slf4j.Slf4j;
import reactor.core.publisher.Mono;
import reactor.test.StepVerifier;
@Slf4j
@RunWith(SpringRunner.class)
@SpringBootTest
public class RedisTemplateTest {
@Autowired
ReactiveRedisTemplate<String, String> reactiveRedisTemplateString;
@Test
public void testBeanNotNull() {
log.info("init the bean reactiveRedisTemplate");
Assert.assertNotNull(reactiveRedisTemplateString);
}
@Test
public void testStringCRUD() {
String key = "language";
String value = "java";
Mono<Boolean> result1 = this.reactiveRedisTemplateString.opsForValue().set(key, value);
StepVerifier.create(result1).expectNext(true).verifyComplete();
Mono<String> result2 = reactiveRedisTemplateString.opsForValue().get(key);
StepVerifier.create(result2).expectNext(value).verifyComplete();
Mono<Long> result3 = reactiveRedisTemplateString.delete(key);
StepVerifier.create(result3).expectNext(1l).verifyComplete();
Mono<String> result4 = reactiveRedisTemplateString.opsForValue().get(key);
StepVerifier.create(result4).expectNext().verifyComplete();
}
}
Finally, I verified the performance from WRK, reactive driver is about 2 times faster in this case.
References:
https://github.com/eugenp/tutorials/tree/master/persistence-modules/spring-data-redis
https://www.baeldung.com/spring-data-redis-tutorial
https://www.baeldung.com/spring-data-redis-pub-sub
https://www.baeldung.com/spring-data-redis-reactive
Spring-boot-starter-data-redis
https://www.baeldung.com/spring-session
https://piotrminkowski.wordpress.com/2019/03/05/introduction-to-spring-data-redis/
Cluster
https://my.oschina.net/u/3786091/blog/1632316
Start 3 masters and 3 replicas on 2 Node Machines.
Start monitor on one machines
> redis-stat ubuntu-dev2:7001 ubuntu-dev2:7002 ubuntu-dev2:7003 ubuntu-master:7001 ubuntu-master:7002 ubuntu-master:7003 --server=7000 --daemon
Visit page http://ubuntu-dev2:7000/
Check and fix the node if it says the cluster is down.
> redis-cli --cluster check ubuntu-master:7001
> redis-cli --cluster fix ubuntu-master:7001
Normal Driver in project sillycat-spring-cloud/mvc-with-latency
Add the dependencies in pom.xml
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-data-redis</artifactId>
</dependency>
<dependency>
<groupId>redis.clients</groupId>
<artifactId>jedis</artifactId>
</dependency>
RedisClusterConfig.java to load all the nodes configuration
package com.sillycat.mvclatency.config;
import java.util.List;
import org.springframework.boot.context.properties.ConfigurationProperties;
import org.springframework.boot.context.properties.EnableConfigurationProperties;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.data.redis.connection.RedisClusterConfiguration;
import org.springframework.data.redis.connection.RedisConnectionFactory;
import org.springframework.data.redis.connection.jedis.JedisConnectionFactory;
import lombok.Getter;
import lombok.Setter;
@Setter
@Getter
@Configuration
@EnableConfigurationProperties
@ConfigurationProperties("spring.redis.cluster")
public class RedisClusterConfig {
/*
* spring.redis.cluster.nodes[0] = 127.0.0.1:7379
* spring.redis.cluster.nodes[1] = 127.0.0.1:7380
* ...
*/
List<String> nodes;
@Bean
public RedisConnectionFactory clusterConnectionFactory() {
return new JedisConnectionFactory(
new RedisClusterConfiguration(this.getNodes()));
}
}
Write a simple RedisController.java to support my WRK testing
package com.sillycat.mvclatency.web;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PathVariable;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestBody;
import org.springframework.web.bind.annotation.RestController;
import io.swagger.annotations.Api;
import io.swagger.annotations.ApiOperation;
import lombok.extern.slf4j.Slf4j;
@Slf4j
@Api(value = "/redis/")
@RestController
public class RedisController {
@ApiOperation(value = "Redis Get", response = String.class)
@GetMapping("/redis/get/{key}")
public String get(@PathVariable String key) {
String response = redisTemplateString.opsForValue().get(key);
return response;
}
@ApiOperation(value = "Redis Set")
@PostMapping(path = "/redis/set/{key}")
public void set(@PathVariable String key, @RequestBody String request) {
log.info("Set to Redis " + key + " = " + request);
redisTemplateString.opsForValue().set(key, request);
}
@Autowired
RedisTemplate<String, String> redisTemplateString;
}
Add my Redis Cluster information in application.yaml
spring:
# data:
# cassandra:
# keyspace-name: jobsmonitor
# contact-points: ubuntu-master, ubuntu-dev2
redis:
cluster:
nodes:
- ubuntu-master:7001
- ubuntu-master:7002
- ubuntu-master:7003
- ubuntu-dev2:7001
- ubuntu-dev2:7002
- ubuntu-dev2:7003
maxRedirects: 6
Unit test case for my RedisTemplate
package com.sillycat.mvclatency.repository;
import org.junit.Assert;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.test.context.junit4.SpringRunner;
import lombok.extern.slf4j.Slf4j;
@Slf4j
@RunWith(SpringRunner.class)
@SpringBootTest
public class RedisTemplateTest {
@Autowired
RedisTemplate<String, String> redisTemplateString;
@Test
public void testBeanNotNull() {
log.info("init the bean redisTemplateString");
Assert.assertNotNull(redisTemplateString);
}
@Test
public void testStringCRUD() {
String key = "language";
String value = "java";
this.redisTemplateString.opsForValue().set(key, value);
String result1 = redisTemplateString.opsForValue().get(key);
Assert.assertEquals(result1, value);
this.redisTemplateString.delete(key);
String result2 = redisTemplateString.opsForValue().get(key);
Assert.assertNull(result2);
}
}
Reactive Driver and project web flux-with-latency-netty
Dependencies in pom.xml
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-data-redis-reactive</artifactId>
</dependency>
<dependency>
<groupId>redis.clients</groupId>
<artifactId>jedis</artifactId>
</dependency>
The Reactive Template Configuration
package com.sillycat.webfluxlatency.config;
import java.util.List;
import org.springframework.boot.context.properties.ConfigurationProperties;
import org.springframework.boot.context.properties.EnableConfigurationProperties;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.data.redis.connection.ReactiveRedisConnectionFactory;
import org.springframework.data.redis.connection.RedisClusterConfiguration;
import org.springframework.data.redis.connection.lettuce.LettuceConnectionFactory;
import org.springframework.data.redis.core.ReactiveRedisTemplate;
import org.springframework.data.redis.serializer.RedisSerializationContext;
import lombok.Getter;
import lombok.Setter;
@Setter
@Getter
@Configuration
@EnableConfigurationProperties
@ConfigurationProperties("spring.redis.cluster")
public class RedisClusterConfig {
/*
* spring.redis.cluster.nodes[0] = 127.0.0.1:7379
* spring.redis.cluster.nodes[1] = 127.0.0.1:7380 ...
*/
List<String> nodes;
@Bean
public ReactiveRedisConnectionFactory reactiveRedisConnectionFactory() {
return new LettuceConnectionFactory(new RedisClusterConfiguration(this.getNodes()));
}
@Bean
public ReactiveRedisTemplate<String, String> reactiveRedisTemplateString(
ReactiveRedisConnectionFactory reactiveRedisConnectionFactory) {
return new ReactiveRedisTemplate<>(reactiveRedisConnectionFactory, RedisSerializationContext.string());
}
}
The Redis Controller which helps my WRK testing
package com.sillycat.webfluxlatency.web;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.redis.core.ReactiveRedisTemplate;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PathVariable;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestBody;
import org.springframework.web.bind.annotation.RestController;
import io.swagger.annotations.Api;
import io.swagger.annotations.ApiOperation;
import lombok.extern.slf4j.Slf4j;
import reactor.core.publisher.Mono;
@Slf4j
@Api(value = "/redis/")
@RestController
public class RedisController {
@ApiOperation(value = "Redis Get", response = String.class)
@GetMapping("/redis/get/{key}")
public Mono<String> get(@PathVariable String key) {
Mono<String> response = reactiveRedisTemplateString.opsForValue().get(key);
return response;
}
@ApiOperation(value = "Redis Set")
@PostMapping(path = "/redis/set/{key}")
public Mono<Boolean> set(@PathVariable String key, @RequestBody String request) {
log.info("Set to Redis " + key + " = " + request);
Mono<Boolean> response = reactiveRedisTemplateString.opsForValue().set(key, request);
return response;
}
@Autowired
ReactiveRedisTemplate<String, String> reactiveRedisTemplateString;
}
The application.yaml configuration will be similar, but the unit test will be different because of the Mono
package com.sillycat.webfluxlatency.repository;
import org.junit.Assert;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.data.redis.core.ReactiveRedisTemplate;
import org.springframework.test.context.junit4.SpringRunner;
import lombok.extern.slf4j.Slf4j;
import reactor.core.publisher.Mono;
import reactor.test.StepVerifier;
@Slf4j
@RunWith(SpringRunner.class)
@SpringBootTest
public class RedisTemplateTest {
@Autowired
ReactiveRedisTemplate<String, String> reactiveRedisTemplateString;
@Test
public void testBeanNotNull() {
log.info("init the bean reactiveRedisTemplate");
Assert.assertNotNull(reactiveRedisTemplateString);
}
@Test
public void testStringCRUD() {
String key = "language";
String value = "java";
Mono<Boolean> result1 = this.reactiveRedisTemplateString.opsForValue().set(key, value);
StepVerifier.create(result1).expectNext(true).verifyComplete();
Mono<String> result2 = reactiveRedisTemplateString.opsForValue().get(key);
StepVerifier.create(result2).expectNext(value).verifyComplete();
Mono<Long> result3 = reactiveRedisTemplateString.delete(key);
StepVerifier.create(result3).expectNext(1l).verifyComplete();
Mono<String> result4 = reactiveRedisTemplateString.opsForValue().get(key);
StepVerifier.create(result4).expectNext().verifyComplete();
}
}
Finally, I verified the performance from WRK, reactive driver is about 2 times faster in this case.
References:
https://github.com/eugenp/tutorials/tree/master/persistence-modules/spring-data-redis
https://www.baeldung.com/spring-data-redis-tutorial
https://www.baeldung.com/spring-data-redis-pub-sub
https://www.baeldung.com/spring-data-redis-reactive
Spring-boot-starter-data-redis
https://www.baeldung.com/spring-session
https://piotrminkowski.wordpress.com/2019/03/05/introduction-to-spring-data-redis/
Cluster
https://my.oschina.net/u/3786091/blog/1632316
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本文将基于Redis来探讨如何在Spring Boot中实现这一目标。 首先,让我们理解什么是Session。Session是Web应用中用于跟踪用户状态的一种机制,它存储在服务器端,避免了Cookie存储大量数据带来的安全风险。但在...
综上所述,"redis-cluster和spring集成,基于cache注解" 的项目是一个使用 Spring Cache 集成 Redis 集群的实例,旨在通过注解的方式简化缓存管理,提高应用性能。开发者可以通过导入提供的项目,快速了解和实践这一...
Redis Cluster是Redis官方提供的分布式集群解决方案,它允许用户在多台服务器上部署Redis实例,形成一个高可用、可扩展的数据存储集群。Redis Cluster通过数据分片(Sharding)和槽分区(Slot Partitioning)策略来...
RedisCluster是Redis的一种分布式集群解决方案,它允许将数据分散存储在多个节点上,以实现高可用性和可扩展性。在RedisCluster中,每个节点都存储一部分数据,并且负责处理一部分客户端请求,这样可以分摊服务器...
redis命令实践,基于Spring支持的redis线程池,(redis Cluster,主从Redis,sentenl)。适用人群:计算机,软件工程、人工智能,网络安全,电子信息等专业的大学生课程设计、期末大作业或毕业设计,作为“参考资料...
Redis Cluster是Redis官方提供的分布式解决方案,它通过将数据分片(sharding)到多个节点来实现高可用性和可扩展性。在本实战栗子中,我们将深入探讨如何搭建Redis Cluster,学习其基本概念、操作指令以及如何处理...
**Redis Cluster 搭建全攻略** Redis 是一个高性能的键值存储系统,而 Redis Cluster 是它的分布式解决方案,提供数据的自动分片、故障转移和高可用性。本指南将详细讲解如何完整地搭建一个 Redis Cluster,同时...
redis cluster配置文件,配置后的参考; 创建目录: mkdir -p /etc/redis-cluster mkdir -p /var/log/redis mkdir -p /var/redis/7001 mkdir -p /var/redis/7002 拷贝配置文件: cp /usr/local/redis-3.2.8/redis....
addresses: ["redis://redis1:6379", "redis://redis2:6379", "redis://redis3:6379"] password: your_password ``` 4. **重启Tomcat**:完成以上配置后,重启Tomcat服务,使其生效。现在,当新的session被创建...
实验结果表明,在高并发访问数(例如10000以上)的场景下,RedisCluster的响应时间明显优于Codis系统,验证了RedisCluster分布式缓存系统在处理高并发访问时的高效率和优越性能。 关键词“分布式缓存”指的是分布式...
**Spring Boot 整合 Redis 知识点详解** 在现代Web开发中,Spring Boot因其便捷的配置、快速的启动和强大的功能集而受到广泛的欢迎。其中,数据存储和缓存是系统性能优化的关键部分,而Redis作为一个高性能的键值...
Redis Cluster 集群模式部署 本文将详细介绍 Redis Cluster 集群模式部署的步骤和配置过程。Redis Cluster 是 Redis 的一个高可用解决方案,通过将多个 Redis 节点组合成集群,提高 Redis 的可用性和性能。 环境...