Shubham Chhabra created ARROW-15983:
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Summary: 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
Reporter: Shubham Chhabra
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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