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ARA-R01 Exam Dumps : SnowPro Advanced: Architect Recertification Exam

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SnowPro Advanced: Architect Recertification Exam Questions and Answers

Question 1

A company is using a Snowflake account in Azure. The account has SAML SSO set up using ADFS as a SCIM identity provider. To validate Private Link connectivity, an Architect performed the following steps:

* Confirmed Private Link URLs are working by logging in with a username/password account

* Verified DNS resolution by running nslookups against Private Link URLs

* Validated connectivity using SnowCD

* Disabled public access using a network policy set to use the company’s IP address range

However, the following error message is received when using SSO to log into the company account:

IP XX.XXX.XX.XX is not allowed to access snowflake. Contact your local security administrator.

What steps should the Architect take to resolve this error and ensure that the account is accessed using only Private Link? (Choose two.)

Options:

A.

Alter the Azure security integration to use the Private Link URLs.

B.

Add the IP address in the error message to the allowed list in the network policy.

C.

Generate a new SCIM access token using system$generate_scim_access_token and save it to Azure AD.

D.

Update the configuration of the Azure AD SSO to use the Private Link URLs.

E.

Open a case with Snowflake Support to authorize the Private Link URLs’ access to the account.

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Question 2

A Developer is having a performance issue with a Snowflake query. The query receives up to 10 different values for one parameter and then performs an aggregation over the majority of a fact table. It then

joins against a smaller dimension table. This parameter value is selected by the different query users when they execute it during business hours. Both the fact and dimension tables are loaded with new data in an overnight import process.

On a Small or Medium-sized virtual warehouse, the query performs slowly. Performance is acceptable on a size Large or bigger warehouse. However, there is no budget to increase costs. The Developer

needs a recommendation that does not increase compute costs to run this query.

What should the Architect recommend?

Options:

A.

Create a task that will run the 10 different variations of the query corresponding to the 10 different parameters before the users come in to work. The query results will then be cached and ready to respond quickly when the users re-issue the query.

B.

Create a task that will run the 10 different variations of the query corresponding to the 10 different parameters before the users come in to work. The task will be scheduled to align with the users' working hours in order to allow the warehouse cache to be used.

C.

Enable the search optimization service on the table. When the users execute the query, the search optimization service will automatically adjust the query execution plan based on the frequently-used parameters.

D.

Create a dedicated size Large warehouse for this particular set of queries. Create a new role that has USAGE permission on this warehouse and has the appropriate read permissions over the fact and dimension tables. Have users switch to this role and use this warehouse when they want to access this data.

Question 3

Which technique will efficiently ingest and consume semi-structured data for Snowflake data lake workloads?

Options:

A.

IDEF1X

B.

Schema-on-write

C.

Schema-on-read

D.

Information schema