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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q216-Q221):

NEW QUESTION # 216
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. Request the consumer to share their entire Snowflake account metadata with you for debugging purposes.
B. Ask the consumer to manually create all the required roles and grants before attempting the installation again.
C. Examine the consumer's ACCOUNT_USAGE views, specifically related to query history and errors that occurred during the installation timeframe.
D. 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.
E. 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

Answer: C,D,E

Explanation:
The most effective steps, in order, are: 1. D: Use 'SYSTEM$GET_PKG INSTALLATION ERRORS' in the provider account. This function is specifically designed to provide detailed error information about failed installations. It's the quickest way to get actionable insights. 2. B: Review Snowflake Event Tables. After getting a specific error from the , correlate the information with your application+s specific event logs. This helps understand the application-level context of the error. 3. A: Examine consumer's ACCOUNT_USAGE views. While less specific, checking query history and error logs in the consumer account can provide valuable insights into the environment and any potential conflicts. Option C is not the first step because Native Apps should ideally handle role creation. Sharing entire metadata (Option E) is a security risk and rarely necessary.

NEW QUESTION # 217
You're developing a Snowflake Native App. Part of your application logic involves using a UDF (User-Defined Function) to perform complex calculations on data residing in a table within the consumer's Snowflake account. Which of the following statements correctly describes how you would package and deploy this UDF within your Native App using the application package?

A. You must create the UDF within a schema in your application package, and grant USAGE privilege on the schema to the application role. The application code can then execute the UDF without any further privilege grants within the consumer account, and the UDF can be called from SQL or other UDFs using unqualified names.
B. You must create the UDF within a schema in your application package. No additional privileges need to be granted, as the application role automatically has all necessary privileges within the application's namespace.
C. The UDF definition must be created directly within the consumer's account after the application is installed, as UDFs cannot be included in the application package.
D. The UDF definition must be created as an external function, pointing to an external API endpoint that your application controls, enabling the UDF logic to be executed outside of the consumer's Snowflake environment.
E. You must create the UDF within a schema in your application package, and grant USAGE privilege on the schema to the application role. The consumer will automatically be granted EXECUTE privilege on the UDF.

Answer: A

Explanation:
The UDF needs to be created within a schema in the application package. The application role needs USAGE privilege on the schema containing the UDF, and the application can then execute the UDF.

NEW QUESTION # 218
You are developing a Snowflake Native Application that manages customer accounts. In version 1.0, you had a table named 'CUSTOMER_ACCOUNTS with columns 'ACCOUNT D', 'CUSTOMER NAME, and 'EMAIL'. You are now releasing version 2.0, which requires adding a new column 'PHONE NUMBER to the 'CUSTOMER ACCOUNTS table, but you need to ensure backward compatibility and allow seamless upgrades for existing installations. Which of the following approaches within the 'setup.sqr file is the MOST robust and reliable to implement this schema change without disrupting existing users?

Answer: B

Explanation:
Option E is the most robust because it explicitly checks for the existence of the column before attempting to add it. This prevents errors during upgrade if the column already exists (e.g., if a previous upgrade failed partially). Using a stored procedure within 'setup.sqr provides more control and avoids syntax errors that might arise from 'IF statements directly in the script. Option A, B and C would fail if the column already exists, throwing an error and halting the upgrade process. Option D is destructive, as it drops and recreates the table, leading to data loss. Therefore, option E is the most reliable and production-ready.

NEW QUESTION # 219
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 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.
B. Store the API key as an environment variable in the Snowflake environment.
C. Store the API key in a separate configuration file uploaded to a stage, encrypting the file with a symmetric key hardcoded in the application.
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 directly in the application code as a constant variable.

Answer: D

Explanation:
Snowflake Secrets are designed for securely storing sensitive information like API keys. Granting access to the APPLICATION role ensures that only the application code can access the key. Storing keys directly in code or configuration files, even encrypted ones, is a security risk. Environment variables in Snowflake are not a secure storage mechanism for sensitive data. An external vault adds significant complexity to a Snowflake Native App.

NEW QUESTION # 220
An ISV is developing a data analytics application using Snowflake Native Apps. The application allows consumers to define custom data refresh schedules. These schedules are managed by stored procedures within the application. The stored procedures need to update a shared table (using SQL MERGE command) located in a different database (managed by the ISV) within the consumer's account. The Application provider doesn't want to give access to the underlying tables to the consumer. To achieve this, which of the following GRANT statements are needed to configure the correct set of privileges for the ISV's Application Role(s) to perform MERGE operations from inside the consumer's environment? (Select all that apply.)

A. GRANT USAGE ON SCHEMA TO ROLE ;
B. GRANT USAGE ON DATABASE TO ROLE ;
C. GRANT ALL PRIVILEGES ON WAREHOUSE TO ROLE ;
D. GRANT INSERT, UPDATE, DELETE ON TABLE .. TO ROLE ;
E. GRANT SELECT ON ALL TABLES IN DATABASE TO ROLE ;

Answer: A,B,D

Explanation:
To perform MERGE operations, the ISV application needs the following privileges: USAGE on the ISV database. USAGE on the ISV schema. INSERT, UPDATE, and DELETE on the shared table. SELECT is not enough for MERGE. Granting ALL PRIVILEGES on the warehouse is too broad and unnecessary for the specific task. Granting select on all tables is not required either as you're targeting a single table for DML operation.

NEW QUESTION # 221
......

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Interactive NAS-C01 Practice Exam, Valid NAS-C01 Torrent

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q216-Q221):

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