Check the Available ARA-C01 Exam Dumps with 135 QA’s UPDATED 2024 [Q15-Q35]

Check the Available ARA-C01 Exam Dumps with 135 QA’s UPDATED 2024

Download ARA-C01 Exam Dumps Questions to get 100% Success in Snowflake 

Snowflake ARA-C01 (SnowPro Advanced Architect Certification) Certification Exam is a professional accreditation designed for experienced data architects and engineers who specialize in building data solutions on the Snowflake platform. SnowPro Advanced Architect Certification certification validates an individual’s expertise in designing and implementing complex data architectures that can handle the demands of modern businesses. ARA-C01 exam covers a broad range of topics, including data modeling, data integration, security, scalability, and performance optimization.

To take the Snowflake ARA-C01 Certification Exam, candidates must have already achieved the SnowPro Core Certification, which validates their foundational knowledge of Snowflake. The ARA-C01 exam is designed to test the candidate’s ability to apply their knowledge to real-world scenarios and solve complex problems related to Snowflake architecture and implementation. ARA-C01 exam consists of multiple-choice questions, scenario-based questions, and hands-on exercises that test the candidate’s practical skills.

 

NO.15 When does a multi-cluster warehouse shuts down with default scaling policy

 
 
 

NO.16 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?

 
 
 
 

NO.17 Database DB1 has schema S1 which has one table, T1.
DB1 –> S1 –> T1
The retention period of EG1 is set to 10 days.
The retention period of s: is set to 20 days.
The retention period of t: Is set to 30 days.
The user runs the following command:
Drop Database DB1;
What will the Time Travel retention period be for T1?

 
 
 
 

NO.18 Which command do you run to remove files from stage?

 
 
 
 

NO.19 An Architect needs to meet a company requirement to ingest files from the company’s AWS storage accounts into the company’s Snowflake Google Cloud Platform (GCP) account. How can the ingestion of these files into the company’s Snowflake account be initiated? (Select TWO).

 
 
 
 
 

NO.20 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?

 
 
 
 

NO.21 When using the copy into <table> command with the CSV file format, how does the match_by_column_name parameter behave?

 
 
 
 

NO.22 What is a characteristic of loading data into Snowflake using the Snowflake Connector for Kafka?

 
 
 
 

NO.23 Which of the below objects cannot be replicated?

 
 
 
 
 
 

NO.24 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?

 
 
 
 

NO.25 How do you validate the data that is unloaded using COPY INTO command

 
 
 

NO.26 You ran a query and the query
SELECT * FROM inventory WHERE BIBNUMBER = 2805127;
The query profile looks as below. If you would like to further tune the query, what is the best thing to do?

 
 
 
 

NO.27 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?

 
 
 
 

NO.28 This privilege applies to only shared databases. It grants ability to enable roles other than the owning role to access a shared database.
Which is that role?

 
 
 

NO.29 What will the below query return
SELECT TOP 10 GRADES FROM STUDENT;

 
 
 

NO.30 An Architect is designing a pipeline to stream event data into Snowflake using the Snowflake Kafka connector. The Architect’s highest priority is to configure the connector to stream data in the MOST cost-effective manner.
Which of the following is recommended for optimizing the cost associated with the Snowflake Kafka connector?

 
 
 
 

NO.31 You have a very large table which is already clustered on columns that are used to retrieve data from the table by a business group. The base table data does not change much. Another business group came to you and requested for a relatively small subset of data from the table which they will query using complex aggregation logic. You know that querying with those columns will take a lot of time because the table is not clustered on those columns.
What is the most optimal solution that you will suggest to the business team?

 
 
 

NO.32 What are purposes for creating a storage integration? (Choose three.)

 
 
 
 
 
 

NO.33 What conditions should be true for a table to consider search optimization

 
 
 

NO.34 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?

 
 
 
 

NO.35 A media company needs a data pipeline that will ingest customer review data into a Snowflake table, and apply some transformations. The company also needs to use Amazon Comprehend to do sentiment analysis and make the de-identified final data set available publicly for advertising companies who use different cloud providers in different regions.
The data pipeline needs to run continuously ang efficiently as new records arrive in the object storage leveraging event notifications. Also, the operational complexity, maintenance of the infrastructure, including platform upgrades and security, and the development effort should be minimal.
Which design will meet these requirements?

 
 
 
 

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