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Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. You are developing a Snowflake Native Application that utilizes Snowpark Container Services (SPCS). Your application requires a Compute Pool configured with autoscaling capabilities to handle fluctuating workloads. However, you want to minimize costs when the application is idle. Which of the following considerations are MOST important when defining the 'MIN NODES' and 'MAX NODES' parameters for your Compute Pool, along with the 'AUTO RESUME setting?

A) Setting to a non-zero value ensures that some resources are always available, leading to faster response times for initial requests. 'AUTO RESUME' should be set to FALSE to prevent unnecessary resource usage.
B) Setting to 0 allows the Compute Pool to scale down completely when idle, eliminating costs. 'AUTO_RESUME should be set to TRUE to automatically start the pool when a new request is received.
C) The optimal configuration depends on the balance between cost and performance. A higher 'MIN_NODES' value provides faster initial response times but incurs higher costs when idle. 'AUTO RESUME should be set to TRUE if you want the pool to automatically restart based on incoming requests.
D) The 'AUTO_RESUME parameter is irrelevant as the compute pool automatically scales based on current workload. should be set to the expected average workload.
E) Compute Pool autoscaling is managed entirely by the underlying container orchestration system and Snowflake only provides basic resource allocation. The 'MIN NODES' and 'MAX NODES parameters are advisory only.

2. A Native Application package contains a secure view that exposes customer dat a. The application provider wants to ensure that only the application itself, and not the consumer's roles, can access the underlying table. They have granted OWNERSHIP on the table to the application. Which of the following SQL statements would be MOST effective in managing privileges so that the application package can securely access customer data and consumers cannot directly access it via their own roles?

A) No additional privileges are needed as the application package has ownership of the object.
B) GRANT SELECT ON TABLE .. TO APPLICATION PACKAGE; REVOKE SELECT ON TABLE FROM ROLE PUBLIC;
C) GRANT SELECT ON TABLE .. TO APPLICATION PACKAGE;
D) REVOKE ALL PRIVILEGES ON TABLE .. FROM ROLE PUBLIC; GRANT SELECT ON TABLE .. TO APPLICATION PACKAGE;
E) GRANT SELECT ON TABLE .. TO APPLICATION ROLE ;

3. You are developing a Snowflake Native Application that allows customers to enrich their dat a. The application involves executing Javascript UDFs. Which of the following practices are considered unacceptable regarding code practices within the UDFs to ensure the Native App complies with Snowflake's requirements and security best practices?

A) Using Javascript UDFs to access data not needed by the application to save on querying costs.
B) Directly embedding secrets (e.g., API keys, passwords) within the Javascript UDF code itself, even if obfuscated.
C) Using JavaScript's eval() function to dynamically execute code based on user input or data retrieved from external sources.
D) Using the SYSTEM$ALLOWLIST function to restrict external network access from the Javascript UDFs to a specific set of approved domains. Using Snowflake's network rules is also acceptable for newer accounts.
E) Relying solely on the consumer's network policy to manage external network access from the UDFs.

4. You are developing a Snowflake Native Application that includes a TASK which calls a stored procedure. The stored procedure interacts with an external API using an external function. The external function is defined with an API integration. To ensure secure access to the external API, how should the privileges be granted so that the TASK can execute successfully and access the external function within the consumer account?

A) Grant OWNERSHIP on the API integration and EXECUTE TASK privilege on the TASK to the 'app_public' role.
B) Grant USAGE privilege on the API integration and EXECUTE TASK privilege on the TASK to the 'app_owner' role.
C) Grant USAGE privilege on the API integration to the 'app_public' role and no specific privilege on the TASK, as task execution is implicitly granted.
D) Grant USAGE privilege on the API integration and EXECUTE TASK privilege on the TASK to the 'app_public' role.
E) Grant USAGE privilege on the API integration to the 'application' role and EXECUTE TASK privilege on the TASK to the 'app_public' role.

5. Consider the following Python code snippet used within a Streamlit application deployed as a Snowflake Native App:

A) The code will execute successfully, assuming that Smy_table' exists, and the 'app_public' role has at least SELECT privilege on 'my_table' and USAGE privilege on the schema containing 'my_table' .
B) The code will fail because the Snowflake Connector for Python requires explicit connection parameters to be defined even within a Native App context.
C) The code will fail with a privilege error if the 'app_public' role does not have OWNERSHIP of the table 'my_table' .
D) The code requires using the 'snowflake.snowpark' library instead of for optimized performance within native apps.
E) The code will execute without any privilege errors, assuming the necessary database and schema privileges are granted to the 'app_public' role.

Solutions: