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org.apache.spark.streaming.kafka010

KafkaUtils

Related Doc: package kafka010

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object KafkaUtils extends Logging

:: Experimental :: object for constructing Kafka streams and RDDs

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@Experimental()
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  6. def createDirectStream[K, V](jssc: JavaStreamingContext, locationStrategy: LocationStrategy, consumerStrategy: ConsumerStrategy[K, V]): JavaInputDStream[ConsumerRecord[K, V]]

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    :: Experimental :: Java constructor for a DStream where each given Kafka topic/partition corresponds to an RDD partition.

    :: Experimental :: Java constructor for a DStream where each given Kafka topic/partition corresponds to an RDD partition.

    K

    type of Kafka message key

    V

    type of Kafka message value

    locationStrategy

    In most cases, pass in LocationStrategies.preferConsistent, see LocationStrategies for more details.

    consumerStrategy

    In most cases, pass in ConsumerStrategies.subscribe, see ConsumerStrategies for more details

    Annotations
    @Experimental()
  7. def createDirectStream[K, V](ssc: StreamingContext, locationStrategy: LocationStrategy, consumerStrategy: ConsumerStrategy[K, V]): InputDStream[ConsumerRecord[K, V]]

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    :: Experimental :: Scala constructor for a DStream where each given Kafka topic/partition corresponds to an RDD partition.

    :: Experimental :: Scala constructor for a DStream where each given Kafka topic/partition corresponds to an RDD partition. The spark configuration spark.streaming.kafka.maxRatePerPartition gives the maximum number of messages per second that each partition will accept.

    K

    type of Kafka message key

    V

    type of Kafka message value

    locationStrategy

    In most cases, pass in LocationStrategies.preferConsistent, see LocationStrategies for more details.

    consumerStrategy

    In most cases, pass in ConsumerStrategies.subscribe, see ConsumerStrategies for more details

    Annotations
    @Experimental()
  8. def createRDD[K, V](jsc: JavaSparkContext, kafkaParams: Map[String, AnyRef], offsetRanges: Array[OffsetRange], locationStrategy: LocationStrategy): JavaRDD[ConsumerRecord[K, V]]

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    :: Experimental :: Java constructor for a batch-oriented interface for consuming from Kafka.

    :: Experimental :: Java constructor for a batch-oriented interface for consuming from Kafka. Starting and ending offsets are specified in advance, so that you can control exactly-once semantics.

    K

    type of Kafka message key

    V

    type of Kafka message value

    kafkaParams

    Kafka configuration parameters. Requires "bootstrap.servers" to be set with Kafka broker(s) specified in host1:port1,host2:port2 form.

    offsetRanges

    offset ranges that define the Kafka data belonging to this RDD

    locationStrategy

    In most cases, pass in LocationStrategies.preferConsistent, see LocationStrategies for more details.

    Annotations
    @Experimental()
  9. def createRDD[K, V](sc: SparkContext, kafkaParams: Map[String, AnyRef], offsetRanges: Array[OffsetRange], locationStrategy: LocationStrategy): RDD[ConsumerRecord[K, V]]

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    :: Experimental :: Scala constructor for a batch-oriented interface for consuming from Kafka.

    :: Experimental :: Scala constructor for a batch-oriented interface for consuming from Kafka. Starting and ending offsets are specified in advance, so that you can control exactly-once semantics.

    K

    type of Kafka message key

    V

    type of Kafka message value

    kafkaParams

    Kafka configuration parameters. Requires "bootstrap.servers" to be set with Kafka broker(s) specified in host1:port1,host2:port2 form.

    offsetRanges

    offset ranges that define the Kafka data belonging to this RDD

    locationStrategy

    In most cases, pass in LocationStrategies.preferConsistent, see LocationStrategies for more details.

    Annotations
    @Experimental()
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