Github user dibbhatt commented on a diff in the pull request:

    https://github.com/apache/spark/pull/3798#discussion_r24001371
  
    --- Diff: 
external/kafka/src/test/scala/org/apache/spark/streaming/kafka/KafkaRDDSuite.scala
 ---
    @@ -0,0 +1,99 @@
    +/*
    + * 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.streaming.kafka
    +
    +import scala.util.Random
    +
    +import kafka.serializer.StringDecoder
    +import kafka.common.TopicAndPartition
    +import org.scalatest.BeforeAndAfter
    +
    +import org.apache.spark._
    +import org.apache.spark.SparkContext._
    +
    +class KafkaRDDSuite extends KafkaStreamSuiteBase with BeforeAndAfter {
    +  var sc: SparkContext = _
    +  before {
    +    setupKafka()
    +  }
    +
    +  after {
    +    if (sc != null) {
    +      sc.stop
    +      sc = null
    +    }
    +    tearDownKafka()
    +  }
    +
    +  test("Kafka RDD") {
    +    val sparkConf = new 
SparkConf().setMaster("local[4]").setAppName(this.getClass.getSimpleName)
    +    sc = new SparkContext(sparkConf)
    +    val topic = "topic1"
    +    val sent = Map("a" -> 5, "b" -> 3, "c" -> 10)
    +    createTopic(topic)
    +    produceAndSendMessage(topic, sent)
    +
    +    val kafkaParams = Map("metadata.broker.list" -> 
s"localhost:$brokerPort",
    +      "group.id" -> s"test-consumer-${Random.nextInt(10000)}")
    +
    +    val kc = new KafkaCluster(kafkaParams)
    +
    +    val rdd = getRdd(kc, Set(topic))
    +    // this is the "lots of messages" case
    +    // make sure we get all of them
    +    assert(rdd.isDefined)
    +    assert(rdd.get.count === sent.values.sum)
    +
    +    kc.setConsumerOffsets(
    --- End diff --
    
    Here you are committing the RDD offset to ZK via SimpleConsumer 
commitOffset call for next getRdd call . If committOffset call fails , what to 
do ? Isn't it breaking the logic of keeping the offset along with RDD concept 
mentioned in the design document ?


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