Answer Posted / Santoh Kumar
"Spark Catalyst is an optimizing rewriter for data manipulation operations on DataFrames in Apache Spark. It simplifies the query execution process by transforming physical operator trees into more efficient ones, reducing the need for intermediate shuffles and improving overall performance."n
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