ARA-C01 PDF Download & Prep ARA-C01 Guide

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The SnowPro Advanced Architect Certification exam is an essential certification for professionals who specialize in designing and implementing complex Snowflake solutions. SnowPro Advanced Architect Certification certification provides a competitive edge to professionals by showcasing their skills and knowledge in the field of data management, warehousing, and analytics. Successful candidates will demonstrate their ability to design and implement Snowflake solutions that meet the complex data management needs of organizations.

To prepare for the Snowflake ARA-C01 Certification Exam, candidates must have a deep understanding of Snowflake architecture and data warehousing principles. They should also have experience with Snowflake administration, performance optimization, and security. There are several resources available to help candidates prepare for the exam, including Snowflake documentation, training courses, and practice exams.

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Snowflake SnowPro Advanced Architect Certification Sample Questions (Q132-Q137):

NEW QUESTION # 132
Out of the three query optimization techniques(search optimization, clustering and materialized view) which one does not have storage cost

A. Clustering the Table
B. Materialized View
C. Search Optimization Service

Answer: A

NEW QUESTION # 133
You will be using a multi cluster warehouse. You will statically control the available resources (i.e. servers) and you have large numbers of concurrent user sessions and/or queries and the numbers do not fluctuate significantly.
Which mode will you use for the warehouse?

A. Maximized
B. Minimized
C. Auto-Scale

Answer: A

NEW QUESTION # 134
What will the below query return
SELECT TOP 10 GRADES FROM STUDENT;

A. The 10 lowest grades
B. The top 10 highest grades
C. Non-deterministic list of 10 grades

Answer: C

NEW QUESTION # 135
A company has a table with that has corrupted data, named Data. The company wants to recover the data as it was 5 minutes ago using cloning and Time Travel.
What command will accomplish this?

A. CREATE CLONE TABLE Recover_Data FROM Data AT(OFFSET => -60*5);
B. CREATE CLONE Recover_Data FROM Data AT(OFFSET => -60*5);
C. CREATE TABLE Recover_Data CLONE Data AT(OFFSET => -60*5);
D. CREATE TABLE Recover Data CLONE Data AT(TIME => -60*5);

Answer: C

Explanation:
This is the correct command to create a clone of the table Data as it was 5 minutes ago using cloning and Time Travel. Cloning is a feature that allows creating a copy of a database, schema, table, or view without duplicating the data or metadata. Time Travel is a feature that enables accessing historical data (i.e. data that has been changed or deleted) at any point within a defined period. To create a clone of a table at a point in time in the past, the syntax is:
CREATE TABLE <clone_name> CLONE <source_table> AT (OFFSET => <offset_in_seconds>); The OFFSET parameter specifies the time difference in seconds from the present time. A negative value indicates a point in the past. For example, -60*5 means 5 minutes ago. Alternatively, the TIMESTAMP parameter can be used to specify an exact timestamp in the past. The clone will contain the data as it existed in the source table at the specified point in time12.
Reference:
Snowflake Documentation: Cloning Objects
Snowflake Documentation: Cloning Objects at a Point in Time in the Past

NEW QUESTION # 136
You are a snowflake architect in an organization. The business team came to to deploy an use case which requires you to load some data which they can visualize through tableau. Everyday new data comes in and the old data is no longer required.
What type of table you will use in this case to optimize cost

A. PERMANENT
B. TRANSIENT
C. TEMPORARY

Answer: B

Explanation:
* A transient table is a type of table in Snowflake that does not have a Fail-safe period and can have a Time Travel retention period of either 0 or 1 day. Transient tables are suitable for temporary or intermediate data that can be easily reproduced or replicated1.
* A temporary table is a type of table in Snowflake that is automatically dropped when the session ends or the current user logs out. Temporary tables do not incur any storage costs, but they are not visible to other users or sessions2.
* A permanent table is a type of table in Snowflake that has a Fail-safe period and a Time Travel retention period of up to 90 days. Permanent tables are suitable for persistent and durable data that needs to be protected from accidental or malicious deletion3.
* In this case, the use case requires loading some data that can be visualized through Tableau. The data is updated every day and the old data is no longer required. Therefore, the best type of table to use in this
* case to optimize cost is a transient table, because it does not incur any Fail-safe costs and it can have a short Time Travel retention period of 0 or 1 day. This way, the data can be loaded and queried by Tableau, and then deleted or overwritten without incurring any unnecessary storage costs.
References: : Transient Tables : Temporary Tables : Understanding & Using Time Travel

NEW QUESTION # 137
......

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