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  1. Spark
  2. SPARK-10878

Race condition when resolving Maven coordinates via Ivy

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    Details

    • Type: Bug
    • Status: Resolved
    • Priority: Minor
    • Resolution: Fixed
    • Affects Version/s: 1.5.0
    • Fix Version/s: 2.3.1, 2.4.0
    • Component/s: Spark Core
    • Labels:
      None

      Description

      I've recently been shell-scripting the creation of many concurrent Spark-on-YARN apps and observing a fraction of them to fail with what I'm guessing is a race condition in their Maven-coordinate resolution.

      For example, I might spawn an app for each path in file paths with the following shell script:

      cat paths | parallel "$SPARK_HOME/bin/spark-submit foo.jar {}"
      

      When doing this, I observe some fraction of the spawned jobs to fail with errors like:

      :: retrieving :: org.apache.spark#spark-submit-parent
              confs: [default]
      Exception in thread "main" java.lang.RuntimeException: problem during retrieve of org.apache.spark#spark-submit-parent: java.text.ParseException: failed to parse report: /hpc/users/willir31/.ivy2/cache/org.apache.spark-spark-submit-parent-default.xml: Premature end of file.
              at org.apache.ivy.core.retrieve.RetrieveEngine.retrieve(RetrieveEngine.java:249)
              at org.apache.ivy.core.retrieve.RetrieveEngine.retrieve(RetrieveEngine.java:83)
              at org.apache.ivy.Ivy.retrieve(Ivy.java:551)
              at org.apache.spark.deploy.SparkSubmitUtils$.resolveMavenCoordinates(SparkSubmit.scala:1006)
              at org.apache.spark.deploy.SparkSubmit$.prepareSubmitEnvironment(SparkSubmit.scala:286)
              at org.apache.spark.deploy.SparkSubmit$.submit(SparkSubmit.scala:153)
              at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:120)
              at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)
      Caused by: java.text.ParseException: failed to parse report: /hpc/users/willir31/.ivy2/cache/org.apache.spark-spark-submit-parent-default.xml: Premature end of file.
              at org.apache.ivy.plugins.report.XmlReportParser.parse(XmlReportParser.java:293)
              at org.apache.ivy.core.retrieve.RetrieveEngine.determineArtifactsToCopy(RetrieveEngine.java:329)
              at org.apache.ivy.core.retrieve.RetrieveEngine.retrieve(RetrieveEngine.java:118)
              ... 7 more
      Caused by: org.xml.sax.SAXParseException; Premature end of file.
              at org.apache.xerces.util.ErrorHandlerWrapper.createSAXParseException(Unknown Source)
              at org.apache.xerces.util.ErrorHandlerWrapper.fatalError(Unknown Source)
              at org.apache.xerces.impl.XMLErrorReporter.reportError(Unknown Source)
      

      The more apps I try to launch simultaneously, the greater fraction of them seem to fail with this or similar errors; a batch of ~10 will usually work fine, a batch of 15 will see a few failures, and a batch of ~60 will have dozens of failures.

      This gist shows 11 recent failures I observed.

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              • Assignee:
                kiszk Kazuaki Ishizaki
                Reporter:
                rdub Ryan Williams
              • Votes:
                6 Vote for this issue
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                17 Start watching this issue

                Dates

                • Created:
                  Updated:
                  Resolved: