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Posted to issues@spark.apache.org by "Alexis Seigneurin (JIRA)" <ji...@apache.org> on 2018/08/13 19:44:00 UTC
[jira] [Created] (SPARK-25106) A new Kafka consumer gets created
for every batch
Alexis Seigneurin created SPARK-25106:
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Summary: A new Kafka consumer gets created for every batch
Key: SPARK-25106
URL: https://issues.apache.org/jira/browse/SPARK-25106
Project: Spark
Issue Type: Bug
Components: Structured Streaming
Affects Versions: 2.3.1
Reporter: Alexis Seigneurin
Attachments: console.txt
I have a fairly simple piece of code that reads from Kafka, applies some transformations - including applying a UDF - and writes the result to the console. Every time a batch is created, a new consumer is created (and not closed), eventually leading to a "too many open files" error.
I created a test case, with the code available here: [https://github.com/aseigneurin/spark-kafka-issue]
To reproduce:
# Start Kafka and create a topic called "persons"
# Run "Producer" to generate data
# Run "Consumer"
I am attaching the log where you can see a new consumer being initialized between every batch.
Please note this issue does *not* appear with Spark 2.2.2.
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