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What Snowflake features should be leveraged when modeling using Data Vault?
What Snowflake features should be leveraged when modeling using Data Vault?A . Snowflake’s support of multi-table inserts into the data model’s Data Vault tablesB . Data needs to be pre-partitioned to obtain a superior data access performanceC . Scaling up the virtual warehouses will support parallel processing of new source...
How can the ORDER_ADMIN role be enabled to perform this data cleanup, without needing the DELETE privilege held by the ORDER_MANAGER role?
An Architect needs to grant a group of ORDER_ADMIN users the ability to clean old data in an ORDERS table (deleting all records older than 5 years), without granting any privileges on the table. The group’s manager (ORDER_MANAGER) has full DELETE privileges on the table. How can the ORDER_ADMIN role...
Which commands should the Architect use to load only file5.csv file from the stage?
An Architect uses COPY INTO with the ON_ERROR=SKIP_FILE option to bulk load CSV files into a table called TABLEA, using its table stage. One file named file5.csv fails to load. The Architect fixes the file and re-loads it to the stage with the exact same file name it had previously....
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...
What is the best practice recommendation for the order of priority when applications authenticate to Snowflake?
A company’s client application supports multiple authentication methods, and is using Okta. What is the best practice recommendation for the order of priority when applications authenticate to Snowflake?A . 1) OAuth (either Snowflake OAuth or External OAuth) 2) External browser 3) Okta native authentication 4) Key Pair Authentication, mostly used...
What is required to allow data sharing between these two companies?
Company A would like to share data in Snowflake with Company B. Company B is not on the same cloud platform as Company A. What is required to allow data sharing between these two companies? A. Create a pipeline to write shared data to a cloud storage location in the...
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: C Explanation: In Snowflake, a storage integration is used to define and configure external cloud storage that Snowflake will interact with. This...
What are some of the characteristics of result set caches? (Choose three.)
What are some of the characteristics of result set caches? (Choose three.)A . Time Travel queries can be executed against the result set cache.B . Snowflake persists the data results for 24 hours.C . Each time persisted results for a query are used, a 24-hour retention period is reset.D ....
When using the Snowflake Connector for Kafka, what data formats are supported for the messages? (Choose two.)
When using the Snowflake Connector for Kafka, what data formats are supported for the messages? (Choose two.)A . CSVB . XMLC . AvroD . JSONE . ParquetView AnswerAnswer: C, D Explanation: The data formats that are supported for the messages when using the Snowflake Connector for Kafka are Avro and...
How can this query be interpreted?
An Architect runs the following SQL query: How can this query be interpreted?A . FILEROWS is a stage. FILE_ROW_NUMBER is line number in file.B . FILEROWS is the table. FILE_ROW_NUMBER is the line number in the table.C . FILEROWS is a file. FILE_ROW_NUMBER is the file format location.D . FILERONS...
