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Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
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t_ras
by New Contributor
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java.lang.OutOfMemoryError: GC overhead limit exceeded

I get java.lang.OutOfMemoryError: GC overhead limit exceeded when trying coutn action on a file. The file is a CSV file 217GB zise Im using a 10 r3.8xlarge(ubuntu) machines cdh 5.3.6 and spark 1.2.0 configutation: spark.app.id:local-1443956477103 s...

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miklos
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Looks like the following property is pretty high, which consumes a lot of memory on your executors when you cache the dataset. "spark.storage.memoryFraction:0.9" This could likely be solved by changing the configuration. Take a look at the upstream...

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