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Snowflake SnowPro Advanced Architect SnowPro Advanced Architect Dumps in PDF

Free Snowflake SnowPro Advanced Architect Real Questions (page: 1)

SnowPro Advanced Architect PDF — 246 Questions

What built-in Snowflake features make use of the change tracking metadata for a table? (Choose two.)

  1. The MERGE command
  2. The UPSERT command
  3. The CHANGES clause
  4. A STREAM object
  5. Thee CHANGE_DATA_CAPTURE command

Answer(s): C,D



When using the Snowflake Connector for Kafka, what data formats are supported for the messages? (Choose two.)

  1. CSV
  2. XML
  3. Avro
  4. JSON
  5. Parquet

Answer(s): C,D



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

  1. Global
  2. Database
  3. Schema
  4. Table

Answer(s): D



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.

Which commands should the Architect use to load only file5.csv file from the stage? (Choose two.)

  1. COPY INTO tablea FROM @%tablea RETURN_FAILED_ONLY = TRUE;
  2. COPY INTO tablea FROM @%tablea;
  3. COPY INTO tablea FROM @%tablea FILES = ('file5.csv');
  4. COPY INTO tablea FROM @%tablea FORCE = TRUE;
  5. COPY INTO tablea FROM @%tablea NEW_FILES_ONLY = TRUE;
  6. COPY INTO tablea FROM @%tablea MERGE = TRUE;

Answer(s): B,E



A large manufacturing company runs a dozen individual Snowflake accounts across its business divisions. The company wants to increase the level of data sharing to support supply chain optimizations and increase its purchasing leverage with multiple vendors.

The company's Snowflake Architects need to design a solution that would allow the business divisions to decide what to share, while minimizing the level of effort spent on configuration and management. Most of the company divisions use Snowflake accounts in the same cloud deployments with a few exceptions for European-based divisions.

According to Snowflake recommended best practice, how should these requirements be met?

  1. Migrate the European accounts in the global region and manage shares in a connected graph architecture.
    Deploy a Data Exchange.
  2. Deploy a Private Data Exchange in combination with data shares for the European accounts.
  3. Deploy to the Snowflake Marketplace making sure that invoker_share() is used in all secure views.
  4. Deploy a Private Data Exchange and use replication to allow European data shares in the Exchange.

Answer(s): D



A user has the appropriate privilege to see unmasked data in a column.

If the user loads this column data into another column that does not have a masking policy, what will occur?

  1. Unmasked data will be loaded in the new column.
  2. Masked data will be loaded into the new column.
  3. Unmasked data will be loaded into the new column but only users with the appropriate privileges will be able to see the unmasked data.
  4. Unmasked data will be loaded into the new column and no users will be able to see the unmasked data.

Answer(s): A



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

  1. Create multiple clustering keys for a table.
  2. Create multiple materialized views with different cluster keys.
  3. Create super projections that will automatically create clustering.
  4. Create a clustering key that contains all columns used in the access paths.

Answer(s): B



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?

  1. Create a pipeline to write shared data to a cloud storage location in the target cloud provider.
  2. Ensure that all views are persisted, as views cannot be shared across cloud platforms.
  3. Setup data replication to the region and cloud platform where the consumer resides.
  4. Company A and Company B must agree to use a single cloud platform: Data sharing is only possible if the companies share the same cloud provider.

Answer(s): C



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