DAA-C01 Exam Dumps | Consider the following SQL query: (Exhibit) Analyzing the Query Profile, you observe that the 'WHERE'

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Question 6/151

Consider the following SQL query:

Analyzing the Query Profile, you observe that the 'WHERE' clause is not effectively filtering the data'. Which of the following actions could improve performance, assuming the 'order date' column is NOT currently clustered or indexed?

A. Create a secondary index on the 'order_date' column.

B. Cluster the 'orders' table on the 'order date' column.

C. Create a materialized view with the 'WHERE clause condition and relevant columns.

D. Partition the 'orders' table by 'order_date' .

E. Increase the virtual warehouse size.

Correct Answer: B,C

Clustering on 'order_date' will physically organize the data on disk according to the date, allowing Snowflake to efficiently retrieve the relevant data based on the 'WHERE clause. Creating a materialized view pre-computes the result set based on the filter, so the query would only need to retrieve the top 10 from that smaller dataset. Secondary indexes are not supported in Snowflake. Partitioning is not a feature in Snowflake. Increasing the warehouse size might help with processing power, but it won't directly improve data access efficiency.

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