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ARA-C01 Exam Materials, ARA-C01 Free Sample Questions

They make an effort to find reliable and current Snowflake ARA-C01 practice questions for the difficult Snowflake ARA-C01 exam. More challenging than just passing the Snowflake ARA-C01 Certification are the intense anxiety and heavy workload that the candidate must endure to be eligible for the Snowflake ARA-C01 certification.

Snowflake SnowPro Advanced Architect Certification Sample Questions (Q135-Q140):

NEW QUESTION # 135
An Architect has configured the search optimization service on a table, but metrics show that performance of a number of regularly executed queries is not improving. What could be causing this? (Select TWO).

Answer: A,E

Explanation:
Comprehensive and Detailed 150 to 250 words of Explanation From Snowflake SnowPro Architect exam scope and all publicly documented material:
Search Optimization Service improves performance by maintaining additional search structures to accelerate selective predicates for supported query patterns. Two common reasons it may not help are (1) exceeding the predicate limit and (2) predicate mismatch. If queries include more predicates than SOS can leverage effectively (or beyond documented limits for the access path), Snowflake may not apply the optimization and will revert to normal micro-partition pruning and scanning behavior (Choice B). Predicate mismatch occurs when the query's filter conditions do not align with the SOS access path definition-examples include using different columns than those optimized, applying functions/casts that prevent using the access path, or using non-supported predicate forms-so SOS cannot accelerate those queries (Choice C). Semi-structured data alone does not inherently prevent SOS benefits; SOS can be used with certain patterns, including on some expressions, but it still must match the configured access path. Likewise, the presence of SEARCH functions is not the core issue; SOS is about access paths and supported predicates, not requiring SEARCH() usage.
Architecturally, this is why SOS should be selectively enabled for columns and predicate shapes that dominate high-cost workloads, and monitored/adjusted as query patterns evolve.


NEW QUESTION # 136
An Architect runs the following SQL query:

How can this query be interpreted?

Answer: A

Explanation:
* A stage is a named location in Snowflake that can store files for data loading and unloading. A stage can be internal or external, depending on where the files are stored.
* The query in the question uses the LIST function to list the files in a stage named FILEROWS. The function returns a table with various columns, including FILE_ROW_NUMBER, which is the line number of the file in the stage.
* Therefore, the query can be interpreted as listing the files in a stage named FILEROWS and showing the line number of each file in the stage.
Stages
LIST Function


NEW QUESTION # 137
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?

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. Reference:
[CREATE TASK | Snowflake Documentation]
[Using Streams and Tasks | Snowflake Documentation]
[CREATE WAREHOUSE | Snowflake Documentation]


NEW QUESTION # 138
How do Snowflake databases that are created from shares differ from standard databases that are not created from shares? (Choose three.)

Answer: A,B,E

Explanation:
According to the SnowPro Advanced: Architect documents and learning resources, the ways that Snowflake databases that are created from shares differ from standard databases that are not created from shares are:
* Shared databases are read-only. This means that the data consumers who access the shared databases cannot modify or delete the data or the objects in the databases. The data providers who share the databases have full control over the data and the objects, and can grant or revoke privileges on them1.
* Shared databases cannot be cloned. This means that the data consumers who access the shared databases cannot create a copy of the databases or the objects in the databases. The data providers who share the databases can clone the databases or the objects, but the clones are not automatically shared2.
* Shared databases are not supported by Time Travel. This means that the data consumers who access the shared databases cannot use the AS OF clause to query historical data or restore deleted data. The data providers who share the databases can use Time Travel on the databases or the objects, but the historical
* data is not visible to the data consumers3.
The other options are incorrect because they are not ways that Snowflake databases that are created from shares differ from standard databases that are not created from shares. Option B is incorrect because shared databases do not need to be refreshed in order for new data to be visible. The data consumers who access the shared databases can see the latest data as soon as the data providers update the data1. Option E is incorrect because shared databases will not have the PUBLIC or INFORMATION_SCHEMA schemas without explicitly granting these schemas to the share. The data consumers who access the shared databases can only see the objects that the data providers grant to the share, and the PUBLIC and INFORMATION_SCHEMA schemas are not granted by default4. Option F is incorrect because shared databases cannot be created as transient databases. Transient databases are databases that do not support Time Travel or Fail-safe, and can be dropped without affecting the retention period of the data. Shared databases are always created as permanent databases, regardless of the type of the source database5. References: Introduction to Secure Data Sharing | Snowflake Documentation, Cloning Objects | Snowflake Documentation, Time Travel | Snowflake Documentation, Working with Shares | Snowflake Documentation, CREATE DATABASE | Snowflake Documentation


NEW QUESTION # 139
A company is designing high availability and disaster recovery plans and needs to maximize redundancy and minimize recovery time objectives for their critical application processes. Cost is not a concern as long as the solution is the best available. The plan so far consists of the following steps:
1. Deployment of Snowflake accounts on two different cloud providers.
2. Selection of cloud provider regions that are geographically far apart.
3. The Snowflake deployment will replicate the databases and account data between both cloud provider accounts.
4. Implementation of Snowflake client redirect.
What is the MOST cost-effective way to provide the HIGHEST uptime and LEAST application disruption if there is a service event?

Answer: C

Explanation:
To provide the highest uptime and least application disruption in case of a service event, the best option is to use the Business Critical Snowflake edition and connect the applications using the <organization_name>-<accountLocator> URL. The Business Critical Snowflake edition offers the highest level of security, performance, and availability for Snowflake accounts. It includes features such as customer-managed encryption keys, HIPAA compliance, and 4-hour RPO and RTO SLAs. It also supports account replication and failover across regions and cloud platforms, which enables business continuity and disaster recovery. By using the <organization_name>-<accountLocator> URL, the applications can leverage the Snowflake Client Redirect feature, which automatically redirects the client connections to the secondary account in case of a failover. This way, the applications can seamlessly switch to the backup account without any manual intervention or configuration changes. The other options are less cost-effective or less reliable because they either use a lower edition of Snowflake, which does not support account replication and failover, or they use the <organization_name>-<connection_name> URL, which does not support client redirect and requires manual updates to the connection string in case of a failover. Reference:
[Snowflake Editions] 1
[Replication and Failover/Failback] 2
[Client Redirect] 3
[Snowflake Account Identifiers] 4


NEW QUESTION # 140
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