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Use Hadoop 2.7 for newer Spark versions with yarn.
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spark/init.sh

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@@ -130,7 +130,7 @@ else
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elif [[ "$HADOOP_MAJOR_VERSION" == "2" ]]; then
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wget http://s3.amazonaws.com/spark-related-packages/spark-$SPARK_VERSION-bin-cdh4.tgz
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else
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wget http://s3.amazonaws.com/spark-related-packages/spark-$SPARK_VERSION-bin-hadoop2.4.tgz
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wget http://s3.amazonaws.com/spark-related-packages/spark-$SPARK_VERSION-bin-hadoop2.7.tgz
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fi
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if [ $? != 0 ]; then
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echo "ERROR: Unknown Spark version"

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