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Discuss the limitations of Pandas API on Spark when compared to native Spark DataFrames. Provide specific examples and explain how these limitations can impact data processing tasks.
Discuss the limitations of Pandas API on Spark when compared to native Spark DataFrames. Provide specific examples and explain how these limitations can impact data processing tasks.
Simulated
A
Pandas API on Spark lacks support for distributed processing, leading to slower performance for large datasets.
19.8%
B
Pandas API on Spark has limited support for advanced data manipulation functions, impacting complex data processing tasks.
12.3%
C
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