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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q147-Q152):
NEW QUESTION # 147
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: C
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 # 148
Consider the following scenario: You're developing a Snowflake Native Application that requires both data loading and complex analytical queries. You plan to use separate warehouses to optimize performance and manage resources effectively. Given the requirements, which of the following warehouse configurations is the MOST appropriate?
- A. Two warehouses: one dedicated to data loading configured with "WAREHOUSE_SIZE = X-SMALL' and another for analytical queries configured with 'WAREHOUSE SIZE = LARGE and 'MAX CONCURRENCY LEVEL = 8'.
- B. Two warehouses: one with 'AUTO SUSPEND = 60' for data loading and another with 'AUTO SUSPEND = 3600' for analytical queries.
- C. One large warehouse to handle both data loading and analytical queries, sharing resources to minimize costs.
- D. One warehouse sized 'X-SMALL' for data loading and another sized URGE' for analytical queries.
- E. Two warehouses: one dedicated to data loading, configured with to save costs and other warehouse for analytical queries.
Answer: A
Explanation:
Option D provides the best configuration. Using separate warehouses allows you to optimize each workload independently. SMALL' is often sufficient for data loading tasks, while a 'LARGE warehouse provides better performance for analytical queries. Setting 'MAX CONCURRENCY LEVELS on the analytical warehouse allows for better handling of multiple concurrent users or queries. Option A does not isolate workloads and can lead to performance bottlenecks. Option B only addresses size but not concurrency. Option C focuses only on auto- suspend, ignoring other warehouse parameters for optimizing workload.Option E is partially correct, because Initially_Suspended is good idea but does not help in complete warehouse setting.
NEW QUESTION # 149
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 = [ '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.
- B. Use an API Integration to securely access the customer's data and a Stored Procedure to write the enriched data into application's stage.
- C. 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.
- D. 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.
- E. 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.
Answer: E
Explanation:
The correct approach involves requesting necessary privileges (READ ON DATABASE, READ ON TABLE) in the application manifest. Using definer's rights within stored procedures allows the application to access customer data securely through secure views, and standard INSERT statements are the correct way to write to the managed database. Granting OWNERSHIP is excessive and insecure. Caller's rights would require the user installing the app to have READ privileges on the customer's data, defeating the purpose of secure access within the app.
NEW QUESTION # 150
You are developing a Snowflake Native Application for a data enrichment service and plan to list it on the Snowflake Marketplace. You want to control the costs incurred by consumers of your application while maximizing its accessibility. Which of the following strategies represent Snowflake Marketplace best practices for cost management and pricing?
- A. Refrain from providing any cost-related information upfront to encourage broader adoption, deferring cost discussions until after installation and usage.
- B. Provide detailed cost estimation documentation outlining the expected costs for different usage scenarios and data volumes.
- C. Use Snowflake's built-in resource monitors to proactively track application consumption and alert consumers when they approach predefined spending limits.
- D. Offer a free trial period with limited functionality to allow potential consumers to evaluate the application before committing to a paid subscription.
- E. Implement a tiered pricing model based on data volume processed, compute resources consumed, or number of users accessing the application. Offer a free basic tier with limited functionality.
Answer: B,C,D,E
Explanation:
Offering a free trial (A) allows users to evaluate. Tiered pricing (B) offers flexibility and accommodates different budgets. Providing cost estimation documentation (C) is transparent and helps users plan. Using resource monitors for alerts (E) enables proactive cost control. Hiding cost information (D) is not a best practice and can lead to negative user experiences and discourage adoption.
NEW QUESTION # 151
Consider the following Snowflake Native App manifest file (manifest.yml):
Which statements accurately describe the implications of this manifest file? (Choose two)
- A. The application is not listed on the Snowflake Marketplace.
- B. The application code defined in setup.sql will run during the installation of the Application Package by the provider.
- C. Consumers can share data with the application without any limitations.
- D. The consumer must provide a value for the secret during application installation.
- E. The application can interact with external network resources.
Answer: A,D
Explanation:
Because 'private: true', the application won't be listed on the marketplace. The 'secrets' section indicates that the consumer must supply a value for 'API_KEY' during installation. 'external_network: false' prevents the app from making outbound network connections. The execute' ensures 'setup.sql' runs during installation. false' limits secure data sharing capabilities.
NEW QUESTION # 152
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