Github user dibbhatt commented on a diff in the pull request:
https://github.com/apache/spark/pull/3798#discussion_r24010956
--- Diff:
external/kafka/src/main/scala/org/apache/spark/streaming/kafka/KafkaCluster.scala
---
@@ -0,0 +1,344 @@
+/*
+ * 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.control.NonFatal
+import scala.util.Random
+import scala.collection.mutable.ArrayBuffer
+import java.util.Properties
+import kafka.api._
+import kafka.common.{ErrorMapping, OffsetMetadataAndError,
TopicAndPartition}
+import kafka.consumer.{ConsumerConfig, SimpleConsumer}
+import org.apache.spark.SparkException
+
+/**
+ * Convenience methods for interacting with a Kafka cluster.
+ * @param kafkaParams Kafka <a
href="http://kafka.apache.org/documentation.html#configuration";>
+ * configuration parameters</a>.
+ * Requires "metadata.broker.list" or "bootstrap.servers" to be set with
Kafka broker(s),
+ * NOT zookeeper servers, specified in host1:port1,host2:port2 form
+ */
+private[spark]
+class KafkaCluster(val kafkaParams: Map[String, String]) extends
Serializable {
+ import KafkaCluster.{Err, LeaderOffset}
+
+ val seedBrokers: Array[(String, Int)] =
+ kafkaParams.get("metadata.broker.list")
+ .orElse(kafkaParams.get("bootstrap.servers"))
+ .getOrElse(throw new SparkException("Must specify
metadata.broker.list or bootstrap.servers"))
+ .split(",").map { hp =>
+ val hpa = hp.split(":")
+ (hpa(0), hpa(1).toInt)
+ }
+
+ // ConsumerConfig isn't serializable
+ @transient private var _config: ConsumerConfig = null
+
+ def config: ConsumerConfig = this.synchronized {
+ if (_config == null) {
+ _config = KafkaCluster.consumerConfig(kafkaParams)
+ }
+ _config
+ }
+
+ def connect(host: String, port: Int): SimpleConsumer =
+ new SimpleConsumer(host, port, config.socketTimeoutMs,
+ config.socketReceiveBufferBytes, config.clientId)
+
+ def connectLeader(topic: String, partition: Int): Either[Err,
SimpleConsumer] =
+ findLeader(topic, partition).right.map(hp => connect(hp._1, hp._2))
+
+ // Metadata api
+ // scalastyle:off
+ //
https://cwiki.apache.org/confluence/display/KAFKA/A+Guide+To+The+Kafka+Protocol#AGuideToTheKafkaProtocol-MetadataAPI
+ // scalastyle:on
+
+ def findLeader(topic: String, partition: Int): Either[Err, (String,
Int)] = {
+ val req = TopicMetadataRequest(TopicMetadataRequest.CurrentVersion,
+ 0, config.clientId, Seq(topic))
+ val errs = new Err
+ withBrokers(Random.shuffle(seedBrokers), errs) { consumer =>
+ val resp: TopicMetadataResponse = consumer.send(req)
+ resp.topicsMetadata.find(_.topic == topic).flatMap { tm:
TopicMetadata =>
+ tm.partitionsMetadata.find(_.partitionId == partition)
+ }.foreach { pm: PartitionMetadata =>
+ pm.leader.foreach { leader =>
+ return Right((leader.host, leader.port))
+ }
+ }
+ }
+ Left(errs)
+ }
+
+ def findLeaders(
+ topicAndPartitions: Set[TopicAndPartition]
+ ): Either[Err, Map[TopicAndPartition, (String, Int)]] = {
+ val topics = topicAndPartitions.map(_.topic)
+ val response = getPartitionMetadata(topics).right
+ val answer = response.flatMap { tms: Set[TopicMetadata] =>
+ val leaderMap = tms.flatMap { tm: TopicMetadata =>
+ tm.partitionsMetadata.flatMap { pm: PartitionMetadata =>
+ val tp = TopicAndPartition(tm.topic, pm.partitionId)
+ if (topicAndPartitions(tp)) {
+ pm.leader.map { l =>
+ tp -> (l.host -> l.port)
+ }
+ } else {
+ None
+ }
+ }
+ }.toMap
+
+ if (leaderMap.keys.size == topicAndPartitions.size) {
+ Right(leaderMap)
+ } else {
+ val missing = topicAndPartitions.diff(leaderMap.keySet)
+ val err = new Err
+ err.append(new SparkException(s"Couldn't find leaders for
${missing}"))
+ Left(err)
+ }
+ }
+ answer
+ }
+
+ def getPartitions(topics: Set[String]): Either[Err,
Set[TopicAndPartition]] = {
+ getPartitionMetadata(topics).right.map { r =>
+ r.flatMap { tm: TopicMetadata =>
+ tm.partitionsMetadata.map { pm: PartitionMetadata =>
+ TopicAndPartition(tm.topic, pm.partitionId)
+ }
+ }
+ }
+ }
+
+ def getPartitionMetadata(topics: Set[String]): Either[Err,
Set[TopicMetadata]] = {
+ val req = TopicMetadataRequest(
+ TopicMetadataRequest.CurrentVersion, 0, config.clientId,
topics.toSeq)
+ val errs = new Err
+ withBrokers(Random.shuffle(seedBrokers), errs) { consumer =>
+ val resp: TopicMetadataResponse = consumer.send(req)
+ // error codes here indicate missing / just created topic,
+ // repeating on a different broker wont be useful
+ return Right(resp.topicsMetadata.toSet)
+ }
+ Left(errs)
+ }
+
+ // Leader offset api
+ // scalastyle:off
+ //
https://cwiki.apache.org/confluence/display/KAFKA/A+Guide+To+The+Kafka+Protocol#AGuideToTheKafkaProtocol-OffsetAPI
+ // scalastyle:on
+
+ def getLatestLeaderOffsets(
+ topicAndPartitions: Set[TopicAndPartition]
+ ): Either[Err, Map[TopicAndPartition, LeaderOffset]] =
+ getLeaderOffsets(topicAndPartitions, OffsetRequest.LatestTime)
+
+ def getEarliestLeaderOffsets(
+ topicAndPartitions: Set[TopicAndPartition]
+ ): Either[Err, Map[TopicAndPartition, LeaderOffset]] =
+ getLeaderOffsets(topicAndPartitions, OffsetRequest.EarliestTime)
+
+ def getLeaderOffsets(
+ topicAndPartitions: Set[TopicAndPartition],
+ before: Long
+ ): Either[Err, Map[TopicAndPartition, LeaderOffset]] = {
+ getLeaderOffsets(topicAndPartitions, before, 1).right.map { r =>
+ r.map { kv =>
+ // mapValues isnt serializable, see SI-7005
+ kv._1 -> kv._2.head
+ }
+ }
+ }
+
+ private def flip[K, V](m: Map[K, V]): Map[V, Seq[K]] =
+ m.groupBy(_._2).map { kv =>
+ kv._1 -> kv._2.keys.toSeq
+ }
+
+ def getLeaderOffsets(
+ topicAndPartitions: Set[TopicAndPartition],
+ before: Long,
+ maxNumOffsets: Int
+ ): Either[Err, Map[TopicAndPartition, Seq[LeaderOffset]]] = {
+ findLeaders(topicAndPartitions).right.flatMap { tpToLeader =>
+ val leaderToTp: Map[(String, Int), Seq[TopicAndPartition]] =
flip(tpToLeader)
+ val leaders = leaderToTp.keys
+ var result = Map[TopicAndPartition, Seq[LeaderOffset]]()
+ val errs = new Err
+ withBrokers(leaders, errs) { consumer =>
+ val partitionsToGetOffsets: Seq[TopicAndPartition] =
+ leaderToTp((consumer.host, consumer.port))
+ val reqMap = partitionsToGetOffsets.map { tp: TopicAndPartition =>
+ tp -> PartitionOffsetRequestInfo(before, maxNumOffsets)
+ }.toMap
+ val req = OffsetRequest(reqMap)
+ val resp = consumer.getOffsetsBefore(req)
+ val respMap = resp.partitionErrorAndOffsets
+ partitionsToGetOffsets.foreach { tp: TopicAndPartition =>
+ respMap.get(tp).foreach { por: PartitionOffsetsResponse =>
+ if (por.error == ErrorMapping.NoError) {
+ if (por.offsets.nonEmpty) {
+ result += tp -> por.offsets.map { off =>
+ LeaderOffset(consumer.host, consumer.port, off)
+ }
+ } else {
+ errs.append(new SparkException(
+ s"Empty offsets for ${tp}, is ${before} before log
beginning?"))
+ }
+ } else {
+ errs.append(ErrorMapping.exceptionFor(por.error))
+ }
+ }
+ }
+ if (result.keys.size == topicAndPartitions.size) {
+ return Right(result)
+ }
+ }
+ val missing = topicAndPartitions.diff(result.keySet)
+ errs.append(new SparkException(s"Couldn't find leader offsets for
${missing}"))
+ Left(errs)
+ }
+ }
+
+ // Consumer offset api
+ // scalastyle:off
+ //
https://cwiki.apache.org/confluence/display/KAFKA/A+Guide+To+The+Kafka+Protocol#AGuideToTheKafkaProtocol-OffsetCommit/FetchAPI
+ // scalastyle:on
+
+ def getConsumerOffsets(
+ groupId: String,
+ topicAndPartitions: Set[TopicAndPartition]
+ ): Either[Err, Map[TopicAndPartition, Long]] = {
+ getConsumerOffsetMetadata(groupId, topicAndPartitions).right.map { r =>
+ r.map { kv =>
+ kv._1 -> kv._2.offset
+ }
+ }
+ }
+
+ def getConsumerOffsetMetadata(
+ groupId: String,
+ topicAndPartitions: Set[TopicAndPartition]
+ ): Either[Err, Map[TopicAndPartition, OffsetMetadataAndError]] = {
+ var result = Map[TopicAndPartition, OffsetMetadataAndError]()
+ val req = OffsetFetchRequest(groupId, topicAndPartitions.toSeq)
+ val errs = new Err
+ withBrokers(Random.shuffle(seedBrokers), errs) { consumer =>
+ val resp = consumer.fetchOffsets(req)
+ val respMap = resp.requestInfo
+ val needed = topicAndPartitions.diff(result.keySet)
+ needed.foreach { tp: TopicAndPartition =>
+ respMap.get(tp).foreach { ome: OffsetMetadataAndError =>
+ if (ome.error == ErrorMapping.NoError) {
+ result += tp -> ome
+ } else {
+ errs.append(ErrorMapping.exceptionFor(ome.error))
+ }
+ }
+ }
+ if (result.keys.size == topicAndPartitions.size) {
+ return Right(result)
+ }
+ }
+ val missing = topicAndPartitions.diff(result.keySet)
+ errs.append(new SparkException(s"Couldn't find consumer offsets for
${missing}"))
+ Left(errs)
+ }
+
+ def setConsumerOffsets(
+ groupId: String,
+ offsets: Map[TopicAndPartition, Long]
+ ): Either[Err, Map[TopicAndPartition, Short]] = {
+ setConsumerOffsetMetadata(groupId, offsets.map { kv =>
+ kv._1 -> OffsetMetadataAndError(kv._2)
+ })
+ }
+
+ def setConsumerOffsetMetadata(
+ groupId: String,
+ metadata: Map[TopicAndPartition, OffsetMetadataAndError]
+ ): Either[Err, Map[TopicAndPartition, Short]] = {
+ var result = Map[TopicAndPartition, Short]()
+ val req = OffsetCommitRequest(groupId, metadata)
--- End diff --
There is some incompatible wire protocol changes happened in
OffsetCommitRequest from Kafka 0.8.1.1 to 0.8.2
So I believe this API will break for Kafka 0.8.2 ?
Some discussions you can find here :
http://search-hadoop.com/m/4TaT4E02nE1&subj=Re+Consumer+and+offset+management+support+in+0+8+2+and+0+9
Associated Kafka JIRA here :
https://issues.apache.org/jira/browse/KAFKA-1841
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