Question 1

How do Snowsight's data loading capabilities impact data ingestion?

Options :

A : It limits data ingestion to structured formats only.

B : Snowsight enables real-time data ingestion.

C : Snowsight facilitates streamlined data import from various sources.

D : Data loading is restricted to batch processing only.

Answer: C

Question 2

How does leveraging partition pruning optimize query performance in Snowflake?

Options :

A : Filters unnecessary partitions during query execution

B : Reduces data accessibility across multiple warehouses

C : Increases storage requirements for optimized query access

D : Limits query complexity and optimization possibilities

Answer: A

Question 3

How do user-defined functions (UDFs) contribute to data analysis in SQL?

Options :

A : UDFs hinder query optimization.

B : They allow customization and extension of SQL functionalities for specific data operations.

C : UDFs restrict data analysis to predefined operations.

D :

UDFs can only be used with materialized views.

Answer: B

Question 4

Which considerations are part of best practice for ensuring data integrity structures in Snowflake? (Select all that apply)

Options :

A : Using primary keys for tables

B : Establishing parent-child table joins

C : Ensuring data normalization

D : Implementing redundant constraints

Answer: A,B

Question 5

How do aggregate functions differ from window functions in Snowflake?

Options :

A : Window functions modify table structures.

B : Aggregate functions return single values.

C : Window functions work on entire tables.

D : Aggregate functions operate on groups of rows.

Answer: B,D