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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q179-Q184):
NEW QUESTION # 179
An application developer is creating a Snowflake Native App that uses a user-defined function (UDF) 'MY UDF' in 'APP SCHEMA' The UDF reads data from a table 'APP TABLE' which is also in "APP SCHEMA'. The application role is 'APP ROLE'. Which of the following 'GRANT' statements are necessary for the application to function correctly within the provider account , assuming the UDF is defined with 'VOLATILE' behavior and is using the caller's rights (i.e., 'EXECUTE AS CALLER)?
- A.

- B.

- C.

- D.

- E.

Answer: E
Explanation:
The SAPP ROLE' needs 'USAGE' on the database and schema, 'EXECUTE' on the UDF, and 'SELECT on the table the UDF reads from because the UDF executes as the caller and the application needs those permissions within the provider account. 'OWNERSHIP' and 'ALL PRIVILEGES are not necessary, and generally bad practice for least-privilege security.
NEW QUESTION # 180
You have released version 1.0 of your Snowflake Native Application. After receiving feedback, you release version 1.1 with breaking changes to the data schema in the application's managed database. Some consumers haven't upgraded yet. How can you ensure that the older version continues to function correctly while allowing new consumers to use the updated schema?
- A. Maintain two separate application packages: one for version 1.0 and one for version 1.1. Version 1.1 includes logic to automatically migrate data for consumers who upgrade.
- B. Implement a data virtualization layer on the consumer's side, mapping the old schema to the new schema.
- C. Deprecate version 1.0 and provide a limited support window, after which it will be removed. All consumers will need to upgrade within the window.
- D. Force all consumers to upgrade to version 1.1 immediately, providing detailed migration instructions.
- E. Create a compatibility layer within version 1.1 that detects the application version and adapts the data access logic accordingly. This would require use of the 'APPLICATION$VERSION' function.
Answer: A,E
Explanation:
The best approaches are (B) and (C). Option (B) allows the new version (1.1 ) to handle requests from older versions by adapting its data access logic based on the reported application version. The 'APPLICATION$VERSION' function can be invaluable here. Option (C) maintains two separate application packages. The upgrade process for consumers moving to version 1.1 should include a data migration step. Forcing immediate upgrades (A) is disruptive. Simply deprecating the old version (D) without a smooth transition will upset consumers. Option E places undue burden on the consumer.
NEW QUESTION # 181
Your company has developed a Snowflake Native Application designed to provide advanced data analytics. They want to distribute this application through the Snowflake Marketplace, but only to a select group of partner organizations before a general public release. Which steps are essential to ensure that only these partners can discover and install the application?
- A. List the application as a public listing on the Snowflake Marketplace and rely on partner organizations to keep the application usage confidential through contractual agreements.
- B. Create a public listing but obfuscate the application name and description so that only partners with prior knowledge can identify the application.
- C. Share the application package directly with the partner organizations using Snowflake Secure Data Sharing, bypassing the Snowflake Marketplace entirely.
- D. List the application as a private listing on the Snowflake Marketplace and specify the Snowflake account identifiers of the partner organizations allowed to access the listing.
- E. List the application as a public listing and implement IP address whitelisting within the application to restrict access to partner organizations' IP ranges. Use context functions to obtain the IP address.
Answer: D
Explanation:
Listing the application as a private listing on the Snowflake Marketplace allows you to explicitly control which Snowflake accounts can discover and install the application. By specifying the account identifiers of the partner organizations, you ensure that only these partners have access, providing a secure and controlled distribution mechanism during the pre-release phase. The other options are either insecure (A, E), bypass the Marketplace intended use (C), or impractical and unreliable (D).
NEW QUESTION # 182
As a Native App Provider, you've identified a performance bottleneck in a query against a table within your application's container due to an inefficient join. The query is part of a view exposed to consumers. Which of the following actions would be MOST effective in improving the query performance while minimizing disruption to consumers?
- A. Create a search optimization policy on columns used in the 'WHERE' clause in the view. This does not require any changes from the consumers.
- B. Rewrite the query in the view definition to use a more efficient join algorithm (e.g., using hints). Consumers will automatically benefit from the improved performance.
- C. Implement a scheduled task to regularly update the statistics of the table involved in the join. This will help the query optimizer make better decisions, and consumers will see improved performance gradually.
- D. Create a materialized view in place of the existing view, pre-computing the join results. This will require consumers to update their queries to use the new materialized view name.
- E. Add a 'CLUSTER BY clause to the underlying table based on the join keys. Consumers will automatically benefit from improved query performance without any changes on their end.
Answer: A,B,C,E
Explanation:
Options A, C, D and E are correct. Clustering the table improves data locality and join performance, the rewritten query can improve performance, updating statistics helps the query optimizer, and search optimization can speed up filtering. Option B is incorrect because creating a materialized view requires consumers to change their queries, which is disruptive. Consumers should not have to change the queries they execute.
NEW QUESTION # 183
Your team is building a Snowflake Native App that uses a UDF (User-Defined Function) for data enrichment. The UDF needs to access an external API key. Which of the following approaches are valid and secure methods for providing the API key to the UDF within the Native App framework?
- A. Use a secure parameter in the MANIFEST.yml and access it within the UDF.
- B. Pass the API key as a parameter to the UDF when it's called.
- C. Store the API key in a database table within the consumer's account and grant the UDF access to that table.
- D. Store the API key directly in the UDF's code.
- E. Store the API key using Snowflake's Secret Management feature and grant the UDF access to the secret.
Answer: A,E
Explanation:
Storing the API key directly in the UDF's code (A) is highly insecure. Passing it as a parameter (B) exposes the key. Storing the API Key in consumer Account (D) can be done, but its not ideal as it asks to store the API Key outside of the Native APP Package by consumer. Using a secure parameter in the MANIFEST.yml (C) is a secure way to provide configuration values to the app. Storing the API Key with Snowflake Secret Management (E) is another secure method, allowing to store secrets encrypted and control access. So, options C and E are the valid and MOST secure methods.
NEW QUESTION # 184
......
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