apache ignite_Kubernetes集群上的Apache Ignite和Spring第1部分：Spring Boot应用程序

apache ignite

在之前的一系列博客中，我们在Kubernetes集群上启动了一个Ignite集群。
在本教程中，我们将使用先前在Spring Boot Application上创建的Ignite集群。

让我们使用Spring Boot创建我们的项目。 Spring Boot应用程序将连接到Ignite集群。

让我们添加依赖项。

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd"><modelVersion>4.0.0</modelVersion><parent><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-parent</artifactId><version>2.2.5.RELEASE</version><relativePath/> <!-- lookup parent from repository --></parent><groupId>com.gkatzioura</groupId><artifactId>job-api-ignite</artifactId><version>0.0.1-SNAPSHOT</version><name>job-api-ignite</name><description>Demo project for Spring Boot</description><properties><java.version>1.8</java.version></properties><dependencies><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-cache</artifactId></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-web</artifactId></dependency><dependency><groupId>org.apache.ignite</groupId><artifactId>ignite-kubernetes</artifactId><version>2.7.6</version></dependency><dependency><groupId>org.apache.ignite</groupId><artifactId>ignite-spring</artifactId><version>2.7.6</version><exclusions><exclusion><groupId>org.apache.ignite</groupId><artifactId>ignite-indexing</artifactId></exclusion></exclusions></dependency><dependency><groupId>org.projectlombok</groupId><artifactId>lombok</artifactId><version>1.18.12</version><scope>provided</scope></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-test</artifactId><scope>test</scope><exclusions><exclusion><groupId>org.junit.vintage</groupId><artifactId>junit-vintage-engine</artifactId></exclusion></exclusions></dependency></dependencies><build><plugins><plugin><groupId>org.springframework.boot</groupId><artifactId>spring-boot-maven-plugin</artifactId></plugin></plugins></build></project>

与之前的教程一样，我们将使用GitHub的Job api。

第一步是添加反序列化的作业模型。

 package com.gkatzioura.jobapi.model;  import java.io.Serializable;  import lombok.Data;  @Data  public class Job implements Serializable { private String id; private String type; private String url; private String createdAt; private String company; private String companyUrl; private String location; private String title; private String description;  }

我们需要一个乔布斯仓库。注意该类需要可序列化。 Ignite将数据缓存在堆外。

 package com.gkatzioura.jobapi.repository;  import java.util.ArrayList;  import java.util.List;  import com.gkatzioura.jobapi.model.Job;  import lombok.Data;  import org.apache.ignite.Ignite;  import org.springframework.cache.annotation.Cacheable;  import org.springframework.stereotype.Repository;  import org.springframework.web.client.RestTemplate;  @Repository  public class GitHubJobRepository { private static final String JOB_API_CONSTANST = " https://jobs.github.com/positions.json?page= {page}" ; public static final String GITHUBJOB_CACHE = "githubjob" ; private final RestTemplate restTemplate; private final Ignite ignite; GitHubJobRepository(Ignite ignite) { this .restTemplate = new RestTemplate(); this .ignite = ignite; } @Cacheable (value = GITHUBJOB_CACHE) public List<Job> getJob( int page) { return restTemplate.getForObject(JOB_API_CONSTANST,JobList. class ,page); } public List<Job> fetchFromIgnite( int page) { for (String cache: ignite.cacheNames()) { if (cache.equals(GITHUBJOB_CACHE)) { return (List<Job>) ignite.getOrCreateCache(cache).get( 1 ); } } return new ArrayList<>(); } @Data private static class JobList extends ArrayList<Job> { }  }

JobList类存在的主要原因是为了方便解组。
如您所见，存储库的注释为@Cacheable。这意味着我们的请求将被缓存。就本示例而言，fetchFromIgnite方法是一种测试方法。我们将使用它直接访问ignite缓存的数据。

我们还将添加控制器。

 package com.gkatzioura.jobapi.controller;  import java.util.List;  import com.gkatzioura.jobapi.model.Job;  import com.gkatzioura.jobapi.repository.GitHubJobRepository;  import org.springframework.web.bind.annotation.GetMapping;  import org.springframework.web.bind.annotation.PathVariable;  import org.springframework.web.bind.annotation.RequestMapping;  import org.springframework.web.bind.annotation.RestController;  @RestController  @RequestMapping ( "/jobs" )  public class JobsController { private final GitHubJobRepository gitHubJobRepository; JobsController(GitHubJobRepository gitHubJobRepository) { this .gitHubJobRepository = gitHubJobRepository; } @GetMapping ( "/github/{page}" ) public List<Job> gitHub( @PathVariable ( "page" ) int page) { return this .gitHubJobRepository.getJob(page); } @GetMapping ( "/github/ignite/{page}" ) public List<Job> gitHubIgnite( @PathVariable ( "page" ) int page) { return this .gitHubJobRepository.fetchFromIgnite(page); }  }

控制器上有两种方法，一种是照常获取数据并将其缓存在后台，另一种是我们将用于测试的方法。

现在是时候配置使用Kubernetes集群上的节点的Ignite客户端了。

 package com.gkatzioura.jobapi.config;  import lombok.extern.slf4j.Slf4j;  import org.apache.ignite.Ignite;  import org.apache.ignite.Ignition;  import org.apache.ignite.cache.spring.SpringCacheManager;  import org.apache.ignite.configuration.IgniteConfiguration;  import org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi;  import org.apache.ignite.spi.discovery.tcp.ipfinder.kubernetes.TcpDiscoveryKubernetesIpFinder;  import org.springframework.cache.annotation.EnableCaching;  import org.springframework.context.annotation.Bean;  import org.springframework.context.annotation.Configuration;  @Configuration  @EnableCaching  @Slf4j  public class SpringCacheConfiguration { @Bean public Ignite igniteInstance() { log.info( "Creating ignite instance" ); TcpDiscoveryKubernetesIpFinder tcpDiscoveryKubernetesIpFinder = new TcpDiscoveryKubernetesIpFinder(); tcpDiscoveryKubernetesIpFinder.setNamespace( "default" ); tcpDiscoveryKubernetesIpFinder.setServiceName( "job-cache" ); TcpDiscoverySpi tcpDiscoverySpi = new TcpDiscoverySpi(); tcpDiscoverySpi.setIpFinder(tcpDiscoveryKubernetesIpFinder); IgniteConfiguration igniteConfiguration = new IgniteConfiguration(); igniteConfiguration.setDiscoverySpi(tcpDiscoverySpi); igniteConfiguration.setClientMode( false ); return Ignition.start(igniteConfiguration); } @Bean public SpringCacheManager cacheManager(Ignite ignite) { SpringCacheManager springCacheManager = new SpringCacheManager(); springCacheManager.setIgniteInstanceName(ignite.name()); return springCacheManager; }  }

我们创建了缓存。它应使用Kubernetes TCP发现模式。

下一步是添加我们的Main类。

 package com.gkatzioura.jobapi;  import org.springframework.boot.SpringApplication;  import org.springframework.boot.autoconfigure.SpringBootApplication;  import org.springframework.cache.annotation.EnableCaching;  @SpringBootApplication  @EnableCaching  public class IgniteKubeClusterApplication { public static void main(String[] args) { SpringApplication.run(IgniteKubeClusterApplication. class , args); }  }

下一个博客将专注于将解决方案交付给kubernetes。