SnowPro Specialty - Native Apps pdf test & NAS-C01 test dumps

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Snowflake NAS-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Snowflake Native Applications Design and Creation	35%	- Apply Snowflake best practices while building native application workloads 1. Design scalable applications 2. Build, distribute, and monetize apps in Snowflake - Create and manage billing events and cost monitoring techniques 1. Formulate Snowflake native application workflows and procedures
Topic 2: Snowflake Native Applications Deployment	25%	- Build, version, and release native applications 1. Use Snowflake's marketplace 2. Use data sharing for app interoperability
Topic 3: Snowflake Native Applications Installation and Testing	20%	- Install and test native applications 1. Validate application functionality and performance
Topic 4: Snowflake Native App Framework Overview	20%	- Understand Snowflake architecture, features, tools, and best practices 1. Cloud-based computing and storage concepts 2. Data sharing and protection mechanisms 3. Account security and access management

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q360-Q365):

NEW QUESTION # 360
You are developing a Snowflake Native Application that includes a Python UDE This UDF needs to interact with an external API that requires authentication using OAuth 2.0. The application package should securely manage the OAuth credentials without exposing them to the consumer account. How can you securely configure and access the OAuth credentials from within the UDF?

A. Use Snowflake's secret management feature to store the OAuth client ID and secret, and access them from the UDF using 'SYSTEM$GET SECRET.
B. Store the OAuth credentials in a secure external storage (e.g., AWS Secrets Manager) and retrieve them using an external function.
C. Configure an OAuth integration in Snowflake and grant the UDF's role access to it, allowing the UDF to obtain tokens using 'SYSTEM$GET OAUTH TOKEN'.
D. Store the OAuth client ID and secret directly in the UDF code as string literals.
E. Store the OAuth client ID and secret in environment variables within the Snowflake environment for the application.

Answer: A,C

Explanation:
Storing credentials directly in the code (A) is a major security risk. Environment variables in Snowflake (B) are not designed for sensitive credentials. Snowflake's secret management (C) provides a secure way to store and access secrets. Using an external storage with an external function (D) is a viable option but adds complexity. OAuth integration (E) allows Snowflake to handle the OAuth flow, providing secure token management. Therefore, C and E provide the most secure and manageable solutions.

NEW QUESTION # 361
You are packaging a Snowflake Native Application that utilizes an external function to enrich dat a. This external function requires access to an API endpoint. You've created an API integration in the consumer's account to manage access. How should you grant the necessary privileges to your application to utilize this API integration?

A. Create a share from your provider account containing the API integration and import it into the consumer's account.
B. No explicit privilege granting is required. Snowflake automatically grants access to API integrations to applications within the same account.
C. Grant the USAGE privilege on the API integration to the application role using the command 'GRANT USAGE ON INTEGRATION TO APPLICATION ROLE within the application's setup script.
D. Grant the EXECUTE privilege on the external function to the application role. The external function inherits the API integration's privileges.
E. Grant the OWNERSHIP privilege on the API integration to the application package using Snowsight.

Answer: C

Explanation:
The correct answer is B. To allow a Snowflake Native Application to utilize an API integration in a consumer's account, you must explicitly grant the USAGE privilege on the API integration to the application role. This is done using the 'GRANT USAGE ON INTEGRATION' command within the application's setup script. Ownership (A) is not appropriate, as the application doesn't need to own the integratiom Option C is incorrect; explicit granting is required. Option D is partially correct in that the function needs execute permission, but the function needs to be linked to the API integration. Option E only applies to data sharing, not API integrations within a Snowflake Native App context.

NEW QUESTION # 362
You are packaging a Snowflake Native App that includes a Streamlit application for data visualization. The Streamlit application needs to access a table named 'SALES DATA within the app's data container. Which of the following steps are REQUIRED to correctly grant the Streamlit application the necessary permissions to read the data? (Select all that apply)

A. Grant the 'APPLOG' privilege to the application role defined in the setup script on the internal stage.
B. Grant the 'SELECT privilege on the 'SALES_DATX table directly to the application role defined in the setup script.
C. Grant the 'IMPORTED PRIVILEGES' on the database containing the 'SALES DATA' table to the application role.
D. Create a secure view on the ' SALES_DATX table, using the function in the view definition, and grant the 'SELECT privilege on the secure view to the application role.
E. Create a service account within the Snowflake Native App and grant the 'SELECT' privilege on the 'SALES_DATR table to the service account.

Answer: D,E

Explanation:
Snowflake Native Apps require service accounts for components like Streamlit to interact with data securely. Granting SELECT directly to the app role (D) is generally not how applications are structured with secure views. APPLOG (B) is related to logging, not data access. IMPORTED PRIVILEGES (E) is useful when referencing objects from external data sources which is not the case here, the table resides within the applications data container. Using a secure view (C) allows for controlled access and data masking if needed and service account will be used to access it.

NEW QUESTION # 363
You are developing a Streamlit application within a Snowflake Native Application that needs to access a secured view named 'sensitive_data' in the application's container. This view exposes aggregated and anonymized dat a. What minimum set of privileges must be granted to the 'app_public' application role to allow users to query this view from the Streamlit application?

A. GRANT USAGE ON SCHEMA application TO APPLICATION ROLE app_public; GRANT SELECT ON VIEW .application.sensitive_data TO APPLICATION ROLE app_public;
B. GRANT USAGE ON DATABASE TO APPLICATION ROLE app_public; GRANT SELECT ON VIEW .application.sensitive_data TO APPLICATION ROLE app_public;
C. GRANT USAGE ON SCHEMA application TO APPLICATION ROLE app_public; GRANT ALL PRIVILEGES ON VIEW application.sensitive_data TO APPLICATION ROLE app_public;
D. GRANT SELECT ON VIEW .application.sensitive_data TO APPLICATION ROLE app_public;
E. GRANT USAGE ON DATABASE .application TO APPLICATION ROLE app_public; GRANT SELECT ON VIEW .application.sensitive_data TO APPLICATION ROLE app_public;

Answer: A

Explanation:
The correct answer is B. To access a view, you need 'SELECT privilege on the view itself and USAGE privilege on the schema containing the view. 'APPLICATION' schema is the automatically generated schema, and should be used. Option A is incorrect because the USAGE privilege should be granted on the schema, not the database. Option C is incorrect because the USAGE privilege is needed on the schema, not just the database. Option D is incorrect because granting ALL PRIVILEGES is generally not a best practice for security and not needed. Option E is incorrect because you must grant usage on the Schema.

NEW QUESTION # 364
You are developing a Snowflake Native Application that needs to access user-provided data through a Secure Data Sharing. The consumer must explicitly grant access to their data container. Which approach provides the MOST secure and efficient method for allowing your application to access this data and ensure proper governance?

A. Implement a custom API endpoint that the consumer must call to securely transmit their data to your application.
B. Instruct the consumer to create a database role in their account and grant it all necessary privileges on the data container, then grant that role to your application's account.
C. Your application creates a secure view on the consumer's data container, allowing only specific data to be accessed.
D. Request the consumer to create a share containing the desired data and grant usage on the share to your application's account. The application then imports this share into its own environment.
E. Require the consumer to create a database from their share within your application's environment.

Answer: D

Explanation:
Sharing is the recommended approach. This mechanism allows the consumer to grant your application access to a subset of their data. By granting usage on the share, the consumer maintains control over what data your application can see. Creating a database from the share within the application's environment isn't necessary and adds complexity. Database roles are also not the preferred approach, as they can grant excessive privileges. Secure Views are possible but might not be the best architecture and increases risk and complexity. Building a custom API significantly increases the overhead to build a secure access method.

NEW QUESTION # 365
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