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Delta Lake

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Aug 10, 2026

Your Parquet Column Indexes Are Being Ignored on EMR and Glue

A benchmark that made no sense led to a four-environment A/B test proving the AWS Spark runtime's vectorized reader skips row groups but never pages, plus a 120-line MWE anyone can run to verify it.

apache spark parquet emr aws glue data engineering performance delta lake benchmarking
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