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Snowflake Certified SnowPro Associate - Platform Certification Sample Questions (Q110-Q115):

NEW QUESTION # 110
Using Snowsight, you observe a query with the following SQL:
FROM LARGE_TABLE WHERE ID IN (SELECT ID FROM SMALL_TABLE WHERE CONDITION
- SELECT The query is performing poorly. When examining the Query Profile in Snowsight, what specific operator should you MOST closely inspect to identify potential bottlenecks?

Answer: B

Explanation:
The ` IN' subquery can often be rewritten by Snowflake as a 'JOIN'. Therefore, a poorly performing 'JOIN' operator (especially a 'BROADCAST JOIN' with a very large table on one side) is the most likely culprit for performance issues in this scenario. Checking the 'Join' operator in the Query Profile will reveal if this optimization occurred and whether it is efficient. Table scans, filters and results will give insights but Join is the best option.


NEW QUESTION # 111
What is the highest level object in the Snowflake object hierarchy?

Answer: A

Explanation:
TheAccountis the top-level Snowflake container encompassing:
* All databases
* All schemas
* All compute resources (warehouses)
* All roles, users, and governance structures
All other objects exist within the Account context.


NEW QUESTION # 112
What are the steps to create a new stage in Snowsight?

Answer: C

Explanation:
To create a new stage in Snowsight, users navigate through:Data # Database # Schema # Create Stage. Within the schema, selecting the "+" icon opens the option to create a stage. Users may configure internal or external stages, encryption settings, and directory table options. Other paths listed reference creating schemas rather than creating stages and are therefore incorrect.


NEW QUESTION # 113
A data scientist wants to use the COMPLETE function in Snowflake Cortex to perform sentiment analysis on social media posts. They have a table named 'SOCIAL MEDIA POSTS with a column
'POST TEXT' containing the post content. They want to classify each post as either 'Positive',
'Negative', or 'Neutral'. Which of the following SQL statements is the MOST appropriate for this task?

Answer: B

Explanation:
Option E is the most appropriate. It explicitly instructs the COMPLETE function to classify the sentiment and provides the possible classifications (Positive', 'Negative', or 'Neutral'). Combining text with II and using smaller snowflake model to minimize compute cost.


NEW QUESTION # 114
A Snowflake user reports that their worksheet intermittently freezes or becomes unresponsive when executing complex SQL queries that involve large datasets. Which of the following actions could potentially improve the performance and responsiveness of the Snowflake worksheet?

Answer: B,C

Explanation:
Increasing the warehouse size (Option B) provides more compute resources, which can significantly improve the performance of complex queries. Splitting the query into smaller parts (Option D) can reduce the load on the worksheet and prevent it from freezing. Option A could potentially worsen the situation by adding more queries to overwhelm the worksheet. Option C will only help subsequent identical queries. Option E extends time to get results, not performance.


NEW QUESTION # 115
......

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