spark streaming kafka:获取主题分区数据时发生未知错误

6g8kf2rb  于 2021-06-06  发布在  Kafka
关注(0)|答案(1)|浏览(498)

我正在尝试从spark集群中读取一个kafka主题,该集群使用结构化流式api和spark中的kafka集成

val sparkSession = SparkSession.builder()
  .master("local[*]")
  .appName("some-app")
  .getOrCreate()

Kafka流创作

import sparkSession.implicits._

val dataFrame = sparkSession
  .readStream
  .format("kafka")
  .option("subscribepattern", "preprod-*")
  .option("kafka.bootstrap.servers", "<brokerUrl>:9094")
  .option("kafka.ssl.protocol", "TLS")
  .option("kafka.security.protocol", "SSL")
  .option("kafka.ssl.key.password", secretPassword)
  .option("kafka.ssl.keystore.location", "/tmp/xyz.jks")
  .option("kafka.ssl.keystore.password", secretPassword)
  .option("kafka.ssl.truststore.location", "/abc.jks")
  .option("kafka.ssl.truststore.password", secretPassword)
  .load()
  .selectExpr("CAST(key AS STRING)", "CAST(value AS STRING)")
  .as[(String, String)]
  .writeStream
  .format("console")
  .start()
  .awaitTermination()

使用命令运行它

/usr/local/spark/bin/spark-submit 
--packages "org.apache.spark:spark-streaming-kafka-0-10_2.11:2.3.1,org.apache.spark:spark-sql-kafka-0-10_2.11:2.3.1"
myjar.jar

获取以下错误

2018-09-28 07:29:23 INFO  AbstractCoordinator:505 - Discovered coordinator brokerUrl.com:32400 (id: 2147483647 rack: null) for group spark-kafka-source-c72dcb79-f3bc-4dfd-86a5-9d14be48fa04-1188588017-executor.
2018-09-28 07:29:23 INFO  AbstractCoordinator:505 - Discovered coordinator brokerUrl.com:32400 (id: 2147483647 rack: null) for group spark-kafka-source-c72dcb79-f3bc-4dfd-86a5-9d14be48fa04-1188588017-executor.
2018-09-28 07:29:23 INFO  AbstractCoordinator:505 - Discovered coordinator brokerUrl.com:32400 (id: 2147483647 rack: null) for group spark-kafka-source-c72dcb79-f3bc-4dfd-86a5-9d14be48fa04-1188588017-executor.
2018-09-28 07:29:23 INFO  AbstractCoordinator:505 - Discovered coordinator brokerUrl.com:32400 (id: 2147483647 rack: null) for group spark-kafka-source-c72dcb79-f3bc-4dfd-86a5-9d14be48fa04-1188588017-executor.
2018-09-28 07:29:47 WARN  Fetcher:594 - Unknown error fetching data for topic-partition preprod-sanity-test-5
2018-09-28 07:30:25 WARN  Fetcher:594 - Unknown error fetching data for topic-partition preprod-sanity-test-7
2018-09-28 07:30:27 WARN  Fetcher:594 - Unknown error fetching data for topic-partition preprod-sanity-test-7
2018-09-28 07:30:27 WARN  Fetcher:594 - Unknown error fetching data for topic-partition preprod-sanity-test-5
2018-09-28 07:30:50 WARN  Fetcher:594 - Unknown error fetching data for topic-partition preprod-sanity-test-8
2018-09-28 07:30:50 WARN  Fetcher:594 - Unknown error fetching data for topic-partition preprod-sanity-test-4
2018-09-28 07:30:50 WARN  Fetcher:594 - Unknown error fetching data for topic-partition preprod-sanity-test-7
2018-09-28 07:30:50 WARN  Fetcher:594 - Unknown error fetching data for topic-partition preprod-sanity-test-8
2018-09-28 07:30:50 WARN  Fetcher:594 - Unknown error fetching data for topic-partition preprod-sanity-test-4
2018-09-28 07:30:50 WARN  Fetcher:594 - Unknown error fetching data for topic-partition preprod-sanity-test-5
.....
....
so on
iih3973s

iih3973s1#

你的Kafka经纪人版本是什么?你是如何产生这些信息的?
如果这些消息有标题(https://issues.apache.org/jira/browse/kafka-4208),您将需要使用kafka 0.11+来使用它们,因为旧的kafka客户端无法读取此类消息。如果是,可以使用以下命令:

/usr/local/spark/bin/spark-submit --packages "org.apache.kafka:kafka-clients:0.11.0.3,org.apache.spark:spark-sql-kafka-0-10_2.11:2.3.1"
myjar.jar

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