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Posted to jira@arrow.apache.org by "Jacob Wujciak-Jens (Jira)" <ji...@apache.org> on 2022/04/08 12:23:00 UTC
[jira] [Updated] (ARROW-15983) [Python] Spark job fails due to arrow buf limitation
[ https://issues.apache.org/jira/browse/ARROW-15983?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Jacob Wujciak-Jens updated ARROW-15983:
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Summary: [Python] Spark job fails due to arrow buf limitation (was: Spark job fails due to arrow buf limitation)
> [Python] Spark job fails due to arrow buf limitation
> ----------------------------------------------------
>
> Key: ARROW-15983
> URL: https://issues.apache.org/jira/browse/ARROW-15983
> Project: Apache Arrow
> Issue Type: Bug
> Components: Python
> Reporter: Shubham Chhabra
> Priority: Major
>
>
> Hello,
> Groupby + applyinPandas results in following error. We need some parameter to tune buffer size.
>
> {code:java}
> Caused by: java.lang.IndexOutOfBoundsException: index: 0, length: 1073741824 (expected: range(0, 0)) at io.netty.buffer.ArrowBuf.checkIndex(ArrowBuf.java:716) at io.netty.buffer.ArrowBuf.setBytes(ArrowBuf.java:954) at org.apache.arrow.vector.BaseVariableWidthVector.reallocDataBuffer(BaseVariableWidthVector.java:508) at org.apache.arrow.vector.BaseVariableWidthVector.handleSafe(BaseVariableWidthVector.java:1239) at org.apache.arrow.vector.BaseVariableWidthVector.setSafe(BaseVariableWidthVector.java:1066) at org.apache.spark.sql.execution.arrow.StringWriter.setValue(ArrowWriter.scala:287) at org.apache.spark.sql.execution.arrow.ArrowFieldWriter.write(ArrowWriter.scala:151) at org.apache.spark.sql.execution.arrow.ArrowWriter.write(ArrowWriter.scala:105) at org.apache.spark.sql.execution.python.ArrowPythonRunner$$anon$1.$anonfun$writeIteratorToStream$1(ArrowPythonRunner.scala:100) at scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23) at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1581) at org.apache.spark.sql.execution.python.ArrowPythonRunner$$anon$1.writeIteratorToStream(ArrowPythonRunner.scala:122) at org.apache.spark.api.python.BasePythonRunner$WriterThread.$anonfun$run$1(PythonRunner.scala:478) at org.apache.spark.util.Utils$.logUncaughtExceptions(Utils.scala:2146) at org.apache.spark.api.python.BasePythonRunner$WriterThread.run(PythonRunner.scala:270){code}
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