What Snowflake data modeling approaches will meet these requirements?

The Data Engineering team at a large manufacturing company needs to engineer data coming from many sources to support a wide variety of use cases and data consumer requirements which include: 1) Finance and Vendor Management team members who require reporting and visualization 2) Data Science team members who require...

January 22, 2024 No Comments READ MORE +

At which object type level can the APPLY MASKING POLICY, APPLY ROW ACCESS POLICY and APPLY SESSION POLICY privileges be granted?

At which object type level can the APPLY MASKING POLICY, APPLY ROW ACCESS POLICY and APPLY SESSION POLICY privileges be granted?A . GlobalB . DatabaseC . SchemaD . TableView AnswerAnswer: A Explanation: The object type level at which the APPLY MASKING POLICY, APPLY ROW ACCESS POLICY and APPLY SESSION POLICY...

January 22, 2024 No Comments READ MORE +

How do Snowflake databases that are created from shares differ from standard databases that are not created from shares? (Choose three.)

How do Snowflake databases that are created from shares differ from standard databases that are not created from shares? (Choose three.)A . Shared databases are read-only.B . Shared databases must be refreshed in order for new data to be visible.C . Shared databases cannot be cloned.D . Shared databases are...

January 22, 2024 No Comments READ MORE +

What integration object should be used to place restrictions on where data may be exported?

What integration object should be used to place restrictions on where data may be exported?A . Stage integrationB . Security integrationC . Storage integrationD . API integrationView AnswerAnswer: B Explanation: According to the SnowPro Advanced: Architect documents and learning resources, the integration object that should be used to place restrictions...

January 22, 2024 No Comments READ MORE +

How can an Architect enable optimal clustering to enhance performance for different access paths on a given table?

How can an Architect enable optimal clustering to enhance performance for different access paths on a given table?A . Create multiple clustering keys for a table.B . Create multiple materialized views with different cluster keys.C . Create super projections that will automatically create clustering.D . Create a clustering key that...

January 22, 2024 No Comments READ MORE +

What is the BEST way to find recent and ongoing login attempts to Snowflake?

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?A . Call the LOGIN_HISTORY Information Schema table function.B . Query the LOGIN_HISTORY view in the ACCOUNT_USAGE...

January 21, 2024 No Comments READ MORE +

Which Snowflake feature can the Architect use to accomplish this?

An Architect would like to save quarter-end financial results for the previous six years. Which Snowflake feature can the Architect use to accomplish this?A . Search optimization serviceB . Materialized viewC . Time TravelD . Zero-copy cloningE . Secure viewsView AnswerAnswer: D Explanation: Zero-copy cloning is a Snowflake feature that...

January 21, 2024 No Comments READ MORE +

A user can change object parameters using which of the following roles?

A user can change object parameters using which of the following roles?A . ACCOUNTADMIN, SECURITYADMINB . SYSADMIN, SECURITYADMINC . ACCOUNTADMIN, USER with PRIVILEGED . SECURITYADMIN, USER with PRIVILEGEView AnswerAnswer: C Explanation: According to the Snowflake documentation, object parameters are parameters that can be set on individual objects such as databases,...

January 20, 2024 No Comments READ MORE +

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

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...

January 18, 2024 No Comments READ MORE +

Based on Snowflake recommendations, how should the clustering key columns be ordered while defining the multi-column clustering key?

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...

January 18, 2024 No Comments READ MORE +