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Which Snowflake data modeling approach is designed for BI queries?
Which Snowflake data modeling approach is designed for BI queries?A . 3NFB . Star schemaC . Data VaultD . Snowflake schemaView AnswerAnswer: B Explanation: A star schema is a Snowflake data modeling approach that is designed for BI queries. A star schema is a type of dimensional modeling that organizes...
3) Sales team members who require engineered and protected data for data monetization 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...
What should the Architect do to enable the Snowflake search optimization service on this table?
An Architect has a VPN_ACCESS_LOGS table in the SECURITY_LOGS schema containing timestamps of the connection and disconnection, username of the user, and summary statistics. What should the Architect do to enable the Snowflake search optimization service on this table?A . Assume role with OWNERSHIP on future tables and ADD SEARCH...
What configuration can the company’s Architect implement to enhance the performance of this workload?
A company’s daily Snowflake workload consists of a huge number of concurrent queries triggered between 9pm and 11pm. At the individual level, these queries are smaller statements that get completed within a short time period. What configuration can the company’s Architect implement to enhance the performance of this workload? (Choose...
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...
What built-in Snowflake features make use of the change tracking metadata for a table? (Choose two.)
What built-in Snowflake features make use of the change tracking metadata for a table? (Choose two.)A . The MERGE commandB . The UPSERT commandC . The CHANGES clauseD . A STREAM objectE . The CHANGE_DATA_CAPTURE commandView AnswerAnswer: C, D Explanation: The built-in Snowflake features that make use of the change...
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...
What are the MINIMUM object privileges required for the Snowpipe user to execute Snowpipe?
A Data Engineer is designing a near real-time ingestion pipeline for a retail company to ingest event logs into Snowflake to derive insights. A Snowflake Architect is asked to define security best practices to configure access control privileges for the data load for auto-ingest to Snowpipe. What are the MINIMUM...
Which statements describe characteristics of the use of materialized views in Snowflake? (Choose two.)
Which statements describe characteristics of the use of materialized views in Snowflake? (Choose two.)A . They can include ORDER BY clauses.B . They cannot include nested subqueries.C . They can include context functions, such as CURRENT_TIME().D . They can support MIN and MAX aggregates.E . They can support inner joins,...
What command will accomplish this?
A company has a table with that has corrupted data, named Data. The company wants to recover the data as it was 5 minutes ago using cloning and Time Travel. What command will accomplish this?A . CREATE CLONE TABLE Recover_Data FROM Data AT(OFFSET => -60*5);B . CREATE CLONE Recover_Data FROM...
