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Describe a scenario where you need to update a feature store table with new features. Discuss the steps you would take to ensure the update does not disrupt existing models and maintains data integrity.
A
Update the table directly without any checks.
B
Update the table after checking for data integrity but without considering existing models.
C
Update the table after checking for data integrity and ensuring compatibility with existing models.
D
Update the table directly ensuring compatibility with existing models but without checking data integrity.
