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Snowflake SnowPro Advanced Architect SnowPro Advanced Architect Dumps in PDF

Free Snowflake SnowPro Advanced Architect Real Questions (page: 3)

SnowPro Advanced Architect PDF — 246 Questions

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

  1. Shared databases are read-only.
  2. Shared databases must be refreshed in order for new data to be visible.
  3. Shared databases cannot be cloned.
  4. Shared databases are not supported by Time Travel.
  5. Shared databases will have the PUBLIC or INFORMATION_SCHEMA schemas without explicitly granting these schemas to the share.
  6. Shared databases can also be created as transient databases.

Answer(s): A,C,E



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

  1. Stage integration
  2. Security integration
  3. Storage integration
  4. API integration

Answer(s): C



The following DDL command was used to create a task based on a stream:



Assuming MY_WH is set to auto_suspend ­ 60 and used exclusively for this task, which statement is true?

  1. The warehouse MY_WH will be made active every five minutes to check the stream.
  2. The warehouse MY_WH will only be active when there are results in the stream.
  3. The warehouse MY_WH will never suspend.
  4. The warehouse MY_WH will automatically resize to accommodate the size of the stream.

Answer(s): A



What is a characteristic of loading data into Snowflake using the Snowflake Connector for Kafka?

  1. The Connector only works in Snowflake regions that use AWS infrastructure.
  2. The Connector works with all file formats, including text, JSON, Avro, Ore, Parquet, and XML.
  3. The Connector creates and manages its own stage, file format, and pipe objects.
  4. Loads using the Connector will have lower latency than Snowpipe and will ingest data in real time.

Answer(s): C



A healthcare company wants to share data with a medical institute. The institute is running a Standard edition of Snowflake; the healthcare company is running a Business Critical edition.

How can this data be shared?

  1. The healthcare company will need to change the institute's Snowflake edition in the accounts panel.
  2. By default, sharing is supported from a Business Critical Snowflake edition to a Standard edition.
  3. Contact Snowflake and they will execute the share request for the healthcare company.
  4. Set the share_restriction parameter on the shared object to false.

Answer(s): C



An Architect is designing a pipeline to stream event data into Snowflake using the Snowflake Kafka connector. The Architect's highest priority is to configure the connector to stream data in the MOST cost-effective manner.

Which of the following is recommended for optimizing the cost associated with the Snowflake Kafka connector?

  1. Utilize a higher Buffer.flush.time in the connector configuration.
  2. Utilize a higher Buffer.size.bytes in the connector configuration.
  3. Utilize a lower Buffer.size.bytes in the connector configuration.
  4. Utilize a lower Buffer.count.records in the connector configuration.

Answer(s): D



An Architect has chosen to separate their Snowflake Production and QA environments using two separate Snowflake accounts.

The QA account is intended to run and test changes on data and database objects before pushing those changes to the Production account. It is a requirement that all database objects and data in the QA account need to be an exact copy of the database objects, including privileges and data in the Production account on at least a nightly basis.

Which is the LEAST complex approach to use to populate the QA account with the Production account's data and database objects on a nightly basis?

  1. 1. Create a share in the Production account for each database
    2. Share access to the QA account as a Consumer
    3. The QA account creates a database directly from each share
    4. Create clones of those databases on a nightly basis
    5. Run tests directly on those cloned databases
  2. 1. Create a stage in the Production account
    2. Create a stage in the QA account that points to the same external object-storage location
    3. Create a task that runs nightly to unload each table in the Production account into the stage
    4. Use Snowpipe to populate the QA account
  3. 1. Enable replication for each database in the Production account
    2. Create replica databases in the QA account
    3. Create clones of the replica databases on a nightly basis
    4. Run tests directly on those cloned databases
  4. 1. In the Production account, create an external function that connects into the QA account and returns all the data for one specific table
    2. Run the external function as part of a stored procedure that loops through each table in the Production account and populates each table in the QA account

Answer(s): A



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

  1. ACCOUNTADMIN, SECURITYADMIN
  2. SYSADMIN, SECURITYADMIN
  3. ACCOUNTADMIN, USER with PRIVILEGE
  4. SECURITYADMIN, USER with PRIVILEGE

Answer(s): A



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