IN THE EVENT THAT YOU FAIL THE SNOWFLAKE ARA-C01 EXAM, YOU WILL RECEIVE A REFUND

In the event that you fail the Snowflake ARA-C01 exam, you will receive a refund

In the event that you fail the Snowflake ARA-C01 exam, you will receive a refund

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Tags: ARA-C01 Exam Cram Review, ARA-C01 Latest Test Discount, Test ARA-C01 Pass4sure, ARA-C01 Valid Test Braindumps, ARA-C01 Pass Guarantee

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Snowflake SnowPro Advanced Architect Certification Sample Questions (Q22-Q27):

NEW QUESTION # 22
Who can view account-level Credit and Storage Usage?

  • A. STORAGEADMIN
  • B. STORAGEMONITOR
  • C. A role which has been granted the MONITOR USAGE global privilege
  • D. ACCOUNTADMIN

Answer: C,D


NEW QUESTION # 23
Company A has recently acquired company B.
The Snowflake deployment for company B is located in the Azure West Europe region.
As part of the integration process, an Architect has been asked to consolidate company B's sales data into company A's Snowflake account which is located in the AWS us-east-1 region.
How can this requirement be met?

  • A. Export the sales data from company B's Snowflake account as CSV files, and transfer the files to company A's Snowflake account. Import the data using Snowflake's data loading capabilities.
  • B. Build a custom data pipeline using Azure Data Factory or a similar tool to extract the sales data from company B's Snowflake account. Transform the data, then load it into company A's Snowflake account.
  • C. Replicate the sales data from company B's Snowflake account into company A's Snowflake account using cross-region data replication within Snowflake. Configure a direct share from company B's account to company A's account.
  • D. Migrate company B's Snowflake deployment to the same region as company A's Snowflake deployment, ensuring data locality. Then perform a direct database-to-database merge of the sales data.

Answer: C

Explanation:
The best way to meet the requirement of consolidating company B's sales data into company A's Snowflake account is to use cross-region data replication within Snowflake. This feature allows data providers to securely share data with data consumers across different regions and cloud platforms. By replicating the sales data from company B's account in Azure West Europe region to company A's account in AWS us-east-1 region, the data will be synchronized and available for consumption. To enable data replication, the accounts must be linked and replication must be enabled by a user with the ORGADMIN role. Then, a replication group must be created and the sales database must be added to the group. Finally, a direct share must be configured from company B's account to company A's account to grant access to the replicated data. This option is more efficient and secure than exporting and importing data using CSV files or migrating the entire Snowflake deployment to another region or cloud platform. It also does not require building a custom data pipeline using external tools.
Reference:
Sharing data securely across regions and cloud platforms
Introduction to replication and failover
Replication considerations
Replicating account objects


NEW QUESTION # 24
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?

  • A. The warehouse MY_WH will only be active when there are results in the stream.
  • B. The warehouse MY_WH will never suspend.
  • C. The warehouse MY_WH will be made active every five minutes to check the stream.
  • D. The warehouse MY_WH will automatically resize to accommodate the size of the stream.

Answer: A

Explanation:
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]


NEW QUESTION # 25
What is a key consideration when setting up search optimization service for a table?

  • A. Search optimization service can significantly improve query performance on partitioned external tables.
  • B. The table must be clustered with a key having multiple columns for effective search optimization.
  • C. Search optimization service can help to optimize storage usage by compressing the data into a GZIP format.
  • D. Search optimization service works best with a column that has a minimum of 100 K distinct values.

Answer: D

Explanation:
A: The Search Optimization Service is designed to accelerate the performance of queries that use filters on large tables. One of the key considerations for its effectiveness is using it with tables where the columns used in the filter conditions have a high number of distinct values, typically in the hundreds of thousands or more.
This is because the service creates a map-reduce-like index on the column to speed up queries that use point lookups or range scans on that column. The more unique values there are, the more effective the index is at narrowing down the search space.References: Snowflake documentation and best practices on the Search Optimization Service, which would be covered under the SnowPro Advanced: Architect certification materials.


NEW QUESTION # 26
When unloading from a snowflake table to an internal or external stage, the COPY INTO command supports which of the below ones?

  • A. String truncation
  • B. Omission of columns
  • C. Reordering columns
  • D. Join
  • E. Casts

Answer: A,B,C,D,E


NEW QUESTION # 27
......

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