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

In Snowflake, how does leveraging Parquet format contribute to optimizing query performance and storage efficiency?

Options :

A : Impedes data compression and decompression capabilities

B : Limits query execution time

C : Parquet format accelerates only metadata retrieval

D : Enhances query performance and reduces storage requirements

Answer: D

Question 3

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 4

When utilizing materialized views, what benefit do they offer in terms of query performance and data retrieval?

Options :

A : Materialized views restrict data retrieval for improved security.

B : Regular views simplify complex data structures for better query performance.

C : Materialized views provide precomputed snapshots, improving query performance.

D : They offer real-time updates reflecting instantaneous database changes.

Answer: C

Question 5

What actions are involved in data discovery to identify necessary elements from available datasets in Snowflake? (Select all that apply)

Options :

A : Running SQL queries on tables

B : Performing data mining techniques

C : Evaluating necessary transformations

D : Identifying missing data fields

Answer: A,C

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