Packages

abstract class KafkaWriter[T] extends Serializable

Class used to write DStreams, RDDs and Datasets to Kafka

Example usage:

import com.github.benfradet.spark.kafka.writer.KafkaWriter._
import org.apache.kafka.common.serialization.StringSerializer

val topic = "my-topic"
val producerConfig = Map(
  "bootstrap.servers" -> "127.0.0.1:9092",
  "key.serializer" -> classOf[StringSerializer].getName,
  "value.serializer" -> classOf[StringSerializer].getName
)

val dStream: DStream[String] = ...
dStream.writeToKafka(
  producerConfig,
  s => new ProducerRecord[String, String](topic, s)
)

val rdd: RDD[String] = ...
rdd.writeToKafka(
  producerConfig,
  s => new ProducerRecord[String, String](localTopic, s)
)

val dataset: Dataset[Foo] = ...
dataset.writeToKafka(
  producerConfig,
  f => new ProducerRecord[String, String](localTopic, f.toString)
)

val dataFrame: DataFrame = ...
dataFrame.writeToKafka(
  producerConfig,
  r => new ProducerRecord[String, String](localTopic, r.get(0).toString)
)

It is also possible to provide a callback for each write to Kafka.

This is optional and has a value of None by default.

Example Usage:

@transient val log = org.apache.log4j.Logger.getLogger("spark-kafka-writer")

val dStream: DStream[String] = ...
dStream.writeToKafka(
  producerConfig,
  s => new ProducerRecord[String, String](topic, s),
  Some(new Callback with Serializable {
    override def onCompletion(metadata: RecordMetadata, e: Exception): Unit = {
      if (Option(e).isDefined) {
        log.warn("error sending message", e)
      } else {
        log.info(s"write succeeded, offset: ${metadata.offset()")
      }
    }
  })
)
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Instance Constructors

  1. new KafkaWriter()(implicit arg0: ClassTag[T])

Abstract Value Members

  1. abstract def writeToKafka[K, V](producerConfig: Map[String, AnyRef], transformFunc: (T) ⇒ ProducerRecord[K, V], callback: Option[Callback] = None): Unit

    Write a DStream, RDD, or Dataset to Kafka

    Write a DStream, RDD, or Dataset to Kafka

    producerConfig

    producer configuration for creating KafkaProducer

    transformFunc

    a function used to transform values of T type into ProducerRecords

    callback

    an optional Callback to be called after each write, default value is None.

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