EXAMS4COLLECTION ARA-C01 DESKTOP PRACTICE EXAMS

Exams4Collection ARA-C01 Desktop Practice Exams

Exams4Collection ARA-C01 Desktop Practice Exams

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The SnowPro Advanced Architect Certification is an essential certification for architects, data engineers, and data scientists who work with Snowflake Data Cloud. SnowPro Advanced Architect Certification certification validates the candidate's expertise in designing, implementing, and managing complex Snowflake environments that meet the business requirements of modern data-driven organizations. It is a globally recognized certification that provides a competitive edge to candidates in the job market and opens up new opportunities for career growth.

Snowflake ARA-C01 (SnowPro Advanced Architect Certification) Exam is a professional certification exam offered by Snowflake for individuals who wish to demonstrate advanced knowledge and skills in designing and implementing Snowflake solutions. ARA-C01 exam is the highest-level certification offered by Snowflake and is designed for architects, engineers, and consultants who work with Snowflake on a daily basis.

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Snowflake SnowPro Advanced Architect Certification Sample Questions (Q72-Q77):

NEW QUESTION # 72
Which of the two are limitations of the insertReport API of SnowPipe?

  • A. Events are retained for a maximum of 24 hours
  • B. Events are retained for a maximum of 10 minutes
  • C. The 10,000 most recent events are retained

Answer: B,C


NEW QUESTION # 73
The diagram shows the process flow for Snowpipe auto-ingest with Amazon Simple Notification Service (SNS) with the following steps:
Step 1: Data files are loaded in a stage.
Step 2: An Amazon S3 event notification, published by SNS, informs Snowpipe - by way of Amazon Simple Queue Service (SQS) - that files are ready to load. Snowpipe copies the files into a queue.
Step 3: A Snowflake-provided virtual warehouse loads data from the queued files into the target table based on parameters defined in the specified pipe.

If an AWS Administrator accidentally deletes the SQS subscription to the SNS topic in Step 2, what will happen to the pipe that references the topic to receive event messages from Amazon S3?

  • A. The pipe will continue to receive the messages as Snowflake will automatically restore the subscription by creating a new SNS topic. Snowflake will then recreate the pipe by specifying the new SNS topic name in the pipe definition.
  • B. The pipe will no longer be able to receive the messages. To restore the system immediately, the user needs to manually create a new SNS topic with a different name and then recreate the pipe by specifying the new SNS topic name in the pipe definition.
  • C. The pipe will continue to receive the messages as Snowflake will automatically restore the subscription to the same SNS topic and will recreate the pipe by specifying the same SNS topic name in the pipe definition.
  • D. The pipe will no longer be able to receive the messages and the user must wait for 24 hours from the time when the SNS topic subscription was deleted. Pipe recreation is not required as the pipe will reuse the same subscription to the existing SNS topic after 24 hours.

Answer: B

Explanation:
If an AWS Administrator accidentally deletes the SQS subscription to the SNS topic in Step 2, the pipe that references the topic to receive event messages from Amazon S3 will no longer be able to receive the messages.
This is because the SQS subscription is the link between the SNS topic and the Snowpipe notification channel.
Without the subscription, the SNS topic will not be able to send notifications to the Snowpipe queue, and the pipe will not be triggered to load the new files. To restore the system immediately, the user needs to manually create a new SNS topic with a different name and then recreate the pipe by specifying the new SNS topic name in the pipe definition. This will create a new notification channel and a new SQS subscription for the pipe. Alternatively, the user can also recreate the SQS subscription to the existing SNS topic and then alter the pipe to use the same SNS topic name in the pipe definition. This will also restore the notification channel and the pipe functionality. References:
* Automating Snowpipe for Amazon S3
* Enabling Snowpipe Error Notifications for Amazon SNS
* HowTo: Configuration steps for Snowpipe Auto-Ingest with AWS S3 Stages


NEW QUESTION # 74
An Architect is integrating an application that needs to read and write data to Snowflake without installing any additional software on the application server.
How can this requirement be met?

  • A. Use the Snowflake ODBC driver.
  • B. Use the Snowpipe REST API.
  • C. Use SnowSQL.
  • D. Use the Snowflake SQL REST API.

Answer: D


NEW QUESTION # 75
You need to choose a high cardinality column for the clustering key

  • A. TRUE
  • B. FALSE

Answer: B


NEW QUESTION # 76
An Architect is designing a file ingestion recovery solution. The project will use an internal named stage for file storage. Currently, in the case of an ingestion failure, the Operations team must manually download the failed file and check for errors.
Which downloading method should the Architect recommend that requires the LEAST amount of operational overhead?

  • A. Use the Snowflake API endpoint and download the file.
  • B. Use the get command in Snowsight to retrieve the file.
  • C. Use the get command in SnowSQL to retrieve the file.
  • D. Use the Snowflake Connector for Python, connect to remote storage and download the file.

Answer: C

Explanation:
The get command in SnowSQL is a convenient way to download files from an internal stage to a local directory. The get command can be used in interactive mode or in a script, and it supports wildcards and parallel downloads. The get command also allows specifying the overwrite option, which determines how to handle existing files with the same name2 The Snowflake Connector for Python, the Snowflake API endpoint, and the get command in Snowsight are not recommended methods for downloading files from an internal stage, because they require more operational overhead than the get command in SnowSQL. The Snowflake Connector for Python and the Snowflake API endpoint require writing and maintaining code to handle the connection, authentication, and file transfer. The get command in Snowsight requires using the web interface and manually selecting the files to download34 Reference:
1: SnowPro Advanced: Architect | Study Guide
2: Snowflake Documentation | Using the GET Command
3: Snowflake Documentation | Using the Snowflake Connector for Python
4: Snowflake Documentation | Using the Snowflake API
5: Snowflake Documentation | Using the GET Command in Snowsight
6: SnowPro Advanced: Architect | Study Guide
7: Using the GET Command
8: Using the Snowflake Connector for Python
9: Using the Snowflake API
10: [Using the GET Command in Snowsight]


NEW QUESTION # 77
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