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Snowflake SnowPro Advanced: Data Analyst Certification Exam Sample Questions (Q107-Q112):
NEW QUESTION # 107
How do constraints, such as primary keys, impact table joins between parent/child tables in Snowflake?
- A. Primary keys allow only one-to-one table joins
- B. Primary keys ensure data uniqueness for table relationships
- C. Constraints restrict data access to authorized user roles
- D. Constraints limit table join operations to specific data types
Answer: B
Explanation:
Primary keys enforce data uniqueness, ensuring integrity and maintaining relationships between parent and child tables in Snowflake.
NEW QUESTION # 108
How does automating and implementing data processing contribute to the overall efficiency of data ingestion?
- A. It slows down the data ingestion process significantly.
- B. Automating processing hampers data accuracy.
- C. Automation eliminates human intervention, ensuring consistency.
- D. Implementing data processing increases data redundancy.
Answer: C
Explanation:
Automation ensures consistency and eliminates manual interventions, enhancing the efficiency of data ingestion.
NEW QUESTION # 109
How do table functions differ from other Snowflake functions?
- A. Table functions return tables as results.
- B. They perform mathematical computations exclusively.
- C. Table functions modify existing table structures.
- D. They only operate on entire tables.
Answer: A
Explanation:
Table functions return tables as results, distinguishing them from other Snowflake functions.
NEW QUESTION # 110
Why is the Parquet format preferred for complex data sets?
- A. It changes data colors for differentiation
- B. It randomly alters data for testing
- C. It has visually appealing data presentation
- D. It supports efficient compression and encoding schemes
Answer: D
NEW QUESTION # 111
What complexities might arise when identifying and resolving data import errors in Snowflake?
(Select all that apply)
- A. Handling only specific error types
- B. Analyzing error logs for resolution
- C. Resolving data inconsistencies
- D. Identifying error sources
Answer: B,C,D
Explanation:
Identifying and resolving data import errors involves challenges related to identifying error sources, resolving inconsistencies, and analyzing logs for resolution, which might be complex depending on the nature of the errors.
NEW QUESTION # 112
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