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| Section | Weight | Objectives |
|---|---|---|
| Installation, Testing and Troubleshooting | 20% | - Validation and debugging
|
| Deployment and Marketplace Publishing | 25% | - Distribution and lifecycle management
|
| Native Application Design and Creation | 35% | - Application development workflow
|
| Snowflake Native App Framework Overview | 20% | - Native application concepts and architecture
|
1. You are managing versions of a Snowflake Native App that persists data to tables within the consumer's account. You want to provide consumers with the ability to rollback to a previous version of the application without losing dat a. Which combination of Snowflake features and practices would best support this requirement?
A) Require consumers to manually back up their data before each application upgrade and provide instructions on how to restore it.
B) Implement a backup and restore mechanism within your application, creating regular snapshots of the consumer's tables and storing them in a secured location. Provide a rollback procedure that restores data from the appropriate snapshot.
C) Rely solely on Snowflake's Time Travel feature on the consumer's tables, instructing users to manually restore data to the desired point in time after rolling back the application.
D) Combine Snowflake's Time Travel feature with automated scripts within your application that identify and restore tables affected by the rollback to the specific point in time when the previous version was active. Provide users with a simplified rollback process.
E) Store data version history within the application and reconstruct historical states on demand. This requires complex data modeling and coding.
2. You are designing a Snowflake Native Application that uses Snowpark Container Services to process dat a. The application needs to store intermediate results in a Snowflake table. You have the following requirements: 1. The table should only be accessible to the Native App. 2. The table schema should be automatically updated when the application is upgraded. 3. You want to minimize the privileges granted to the container service's service account. Which of the following approaches should you use? (Select TWO)
A) Grant 'ALL PRIVILEGES on the database containing the table to the Native App's service account. This allows the application to manage the table and its schema.
B) Create the table manually in the consumer's account and grant 'USAGE' and 'SELECT privileges on the table to the Native App's service account.
C) Create the table within the application's package using a setup script. The setup script should execute during the application installation and upgrade process.
D) Create the table within the application's package using a setup script. Grant the 'USAGE privilege on the application's schema to the Native App's service account.
E) Create a separate database for the Native App's internal data and grant the 'OWNERSHIP' privilege on this database to the Native App's service account.
3. You are developing a Snowflake Native App that requires accessing a specific table within the consumer's account. The consumer should not have direct access to this table. Which of the following is the MOST secure and appropriate method to grant the necessary access?
A) Creating a Snowflake Secure View on the table in the provider account and sharing this view with the consumer account using Data Sharing.
B) Granting the CONSUMPTION usage privilege on the provider account database to the consumer account, and then granting SELECT on the specific table to a role that the app assumes.
C) Employing a Stored Procedure owned by the application role that queries the table in the provider account, and allowing access to the procedure via API integration.
D) Creating a Snowflake Secure UDF that queries the table within the provider account and exposing the UDF to the consumer account through a package.
E) Granting direct SELECT access to the consumer role on the table in the provider account, ensuring to revoke access after the app is installed.
4. A software company, 'Data Insights Corp', develops a Snowflake Native App. They want to grant users the ability to view limited metadata information about the app's installation without granting them extensive privileges over the app's data or functionality. Which of the following options BEST represent the correct approach for granting Viewer privileges in a Snowflake Native App context to a consumer account user?
A) Grant the 'APPLY APPLICATION' privilege on the application package to the user role.
B) Grant the USAGE privilege on the application package to the user role.
C) Grant the 'IMPORTED PRIVILEGES privilege on the application package to the user role.
D) Create a custom role in the consumer account and grant the 'MONITOR EXECUTION' privilege on the application instance to that role, then grant that role to the user.
E) Grant the 'SELECT' privilege on all tables within the application instance to the user role.
5. You are developing a Snowflake Native Application that provides data enrichment services. A consumer reports that a specific query against a view, 'ENRICHED DATA, occasionally returns incorrect results. You suspect a race condition in the underlying stored procedure that populates a temporary table used by the view. Which of the following strategies would be MOST effective in diagnosing and resolving this issue within the application ?
A) Implement a retry mechanism with exponential backoff in the stored procedure to handle potential concurrency issues when writing to the temporary table.
B) Replace the temporary table with a permanent table with appropriate locking mechanisms to prevent concurrent modifications. Consumers will need to be notified of a minor version update.
C) Implement logging within the stored procedure to capture the execution flow and intermediate data values. Use 'SYSTEM$GET PREDECESSORS to track dependencies. Analyze the logs to identify the race condition. Use a session table rather than a temp table.
D) Isolate the portion of the stored procedure that writes to the temporary table into a separate stored procedure with 'EXECUTE AS CALLER privileges.
E) Use Snowflake's 'GET_DDL' function to retrieve the SQL definition of the consumer's query and analyze it for potential errors.
Solutions:
| Question # 1 Answer: B,D | Question # 2 Answer: C,D | Question # 3 Answer: D | Question # 4 Answer: D | Question # 5 Answer: A,C |
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