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In the context of using Pandas API on Spark, what is the purpose of importing and using the Pandas on Spark APIs, and how do you import them?
A
The purpose of importing and using the Pandas on Spark APIs is to provide a familiar Pandas-like API for data manipulation, and it can be imported using 'import pandas as pd'.
B
The Pandas on Spark APIs are not needed, as native Spark provides all the necessary functionality for data manipulation.
C
The purpose of importing and using the Pandas on Spark APIs is to improve the performance of Spark DataFrames, and it can be imported using 'from pyspark.pandas import *'.
D
The Pandas on Spark APIs are only used for converting Spark DataFrames to Pandas DataFrames, and it can be imported using 'from pyspark.pandas.api import *'.
