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Snowflake ARA-R01 Dumps

Exam Code:
ARA-R01
Exam Name:
SnowPro Advanced: Architect Recertification Exam
Last Update: Apr 11, 2024
134 Questions with Explanation
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SnowPro Advanced: Architect Recertification Exam Questions and Answers

Questions 1

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?

Options:

A.

Migrate the European accounts in the global region and manage shares in a connected graph architecture. Deploy a Data Exchange.

B.

Deploy a Private Data Exchange in combination with data shares for the European accounts.

C.

Deploy to the Snowflake Marketplace making sure that invoker_share() is used in all secure views.

D.

Deploy a Private Data Exchange and use replication to allow European data shares in the Exchange.

Questions 2

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).

Options:

A.

Configure the client application to call the Snowpipe REST endpoint when new files have arrived in Amazon S3 storage.

B.

Configure the client application to call the Snowpipe REST endpoint when new files have arrived in Amazon S3 Glacier storage.

C.

Create an AWS Lambda function to call the Snowpipe REST endpoint when new files have arrived in Amazon S3 storage.

D.

Configure AWS Simple Notification Service (SNS) to notify Snowpipe when new files have arrived in Amazon S3 storage.

E.

Configure the client application to issue a COPY INTO

command to Snowflake when new files have arrived in Amazon S3 Glacier storage.

command to Snowflake when new files have arrived in Amazon S3 Glacier storage. This option is not relevant because it does not use Snowpipe, but rather the standard COPY command, which is a batch loading method. Moreover, the COPY command also does not support ingesting files from Amazon S3 Glacier storage7 References:
  • 1: SnowPro Advanced: Architect | Study Guide 8
  • 2: Snowflake Documentation | Snowpipe Overview 9
  • 3: Snowflake Documentation | Using the Snowpipe REST API 10
  • 4: Snowflake Documentation | Loading Data Using Snowpipe and AWS Lambda 11
  • 5: Snowflake Documentation | Supported File Formats and Compression for Staged Data Files 12
  • 6: Snowflake Documentation | Using Cloud Notifications to Trigger Snowpipe 13
  • 7: Snowflake Documentation | Loading Data Using COPY into a Table
  • : SnowPro Advanced: Architect | Study Guide
  • : Snowpipe Overview
  • : Using the Snowpipe REST API
  • : Loading Data Using Snowpipe and AWS Lambda
  • : Supported File Formats and Compression for Staged Data Files
  • : Using Cloud Notifications to Trigger Snowpipe
  • : Loading Data Using COPY into a Table
  • Questions 3

    Which of the following are characteristics of how row access policies can be applied to external tables? (Choose three.)

    Options:

    A.

    An external table can be created with a row access policy, and the policy can be applied to the VALUE column.

    B.

    A row access policy can be applied to the VALUE column of an existing external table.

    C.

    A row access policy cannot be directly added to a virtual column of an external table.

    D.

    External tables are supported as mapping tables in a row access policy.

    E.

    While cloning a database, both the row access policy and the external table will be cloned.

    F.

    A row access policy cannot be applied to a view created on top of an external table.