探究etcd java的多个方面

发布时间:2023-05-23

一、etcd简介

etcd是一个高可用的分布式键值存储系统,被广泛应用于分布式系统中,提供服务发现、配置双向同步等功能。etcd的优点有简单易用、功能强大,并且具有分布式的可扩展性。

//etcd的java client代码
public class EtcdClient {
    public static void main(String[] args) throws Exception {
        EtcdClient etcdClient = EtcdClient.newBuilder().endpoints("http://127.0.0.1:2379").build();
        EtcdClientService clientService = etcdClient.getClientService();
        clientService.put("key", "value").get();
        String value = clientService.get("key").get().getValue().toStringUtf8();
        System.out.println(value);
    }
}

二、使用etcd实现服务发现

服务发现是分布式系统中非常重要的一个组件,etcd提供了完整的服务发现功能,可以实现服务注册、发现和健康检查等功能。通过etcd提供的服务发现功能,我们可以轻松实现一个高可用的分布式系统。

//etcd的服务发现代码
public class ServiceDiscovery {
    private final EtcdClientService clientService = EtcdClient.newBuilder().endpoints("http://127.0.0.1:2379").build().getClientService();
    private final String serverName;
    public ServiceDiscovery(String serverName) {
        this.serverName = serverName;
    }
    public InetSocketAddress discover() throws Exception {
        EtcdKeyValue keyValue = clientService.get(serverName).get().getKvs(0);
        String value = keyValue.getValue().toStringUtf8();
        String[] split = value.split(":");
        return new InetSocketAddress(split[0], Integer.parseInt(split[1]));
    }
}

三、etcd的分布式一致性实现

etcd通过Raft一致性算法来实现分布式一致性,Raft算法保证了分布式系统的强一致性,同时也具有高可用性。在etcd中,任何一次修改都必须经过Raft算法的确认后才能生效,确保了数据的强一致性。

//etcd的一致性实现代码
public class EtcdCluster {
    private final List<etcdnode> nodes;
    public EtcdCluster(String clusterName, List<String> endpoints, int port) {
        nodes = new ArrayList<>();
        for (int i = 0; i < endpoints.size(); i++) {
            String endpoint = endpoints.get(i);
            EtcdNode etcdNode = new EtcdNode(endpoint, i + 1, port);
            nodes.add(etcdNode);
        }
    }
    public void start() {
        for (EtcdNode node : nodes) {
            node.start();
        }
    }
    public void shutdown() {
        for (EtcdNode node : nodes) {
            node.shutdown();
        }
    }
}

四、etcd的事务支持

etcd还提供了事务的支持,能够保证多个修改是原子性的操作,即使在分布式的情况下也能够保证数据的一致性。

//etcd的事务代码
public class EtcdTransaction {
    private final EtcdClientService clientService = EtcdClient.newBuilder().endpoints("http://127.0.0.1:2379").build().getClientService();
    public void transaction() throws Exception {
        ByteString value1 = ByteString.copyFromUtf8("value1");
        ByteString value2 = ByteString.copyFromUtf8("value2");
        List<etcdkeyvalue> putList = new ArrayList<>();
        putList.add(EtcdKeyValue.newBuilder().setKey(ByteString.copyFromUtf8("key1")).setValue(value1).build());
        putList.add(EtcdKeyValue.newBuilder().setKey(ByteString.copyFromUtf8("key2")).setValue(value2).build());
        List<etcdkeyvalue> compareList = new ArrayList<>();
        compareList.add(EtcdKeyValue.newBuilder().setKey(ByteString.copyFromUtf8("key1")).setValue(value1).setCompareType(EtcdCompare.CompareType.EQUAL).build());
        compareList.add(EtcdKeyValue.newBuilder().setKey(ByteString.copyFromUtf8("key2")).setValue(value2).setCompareType(EtcdCompare.CompareType.NOT_EQUAL).build());
        List<String> successList = new ArrayList<>();
        successList.add("put");
        successList.add("put");
        List<etcdop> ops = new ArrayList<>();
        ops.add(EtcdOp.newBuilder().setKey(ByteString.copyFromUtf8("key1")).setValue(value2).build());
        ops.add(EtcdOp.newBuilder().setKey(ByteString.copyFromUtf8("key2")).setValue(value1).build());
        EtcdTransactionResponse transactionResponse = clientService.transaction(compareList, putList, successList, ops).get();
        System.out.println(transactionResponse);
    }
}

五、etcd的队列实现

etcd通过实现分布式队列来实现高效的协作,可以让多个节点在互相不知道的情况下完成协作。etcd的分布式队列可以保证顺序性,并且可以支持多个消费者同时消费队列中的元素。

//etcd的队列代码
public class EtcdQueue {
    private final EtcdClientService clientService = EtcdClient.newBuilder().endpoints("http://127.0.0.1:2379").build().getClientService();
    public void queue() throws Exception {
        EtcdQueueService queueService = new EtcdQueueServiceImpl(clientService);
        EtcdKeyValue value1 = EtcdKeyValue.newBuilder().setKey(ByteString.copyFromUtf8("key1")).setValue(ByteString.copyFromUtf8("value1")).build();
        EtcdKeyValue value2 = EtcdKeyValue.newBuilder().setKey(ByteString.copyFromUtf8("key2")).setValue(ByteString.copyFromUtf8("value2")).build();
        queueService.offer("queue", value1).get();
        queueService.offer("queue", value2).get();
        EtcdKeyValue take1 = (EtcdKeyValue) queueService.take("queue").get().getPayload().toBuilder().build();
        EtcdKeyValue take2 = (EtcdKeyValue) queueService.take("queue").get().getPayload().toBuilder().build();
        System.out.println(take1.getValue().toStringUtf8());
        System.out.println(take2.getValue().toStringUtf8());
    }
}