Amazon Redshift Spectrum: Out Of Memory Error

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I'm trying to use Amazon Redshift Spectrum to query some data that are on S3. I've created an external table on data stored in Parquet (about 5 GB of data).

Every time I try to run a simple query like the one below I get the error: Out Of Memory

  SELECT col1,col2,col3,col4 FROM spectrum.mytable WHERE col1<>'' AND col2<>'' LIMIT 100;

Am I doing something wrong? I'm running a Redshift cluster with 2 nodes of type dc1.large ( 15 GiB of Memory each!)

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