Did some tests. The concern is SSS job running under YARN
*Scenario 1)* use spark-sql-kafka-0-10_2.12-3.1.0.jar - Removed spark-sql-kafka-0-10_2.12-3.1.0.jar from anywhere on CLASSPATH including $SPARK_HOME/jars - Added the said jar file to spark-submit in client mode (the only mode available to PySpark) with --jars - spark-submit --master yarn --deploy-mode client --conf spark.pyspark.virtualenv.enabled=true .. bla bla.. --driver-memory 4G --executor-memory 4G --num-executors 2 --executor-cores 2 *--jars $HOME/jars/spark-sql-kafka-0-10_2.12-3.1.0.jar *xyz.py This works fine *Scenario 2)* use spark-sql-kafka-0-10_2.12-3.1.1.jar in spark-submit - spark-submit --master yarn --deploy-mode client --conf spark.pyspark.virtualenv.enabled=true ..bla bla.. --driver-memory 4G --executor-memory 4G --num-executors 2 --executor-cores 2 *--jars $HOME/jars/spark-sql-kafka-0-10_2.12-*3.1.1*.jar *xyz.py it failed with - Caused by: java.lang.NoSuchMethodError: org.apache.spark.kafka010.KafkaTokenUtil$.needTokenUpdate(Ljava/util/Map;Lscala/Option;)Z Scenario 3) use the package as per Structured Streaming + Kafka Integration Guide (Kafka broker version 0.10.0 or higher) - Spark 3.1.1 Documentation (apache.org) <https://spark.apache.org/docs/latest/structured-streaming-kafka-integration.html#deploying> - spark-submit --master yarn --deploy-mode client --conf spark.pyspark.virtualenv.enabled=true ..bla bla.. --driver-memory 4G --executor-memory 4G --num-executors 2 --executor-cores 2 *--packages org.apache.spark:spark-sql-kafka-0-10_2.12:3.1.1 *xyz.py it failed with - Caused by: java.lang.NoSuchMethodError: org.apache.spark.kafka010.KafkaTokenUtil$.needTokenUpdate(Ljava/util/Map;Lscala/Option;)Z HTH view my Linkedin profile <https://www.linkedin.com/in/mich-talebzadeh-ph-d-5205b2/> *Disclaimer:* Use it at your own risk. Any and all responsibility for any loss, damage or destruction of data or any other property which may arise from relying on this email's technical content is explicitly disclaimed. The author will in no case be liable for any monetary damages arising from such loss, damage or destruction. On Wed, 7 Apr 2021 at 13:20, Gabor Somogyi <gabor.g.somo...@gmail.com> wrote: > +1 on Sean's opinion > > On Wed, Apr 7, 2021 at 2:17 PM Sean Owen <sro...@gmail.com> wrote: > >> You shouldn't be modifying your cluster install. You may at this point >> have conflicting, excess JARs in there somewhere. I'd start it over if you >> can. >> >> On Wed, Apr 7, 2021 at 7:15 AM Gabor Somogyi <gabor.g.somo...@gmail.com> >> wrote: >> >>> Not sure what you mean not working. You've added 3.1.1 to packages which >>> uses: >>> * 2.6.0 kafka-clients: >>> https://github.com/apache/spark/blob/1d550c4e90275ab418b9161925049239227f3dc9/pom.xml#L136 >>> * 2.6.2 commons pool: >>> https://github.com/apache/spark/blob/1d550c4e90275ab418b9161925049239227f3dc9/pom.xml#L183 >>> >>> I think it worth an end-to-end dep-tree analysis what is really >>> happening on the cluster... >>> >>> G >>> >>> >>> On Wed, Apr 7, 2021 at 11:11 AM Mich Talebzadeh < >>> mich.talebza...@gmail.com> wrote: >>> >>>> Hi Gabor et. al., >>>> >>>> To be honest I am not convinced this package --packages >>>> org.apache.spark:spark-sql-kafka-0-10_2.12:3.1.1 is really working! >>>> >>>> I know for definite that spark-sql-kafka-0-10_2.12-3.1.0.jar works >>>> fine. I reported the package working before because under $SPARK_HOME/jars >>>> on all nodes there was a copy 3.0.1 jar file. Also in $SPARK_HOME/conf we >>>> had the following entries: >>>> >>>> spark.yarn.archive=hdfs://rhes75:9000/jars/spark-libs.jar >>>> spark.driver.extraClassPath $SPARK_HOME/jars/*.jar >>>> spark.executor.extraClassPath $SPARK_HOME/jars/*.jar >>>> >>>> So the jar file was picked up first anyway. >>>> >>>> The concern I have is that that the package uses older version of jar >>>> files, namely: the following in .ivy2/jars >>>> >>>> -rw-r--r-- 1 hduser hadoop 6407352 Dec 19 13:14 >>>> com.github.luben_zstd-jni-1.4.8-1.jar >>>> -rw-r--r-- 1 hduser hadoop 129174 Apr 6 2019 >>>> org.apache.commons_commons-pool2-2.6.2.jar >>>> -rw-r--r-- 1 hduser hadoop 3754508 Jul 28 2020 >>>> org.apache.kafka_kafka-clients-2.6.0.jar >>>> -rw-r--r-- 1 hduser hadoop 387494 Feb 22 03:57 >>>> org.apache.spark_spark-sql-kafka-0-10_2.12-3.1.1.jar >>>> -rw-r--r-- 1 hduser hadoop 55766 Feb 22 03:58 >>>> org.apache.spark_spark-token-provider-kafka-0-10_2.12-3.1.1.jar >>>> -rw-r--r-- 1 hduser hadoop 649950 Jan 18 2020 >>>> org.lz4_lz4-java-1.7.1.jar >>>> -rw-r--r-- 1 hduser hadoop 41472 Dec 16 2019 >>>> org.slf4j_slf4j-api-1.7.30.jar >>>> -rw-r--r-- 1 hduser hadoop 2777 Oct 22 2014 >>>> org.spark-project.spark_unused-1.0.0.jar >>>> -rw-r--r-- 1 hduser hadoop 1969177 Nov 28 18:10 >>>> org.xerial.snappy_snappy-java-1.1.8.2.jar >>>> >>>> >>>> So I am not sure. Hence I want someone to verify this independently in >>>> anger >>>> >>>>
