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What is the risk associated with this operation when converting a large Pandas API on...

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What is the risk associated with this operation when converting a large Pandas API on Spark DataFrame back to a Pandas DataFrame?

A.

The conversion will automatically distribute the data across worker nodes

B.

The operation will fail if the Pandas DataFrame exceeds 1000 rows

C.

Data will be lost during conversion

D.

The operation will load all data into the driver's memory, potentially causing memory overflow

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