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Pyspark Streaming data to Elastic search index from Kafka topic , running in Jupyter notebook, caus

Автор: Emrah KAYA

Загружено: 2025-08-03

Просмотров: 4

Описание: Hello everyone! I hope this video has helped solve your questions and issues. This video is shared because a solution has been found for the question/problem. I create videos for questions that have solutions. If you have any other issues, feel free to reach out to me on Instagram:   / ky.emrah  

Below, you can find the text related to the question/problem. In the video, the question will be presented first, followed by the answers. If the video moves too fast, feel free to pause and review the answers. If you need more detailed information, you can find the necessary sources and links at the bottom of this description. I hope this video has been helpful, and even if it doesn't directly solve your problem, it will guide you to the source of the solution. I'd appreciate it if you like the video and subscribe to my channel!Pyspark Streaming data to Elastic search index from Kafka topic , running in Jupyter notebook, causing failure

I am streaming data from Kafka Topic, via Pyspark in Jupyter Notebook. We are writestreaming to Elasticsearch index.
It is giving this error, it is working fine , when loading to HDFS.
Driver stacktrace:)
24/09/14 04:17:08 ERROR Executor: Exception in task 39.0 in stage 15.0 (TID 193)
java.lang.NoSuchMethodError: 'org.apache.spark.sql.catalyst.encoders.ExpressionEncoder org.apache.spark.sql.catalyst.encoders.RowEncoder$.apply(org.apache.spark.sql.types.StructType)'
at org.elasticsearch.spark.sql.streaming.EsStreamQueryWriter. init (EsStreamQueryWriter.scala:50)
at org.elasticsearch.spark.sql.streaming.EsSparkSqlStreamingSink.$anonfun$addBatch$5(EsSparkSqlStreamingSink.scala:72)
at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:93)
at org.apache.spark.TaskContext.runTaskWithListeners(TaskContext.scala:161)
at org.apache.spark.scheduler.Task.run(Task.scala:141)
at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:620)
at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally(SparkErrorUtils.scala:64)
at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally$(SparkErrorUtils.scala:61)
at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:94)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:623)
at java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1136)
at java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:635)
at java.base/java.lang.Thread.run(Thread.java:833)

Driver stacktrace:)
24/09/14 04:17:08 ERROR Executor: Exception in task 39.0 in stage 15.0 (TID 193)
java.lang.NoSuchMethodError: 'org.apache.spark.sql.catalyst.encoders.ExpressionEncoder org.apache.spark.sql.catalyst.encoders.RowEncoder$.apply(org.apache.spark.sql.types.StructType)'
at org.elasticsearch.spark.sql.streaming.EsStreamQueryWriter. init (EsStreamQueryWriter.scala:50)
at org.elasticsearch.spark.sql.streaming.EsSparkSqlStreamingSink.$anonfun$addBatch$5(EsSparkSqlStreamingSink.scala:72)
at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:93)
at org.apache.spark.TaskContext.runTaskWithListeners(TaskContext.scala:161)
at org.apache.spark.scheduler.Task.run(Task.scala:141)
at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:620)
at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally(SparkErrorUtils.scala:64)
at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally$(SparkErrorUtils.scala:61)
at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:94)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:623)
at java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1136)
at java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:635)
at java.base/java.lang.Thread.run(Thread.java:833)

Spark Version : 3.5.0
Elasticsearch : elastic.co/elasticsearch/elasticsearch:8.9.0
elasticsearch:
image: docker.elastic.co/elasticsearch/elasticsearch:8.9.0
container_name: elasticsearch
environment:
discovery.type=single-node
ELASTIC_PASSWORD=password#include - xpack.security.enabled=fSource of the question:
https://stackoverflow.com/questions/7...

Question and source license information:
https://meta.stackexchange.com/help/l...
https://stackoverflow.com/

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Pyspark Streaming data to Elastic search index from Kafka topic , running in Jupyter notebook, caus

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