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  1. Home
  2. Snowflake Certification
  3. ARA-C01 Exam
  4. Snowflake.ARA-C01.v2026-04-11.q236 Dumps
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Question 106

A company has several sites in different regions from which the company wants to ingest data.
Which of the following will enable this type of data ingestion?

Correct Answer: A
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Question 107

Which requirements indicate that a multi-account Snowflake strategy should be used? (Select TWO).

Correct Answer: A,B
A multi-account Snowflake strategy is appropriate when environments have fundamentally different requirements. Using different Snowflake editions (for example, Business Critical for production and Enterprise for non-production) requires separate accounts because edition is an account-level property (Answer A).
Zero-copy cloning is frequently used for fast environment refresh and object promotion, but cloning only works within a single account. To promote data between environments cleanly, many organizations use separate accounts combined with replication or sharing strategies, making multi-account design relevant when environment isolation and promotion workflows are required (Answer B).
Single-region usage, minimizing database name changes, and RBAC governance can all be handled within a single account. This question reinforces SnowPro Architect principles around environment isolation, governance, and account-level design decisions.
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Question 108

Which SQL ALTER command will MAXIMIZE memory and compute resources for a Snowpark stored procedure when executed on the snowpark_opt_wh warehouse?

Correct Answer: A
Snowpark workloads are often memory- and compute-intensive, especially when executing complex transformations, large joins, or machine learning logic inside stored procedures. In Snowflake, the MAX_CONCURRENCY_LEVEL warehouse parameter controls how many concurrent queries can run on a single cluster of a virtual warehouse. Lowering concurrency increases the amount of compute and memory available to each individual query.
Setting MAX_CONCURRENCY_LEVEL = 1 ensures that only one query can execute at a time on the warehouse cluster, allowing that query to consume the maximum possible share of CPU, memory, and I/O resources. This is the recommended configuration when the goal is to optimize performance for a single Snowpark job rather than maximizing throughput for many users. Higher concurrency levels would divide resources across multiple queries, reducing per-query performance and potentially causing spilling to remote storage.
For SnowPro Architect candidates, this question reinforces an important cost and performance tradeoff:
concurrency tuning is a powerful lever. When running batch-oriented or compute-heavy Snowpark workloads, architects should favor lower concurrency to maximize per-query resources, even if that means fewer concurrent workloads.
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Question 109

The following DDL command was used to create a task based on a stream:

Assuming MY_WH is set to auto_suspend - 60 and used exclusively for this task, which statement is true?

Correct Answer: B
The warehouse MY_WH will only be active when there are results in the stream. This is because the task is created based on a stream, which means that the task will only be executed when there are new data in the stream. Additionally, the warehouse is set to auto_suspend - 60, which means that the warehouse will automatically suspend after 60 seconds of inactivity. Therefore, the warehouse will only be active when there are results in the stream. References:
[CREATE TASK | Snowflake Documentation]
[Using Streams and Tasks | Snowflake Documentation]
[CREATE WAREHOUSE | Snowflake Documentation]
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Question 110

What considerations need to be taken when using database cloning as a tool for data lifecycle management in a development environment? (Select TWO).

Correct Answer: B,C
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