Latest ARA-C01 Dumps (2024 Updated) – Choose ARA-C01 Exam Dumps (V12.02) to Make Preparation

1. What built-in Snowflake features make use of the change tracking metadata for a table? (Choose two.)

2. When using the Snowflake Connector for Kafka, what data formats are supported for the messages? (Choose two.)

3. At which object type level can the APPLY MASKING POLICY, APPLY ROW ACCESS POLICY and APPLY SESSION POLICY privileges be granted?

4. An Architect uses COPY INTO with the ON_ERROR=SKIP_FILE option to bulk load CSV files into a table called TABLEA, using its table stage. One file named file5.csv fails to load. The Architect fixes the file and re-loads it to the stage with the exact same file name it had previously.

Which commands should the Architect use to load only file5.csv file from the stage? (Choose two.)

5. A large manufacturing company runs a dozen individual Snowflake accounts across its business divisions. The company wants to increase the level of data sharing to support supply chain optimizations and increase its purchasing leverage with multiple vendors.

The company’s Snowflake Architects need to design a solution that would allow the business divisions to decide what to share, while minimizing the level of effort spent on configuration and management. Most of the company divisions use Snowflake accounts in the same cloud deployments with a few exceptions for European-based divisions.

According to Snowflake recommended best practice, how should these requirements be met?

6. A user has the appropriate privilege to see unmasked data in a column.

If the user loads this column data into another column that does not have a masking policy, what will occur?

7. How can an Architect enable optimal clustering to enhance performance for different access paths on a given table?

8. Company A would like to share data in Snowflake with Company B. Company B is not on the same cloud platform as Company A.

What is required to allow data sharing between these two companies?

9. What are some of the characteristics of result set caches? (Choose three.)

10. Which organization-related tasks can be performed by the ORGADMIN role? (Choose three.)

11. A Data Engineer is designing a near real-time ingestion pipeline for a retail company to ingest event logs into Snowflake to derive insights. A Snowflake Architect is asked to define security best practices to configure access control privileges for the data load for auto-ingest to Snowpipe.

What are the MINIMUM object privileges required for the Snowpipe user to execute Snowpipe?

12. The IT Security team has identified that there is an ongoing credential stuffing attack on many of their organization’s system.

What is the BEST way to find recent and ongoing login attempts to Snowflake?

13. An Architect has a VPN_ACCESS_LOGS table in the SECURITY_LOGS schema containing timestamps of the connection and disconnection, username of the user, and summary statistics.

What should the Architect do to enable the Snowflake search optimization service on this table?

14. A table contains five columns and it has millions of records.

The cardinality distribution of the columns is shown below:

Column C4 and C5 are mostly used by SELECT queries in the GROUP BY and ORDER BY clauses.

Whereas columns C1, C2 and C3 are heavily used in filter and join conditions of SELECT queries.

The Architect must design a clustering key for this table to improve the query performance.

Based on Snowflake recommendations, how should the clustering key columns be ordered while defining the multi-column clustering key?

15. Which security, governance, and data protection features require, at a MINIMUM, the Business Critical edition of Snowflake? (Choose two.)

16. A company wants to deploy its Snowflake accounts inside its corporate network with no visibility on the internet. The company is using a VPN infrastructure and Virtual Desktop Infrastructure (VDI) for its Snowflake users. The company also wants to re-use the login credentials set up for the VDI to eliminate redundancy when managing logins.

What Snowflake functionality should be used to meet these requirements? (Choose two.)

17. How do Snowflake databases that are created from shares differ from standard databases that are not created from shares? (Choose three.)

18. What integration object should be used to place restrictions on where data may be exported?

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

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

20. What is a characteristic of loading data into Snowflake using the Snowflake Connector for Kafka?