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Describe the role of an InternalFrame in Pandas API on Spark and how it affects performance compared to native Spark DataFrames. Provide a detailed explanation.
A
InternalFrame is a wrapper around Spark DataFrames that allows for faster data processing.
B
InternalFrame is a data structure used by Pandas API on Spark to mimic the behavior of Pandas DataFrames, which can lead to slower performance due to additional overhead.
C
InternalFrame is a Spark-specific optimization technique that enhances the performance of Pandas API on Spark.
D
InternalFrame is a caching mechanism that improves the speed of data retrieval in Pandas API on Spark.
