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When unloading data from Snowflake to the Parquet file format, what is the purpose of using the PARTITION BY clause?
A
It will provide a mechanism to encrypt each micro-partition with a unique key.
B
It will guarantee data integrity by splitting the data into smaller, manageable chunks.
C
It will increase storage efficiency by automatically compressing data based on access patterns.
D
It will optimize query performance by filtering relevant partitions without scanning the entire dataset.
