org.apache.spark.sql.kafka010.ConsumerStrategy.scala Maven / Gradle / Ivy
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.spark.sql.kafka010
import java.{util => ju}
import scala.collection.JavaConverters._
import org.apache.kafka.clients.consumer.{Consumer, KafkaConsumer}
import org.apache.kafka.clients.consumer.internals.NoOpConsumerRebalanceListener
import org.apache.kafka.common.TopicPartition
/**
* Subscribe allows you to subscribe to a fixed collection of topics.
* SubscribePattern allows you to use a regex to specify topics of interest.
* Note that unlike the 0.8 integration, using Subscribe or SubscribePattern
* should respond to adding partitions during a running stream.
* Finally, Assign allows you to specify a fixed collection of partitions.
* All three strategies have overloaded constructors that allow you to specify
* the starting offset for a particular partition.
*/
sealed trait ConsumerStrategy {
/** Create a [[KafkaConsumer]] and subscribe to topics according to a desired strategy */
def createConsumer(kafkaParams: ju.Map[String, Object]): Consumer[Array[Byte], Array[Byte]]
}
/**
* Specify a fixed collection of partitions.
*/
case class AssignStrategy(partitions: Array[TopicPartition]) extends ConsumerStrategy {
override def createConsumer(
kafkaParams: ju.Map[String, Object]): Consumer[Array[Byte], Array[Byte]] = {
val consumer = new KafkaConsumer[Array[Byte], Array[Byte]](kafkaParams)
consumer.assign(ju.Arrays.asList(partitions: _*))
consumer
}
override def toString: String = s"Assign[${partitions.mkString(", ")}]"
}
/**
* Subscribe to a fixed collection of topics.
*/
case class SubscribeStrategy(topics: Seq[String]) extends ConsumerStrategy {
override def createConsumer(
kafkaParams: ju.Map[String, Object]): Consumer[Array[Byte], Array[Byte]] = {
val consumer = new KafkaConsumer[Array[Byte], Array[Byte]](kafkaParams)
consumer.subscribe(topics.asJava)
consumer
}
override def toString: String = s"Subscribe[${topics.mkString(", ")}]"
}
/**
* Use a regex to specify topics of interest.
*/
case class SubscribePatternStrategy(topicPattern: String) extends ConsumerStrategy {
override def createConsumer(
kafkaParams: ju.Map[String, Object]): Consumer[Array[Byte], Array[Byte]] = {
val consumer = new KafkaConsumer[Array[Byte], Array[Byte]](kafkaParams)
consumer.subscribe(
ju.regex.Pattern.compile(topicPattern),
new NoOpConsumerRebalanceListener())
consumer
}
override def toString: String = s"SubscribePattern[$topicPattern]"
}
© 2015 - 2024 Weber Informatics LLC | Privacy Policy