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Snowflake NAS-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Application Installation & Testing	20%	- Provider and consumer workflows - Installation procedures and dependencies - Testing strategies and validation - Debugging and troubleshooting
Topic 2: Advanced Features & Management	20%	- Integration with Snowpark and external services - Event logging and telemetry - Governance and compliance - Billing events and cost monitoring
Topic 3: Application Design & Creation	35%	- Setup scripts and application logic - Security and access control - Manifest files and configuration - Native App Framework architecture - Application packages and objects
Topic 4: Application Deployment & Distribution	25%	- Listing types and monetization - Versioning and release management - Upgrades and lifecycle management - Publishing to Snowflake Marketplace

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q31-Q36):

NEW QUESTION # 31
A Snowflake Native App developer is creating an application that needs to access data from multiple tables within a provider account. The developer wants to ensure the principle of least privilege and minimize the surface area for potential security vulnerabilities. Which approach is the MOST secure and efficient for granting the necessary privileges to the application?

A. Create a custom role in the provider account, grant the required privileges on the tables to this role, and then grant the 'USAGE privilege on this custom role to the application role.
B. Grant the 'SELECT privilege on all tables in the provider account to the application role.
C. Grant the 'ALL PRIVILEGES privilege on all relevant tables to the application role. This provides the application with all possible privileges, simplifying privilege management.
D. Grant the USAGE privilege on all relevant databases and schemas, and the 'SELECT privilege on only the tables required by the application to the application role.
E. Grant the 'OWNERSHIP privilege on all relevant databases to the application role. This provides the application with full control over the data, ensuring it can perform any necessary operations.

Answer: D

Explanation:
Option B is the MOST secure and efficient. Granting 'USAGE' on databases and schemas allows the application to access these containers, while granting 'SELECT only on the necessary tables adheres to the principle of least privilege, minimizing potential security risks. Options A, C, and E grant overly broad privileges, which is not a secure practice. Option D, while seemingly applying least privilege, creates unnecessary role complexity and doesn't directly link the application role to the required object privileges.

NEW QUESTION # 32
You are developing a Snowflake Native Application that processes sensitive dat a. During the application lifecycle management, including version updates, what steps should you take to ensure the data security and privacy of the consumers' data, especially considering that your development team might need access to a subset of the data for testing?

A. Use Snowflake's data classification features to identify sensitive data and implement row-level security to restrict access to the development team.
B. Implement data masking and anonymization techniques to create a sanitized test dataset derived from the consumer's data. Provide the development team with access only to the masked data, via data sharing from the producer to consumer account.
C. Create a separate Snowflake account for testing and populate it with synthetic data that mimics the structure and characteristics of the consumer's data.
D. Utilize Snowflake's external functions to process the data in a secure enclave outside of Snowflake, minimizing the risk of data exposure. Ensure external functions called are encrypted.
E. Grant the development team direct access to the consumer's data warehouse to facilitate testing. Ensure proper auditing is enabled.

Answer: B,C

Explanation:
The best answers are (B) and (D). Providing direct access to consumer data (A) is a major security risk. Option (B) utilizes masking/anonymization, crucial for protecting sensitive data. Data is shared from Producer account to Consumer accounts with masking policies applied for developers testing/access. Option (D) with synthetic data offers a secure testing environment. While data classification (C) and row-level security are useful, they aren't sufficient to protect data during development and testing, as developers could still potentially access sensitive data. External functions (E) could be used in conjunction with options B or D, but aren't a standalone solution.

NEW QUESTION # 33
A Snowflake Native App provider wants to ensure that even future roles created in their provider account will NOT automatically have access to the application database , which was created without the "MANAGED ACCESS' property initially. After creating a security audit suggested it to be with managed access. Which of the following steps BEST secures the app database?
Note multiple options may be needed

A. ALTER DATABASE SET MANAGED ACCESS = TRUE;
B. DROP DATABASE CREATE DATABASE WITH MANAGED ACCESS;
C. REVOKE USAGE ON DATABASE FROM ROLE PUBLIC;
D. GRANT OWNERSHIP ON DATABASE TO ROLE application_role;
E. REVOKE ALL PRIVILEGES ON DATABASE FROM PUBLIC;

Answer: A,D,E

Explanation:
The most effective method is to use 'ALTER DATABASE SET MANAGED_ACCESS = TRUE;' to enable managed access. This ensures that privileges are managed at the database level. Revoking all privileges from PUBLIC removes default access granted to all roles (including future roles). By revoking default public access and using managed access together, one ensures greater security. Option A works, but dropping and recreating is impactful. Option D, is similar to C however doesn't handle future role. Granting ownership to a specific role ensures better control.

NEW QUESTION # 34
You are developing a Snowflake Native Application and want to implement a usage-based pricing model. Your application writes usage data to a table 'APPLICATION USAGE' in the provider account. You need to create a listing on the Snowflake Marketplace that charges customers based on the number of processed records. Which of the following steps are crucial to correctly setting up the pricing plan within the listing, ensuring that usage data is properly captured and reflected in the customer's bill?

A. Define a resource monitor on the provider account that tracks resource consumption of the application, and use this as the basis for pricing. This requires no customer interaction.
B. Create a stored procedure in the provider account that aggregates the usage data in 'APPLICATION USAGE' , and then configure the listing to execute this stored procedure at regular intervals to calculate charges.
C. Define a usage-based price metric within the listing that directly queries the 'APPLICATION_USAGE table in the consumer account using a secure view.
D. Establish a Data Exchange between the provider and consumer accounts, sharing the 'APPLICATION_USAGE' table directly. The listing then references this Data Exchange for pricing.
E. Configure a usage-based price metric within the listing, pointing it to a secure view created on top of the 'APPLICATION_USAGE' table, explicitly granted to the 'snowflake' account. The secure view should aggregate usage data.

Answer: E

Explanation:
The correct answer is C. A usage-based price metric must point to a secure view that aggregates usage data from the 'APPLICATION_USAGE table. The secure view ensures that data access is controlled and that consumers only see the aggregated usage information required for billing. Option A is partially correct, but misses explicitly granting access to snowflake account, vital for pricing. Other options are incorrect because they either expose raw data (D), rely on procedures which are hard to manage within the marketplace (B), try to query consumer data which is impossible using provider side secure view (A) or irrelevant to usage based pricing (E).

NEW QUESTION # 35
You are developing a Snowflake Native Application that integrates with an external API to enrich data within the consumer's account. You need to design the setup script to handle API credentials securely and ensure that consumers can configure their own API keys. Which of the following methods is the MOST secure and recommended approach for managing API credentials within a Snowflake Native Application?

A. Use Snowflake's secret management capabilities (e.g., SECRETS feature) to store the API credentials securely, allowing consumers to create and manage their own secrets and reference them within the application.
B. Store the API credentials in a publicly accessible stage and instruct consumers to download and configure them manually.
C. Encrypt the API credentials using a simple symmetric key and include the decryption key in the setup script.
D. Hardcode the API credentials directly into the setup script and distribute them to consumers.
E. Store the API credentials as environment variables within the application's deployment environment.

Answer: A

Explanation:
Using Snowflake's secret management capabilities (C) provides the most secure way to store and manage API credentials. This allows consumers to control their own credentials and prevent them from being exposed in the application code. Hardcoding credentials (A) is a major security risk. Storing credentials in a publicly accessible stage (B) is also insecure. Storing them as environment variables (D) might not be persistent. Encrypting with a symmetric key included in the setup script (E) does not provide adequate security as the decryption key is readily available.

NEW QUESTION # 36
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