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Explain the process of versioning features in a Feature Store. Discuss the benefits of feature versioning and the challenges involved in managing multiple feature versions.
A
Version features directly without considering benefits or challenges.
B
Version features considering benefits but without addressing challenges.
C
Version features considering challenges but without addressing benefits.
D
Version features considering both benefits and challenges.
