Pulsar的Spark Streaming receiver经过专门的定制，使 Apache Spark Streaming 能够从Pulsar接收数据.

应用程序可以通过 Spark Streaming Pulsar receiver 接收 Resilient Distributed Dataset (RDD) 格式的数据，并可以通过多种方式对其进行处理.

先决条件

若要使用 receiver，请在 java 配置中包含 pulsar-spark 库的依赖。

Maven

如果你使用maven,添加以下内容到你的 pom.xml 中:

<!-- in your <properties> block -->
<pulsar.version>2.6.1</pulsar.version>
<!-- in your <dependencies> block -->
<dependency>
  <groupId>org.apache.pulsar</groupId>
  <artifactId>pulsar-spark</artifactId>
  <version>${pulsar.version}</version>
</dependency>

Gradle

如果你使用Gradle,添加以下内容到你的 build.gradle 中:

def pulsarVersion = "2.6.1"
dependencies {
    compile group: 'org.apache.pulsar', name: 'pulsar-spark', version: pulsarVersion
}

用法

把一个 SparkStreamingPulsarReceiver 实例，传入 JavaStreamingContext的receiverStream方法中作为的参数:

    String serviceUrl = "pulsar://localhost:6650/";
    String topic = "persistent://public/default/test_src";
    String subs = "test_sub";
    SparkConf sparkConf = new SparkConf().setMaster("local[*]").setAppName("Pulsar Spark Example");
    JavaStreamingContext jsc = new JavaStreamingContext(sparkConf, Durations.seconds(60));
    ConsumerConfigurationData<byte[]> pulsarConf = new ConsumerConfigurationData();
    Set<String> set = new HashSet<>();
    set.add(topic);
    pulsarConf.setTopicNames(set);
    pulsarConf.setSubscriptionName(subs);
    SparkStreamingPulsarReceiver pulsarReceiver = new SparkStreamingPulsarReceiver(
        serviceUrl,
        pulsarConf,
        new AuthenticationDisabled());
    JavaReceiverInputDStream<byte[]> lineDStream = jsc.receiverStream(pulsarReceiver);

示例

You can find a complete example here. 该示例统计接收的消息有多少条包含字符串 “Pulsar”。