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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Installation, Testing and Troubleshooting | 20% | - Validation and debugging
|
| Topic 2: Native Application Design and Creation | 35% | - Application development workflow
|
| Topic 3: Snowflake Native App Framework Overview | 20% | - Native application concepts and architecture
|
| Topic 4: Deployment and Marketplace Publishing | 25% | - Distribution and lifecycle management
|
Question 1
You are managing a Snowflake Native Application that allows consumers to configure certain aspects of its behavior through a dedicated configuration table. The application logic relies on specific values within this table to function correctly. During a new version deployment, you need to ensure that existing consumer configurations are migrated to the new version's configuration table structure without disrupting the application's availability. Which of the following strategies would you use to perform a zero-downtime configuration migration?
A. Rename the existing configuration table to a backup name. Create a new configuration table with the new schema. The application will start using the new empty table, and consumers can manually reconfigure their settings.
B. Perform an in-place alteration of the existing configuration table to match the new schema. This might involve adding, dropping, or renaming columns. Update the application code to reflect these changes. If you need to rename tables, then use SALTER TABLE ... RENAME to minimize downtime.
C. Implement a parallel migration strategy. Create a new configuration table with the new schema alongside the existing one. Update the application code to read from both tables concurrently, prioritizing the new table if values are present. Schedule a background job to migrate data from the old table to the new table. Once the migration is complete and verified, switch the application to solely read from the new table and eventually drop the old one.
D. Deploy the new application version with a feature flag that disables the configuration table dependency. Run a script in the background to migrate the data to the new table and then flip the feature flag to enable the new configuration.
E. Drop the existing configuration table and recreate it with the new schema during the application upgrade process. The application will automatically adapt to the new schema once the upgrade is complete.
Question 2
A company publishes a Snowflake Native Application on the Snowflake Marketplace providing aggregated sales dat a. They want to ensure data is fresh and updated daily at 00:00 UTC. They are considering several approaches to automate this data refresh process.
Which of the following methods are MOST effective and SECURE for scheduling and executing this daily data update within the Snowflake Native Application environment? Choose two.
A. Schedule a Python script using an external task service (e.g., AWS Lambda) that connects to Snowflake and executes the data refresh procedure.
B. Utilize a cron job on a virtual machine to execute a SQL script via SnowSQL, connecting to Snowflake and refreshing the data.
C. Leverage Snowflake's Data Marketplace update scheduling feature (if available and applicable to their type of listing) to automatically refresh the data.
D. Use Snowflake Tasks scheduled to run daily at 00:00 UTC to execute a stored procedure within the Native Application that updates the data.
E. Implement a Java-based scheduler within the Snowflake Native Application itself using UDFs, triggered by an external service via API integration.
Question 3
You are packaging a Snowflake Native Application that utilizes an external function to enrich dat a. This external function requires access to an API endpoint. You've created an API integration in the consumer's account to manage access. How should you grant the necessary privileges to your application to utilize this API integration?
A. No explicit privilege granting is required. Snowflake automatically grants access to API integrations to applications within the same account.
B. Grant the USAGE privilege on the API integration to the application role using the command 'GRANT USAGE ON INTEGRATION TO APPLICATION ROLE within the application's setup script.
C. Create a share from your provider account containing the API integration and import it into the consumer's account.
D. Grant the OWNERSHIP privilege on the API integration to the application package using Snowsight.
E. Grant the EXECUTE privilege on the external function to the application role. The external function inherits the API integration's privileges.
Question 4
A developer is building a Snowflake Native App that requires secure storage of sensitive application configuration dat a. Which of the following Snowflake features is the MOST appropriate to use within the application package to manage and secure this data?
A. Using a Stage to store encrypted configuration files, accessible by the application using external functions.
B. Encrypting the data with a customer-managed key (CMK) stored outside of Snowflake and decrypting it within a UDF.
C. Storing the data in a standard Snowflake table within the application package, relying on Snowflake's built-in encryption.
D. Snowflake Secrets, accessed via SQL commands and managed through object privileges.
E. Snowflake Stored Procedures with 'CALLER rights, encrypting the data within the procedure.
Question 5
An organization is building a Snowflake Native App that performs complex data transformations. The transformation logic is encapsulated in a stored procedure. They want to allow consumer accounts to execute this stored procedure, but ONLY with the privileges of the application itself, preventing access to the consumer's data through the procedure. Which set of actions are required to achieve this?
A. Create the stored procedure with the 'EXECUTE AS OWNER clause and grant the 'USAGE privilege on the application package to the consumer's role.
B. Create the stored procedure with the 'EXECUTE AS CALLER clause and grant the 'APPLY APPLICATION' privilege on the application package to the consumer's role.
C. Create the stored procedure with the ' EXECUTE AS CALLER clause and grant the 'EXECUTE APPLICATION' privilege on the application instance to the consumer's role.
D. Create the stored procedure with the ' EXECUTE AS OWNER clause and grant the ' EXECUTE APPLICATION' privilege on the application instance to the consumer's role.
E. Create the stored procedure with the ' EXECUTE AS OWNER' clause and grant the ' IMPORTED PRIVILEGES' on the application package to the consumer's role.
Solutions:
| Question 1 Answer: B,C | Question 2 Answer: C,D | Question 3 Answer: B | Question 4 Answer: D | Question 5 Answer: D |
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