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Snowflake SnowPro Specialty - Native Apps Sample Questions:
1. A data analytics company is developing a Snowflake Native App that allows customers to enrich their existing Snowflake data with external, proprietary datasets. The application requires READ access to customer tables and the ability to store processed results within the application's managed database. Which combination of Snowflake Native App Framework privileges and features is MOST appropriate to achieve this functionality?
A) The application's manifest includes REQUESTED PRIVILEGES = [ 'READ ON DATABASE', 'READ ON TABLE' l. Use stored procedures executing with definer's rights to access customer tables through a secure view, and standard INSERT statements to write to the managed database.
B) The application package grants OWNERSHIP privilege on customer tables to the application. Use standard INSERT statements within stored procedures to write enriched data into the application's managed database.
C) Use an API Integration to securely access the customer's data and a Stored Procedure to write the enriched data into application's stage.
D) The application's manifest includes REQUESTED PRIVILEGES = [ 'USAGE ON DATABASE', 'READ ON TABLE' ]. Use stored procedures executing with caller's rights to access customer tables and standard INSERT statements to write to the managed database.
E) The application's manifest includes REQUESTED PRIVILEGES = [ 'READ' l. Use stored procedures executing with definer's rights to access customer tables and external functions to write to the managed database.
2. You're developing a Snowflake Native App that interacts with a REST API. The API key needs to be securely stored and accessed within your application. Which of the following approaches provide the MOST secure and manageable way to handle the API key?
A) Store the API key as an environment variable in the Snowflake environment.
B) Store the API key in a secure vault (e.g., HashiCorp Vault) and use an external function to retrieve the key at runtime. Implement appropriate authentication and authorization for the external function.
C) Store the API key directly in the application code as a constant variable.
D) Use Snowflake Secrets to store the API key securely and grant access to the APPLICATION role. Then, access the secret within your Stored Procedure or UDF.
E) Store the API key in a separate configuration file uploaded to a stage, encrypting the file with a symmetric key hardcoded in the application.
3. You've developed a Snowflake Native Application. During the installation process in a consumer's account, the installation fails. The error message is vague and doesn't pinpoint the exact cause. What are the MOST effective steps you can take, in order , to diagnose the installation failure and provide the consumer with a resolution? (Select the top 3 steps)
A) Ask the consumer to manually create all the required roles and grants before attempting the installation again.
B) Review the event logs generated by the application during the installation process using Snowflake Event Tables. Use the appropriate filtering and querying techniques to narrow down the relevant events.
C) Request the consumer to share their entire Snowflake account metadata with you for debugging purposes.
D) Leverage the 'SYSTEM$GET PKG INSTALLATION ERRORS function in the provider account to retrieve detailed error messages and debugging information related to the failed installation. Correlate this with the installation version and consumer account I
E) Examine the consumer's ACCOUNT_USAGE views, specifically related to query history and errors that occurred during the installation timeframe.
4. You are developing a Snowflake Native Application that utilizes the 'APPLICATION ROLE' within a secure data sharing context. The application needs to perform different actions based on the role assigned to the user accessing the shared dat a. Consider the following code snippet in a stored procedure:

Which of the following modifications is necessary for the stored procedure to correctly utilize the 'APPLICATION ROLE and function as intended within the context of a Snowflake Native Application and a share?
A)
B) No modification is needed. The function will automatically return the active 'APPLICATION_ROLE' within the share.
C)
D)
E)

5. You have successfully deployed your Snowflake Native Application Package to an external stage (AWS S3), but consumers are reporting they are not receiving updates after you deploy new versions to the external stage. You have verified that the IAM role, Snowflake integration, and S3 bucket policy are correctly configured. What steps should you take to troubleshoot and resolve this issue?
A) Grant the APPLICATION ROLE to the SNOWFLAKE DEPLOYMENT role on the application package. This allows the deployment process to automatically update the consumer instances.
B) Consumers must manually refresh their installed application instance using the command 'ALTER APPLICATION REFRESH;' after a new package version is deployed.
C) Ensure the S3 bucket has versioning enabled. Snowflake relies on S3 versioning to detect new application package versions.
D) Verify that the SNOWFLAKE DEPLOYMENT role has been granted ownership of the Integration object used for accessing the external stage.
E) Execute the 'ALTER APPLICATION PACKAGE REFRESH' command after each deployment to the external stage. This explicitly informs Snowflake to refresh the application package metadata.
Solutions:
Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: B,D,E | Question # 4 Answer: D | Question # 5 Answer: B,E |