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Snowflake NAS-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Installation, Testing and Troubleshooting	20%	- Validation and debugging 1. Logging and event tables 2. Tracing and troubleshooting workflows
Topic 2: Deployment and Marketplace Publishing	25%	- Distribution and lifecycle management 1. Version upgrades and release management 2. Marketplace listings and publishing
Topic 3: Native Application Design and Creation	35%	- Application development workflow 1. Building and versioning applications 2. Application roles and privileges
Topic 4: Snowflake Native App Framework Overview	20%	- Native application concepts and architecture 1. Manifest files and setup scripts 2. Application packages and structure

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q272-Q277):

NEW QUESTION # 272
You are developing a Snowflake Native Application that processes sensitive customer dat a. You want to ensure that your application has undergone a thorough security review before it is listed on the Snowflake Marketplace. Which of the following steps are mandatory to ensure that your application meets Snowflake's security requirements for a secure native application?

A. Enforce multi-factor authentication for all users accessing the application.
B. Implement data masking policies on all sensitive data within the application.
C. Submit your application for Snowflake Native App Security Review by filling out the security review intake form with all the necessary documentation.
D. Obtain a third-party penetration test report for the application's code and infrastructure.
E. Ensure all sensitive data is encrypted at rest and in transit using Snowflake's built-in encryption features.

Answer: C

Explanation:
Submitting the application for Snowflake Native App Security Review is the core mandatory step. While options B, C, D, and E represent good security practices, the successful completion of the official security review process is a prerequisite to listing the application on the marketplace.

NEW QUESTION # 273
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. One large warehouse to handle both data loading and analytical queries, sharing resources to minimize costs.
B. One warehouse sized 'X-SMALL' for data loading and another sized URGE' for analytical queries.
C. Two warehouses: one with 'AUTO SUSPEND = 60' for data loading and another with 'AUTO SUSPEND = 3600' for analytical queries.
D. 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'.
E. Two warehouses: one dedicated to data loading, configured with to save costs and other warehouse for analytical queries.

Answer: D

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 # 274
You are designing a Snowflake Native Application that requires granular control over the privileges granted to different application roles. You want to follow the principle of least privilege. You have the following requirements: Application roles , and app_read_only'. What is the most effective strategy to implement this using definer's rights?

A. Grant all privileges on all application objects to the 'app_admin' role and rely on the consumer to manage privilege inheritance for other roles.
B. Create stored procedures owned by the application, with each stored procedure performing actions within the app. Grant OWNERSHIP on each stored procedure to the application admin. Consumers must then grant USAGE on these procedures to their desired roles.
C. Create stored procedures owned by the application, with each stored procedure explicitly granting the required privileges to the corresponding role. Consumers must then grant USAGE on these procedures to their desired roles.
D. Create separate schemas for each application role, placing objects with different privileges into these schemas. Then, grant the appropriate privileges on each schema to the corresponding application role.
E. Create views for each application role, granting SELECT privilege on the necessary tables to each view. Then, grant SELECT privilege on the appropriate view to each application role.

Answer: C

Explanation:
Using stored procedures owned by the application and using DEFINER's rights offers the most granular control and aligns with the least privilege principle. The application provider defines the privileges within the stored procedures. The consumer only needs to grant USAGE on the stored procedures. Creating views or separate schemas can work, but they add complexity. Granting all privileges to the 'app_admin' role is too permissive and doesn't adhere to the principle of least privilege.

NEW QUESTION # 275
A consumer wants to install a Snowflake Native App. They have already identified the app in the Snowflake Marketplace. After attempting to install the application, they receive an error stating 'Insufficient privileges to install application'. Which of the following steps are MOST likely required to resolve this issue? (Select Two)

A. The consumer's account administrator needs to grant the 'APPLY APPLICATION' privilege to the role used by the consumer attempting to install the application.
B. The consumer needs to have the 'CREATE APPLICATION PACKAGE privilege on the target account.
C. The application provider needs to grant the 'IMPORTED PRIVILEGES to the consumer account.
D. The consumer's account administrator needs to grant the 'CREATE APPLICATION' privilege to the role used by the consumer attempting to install the application.
E. The application provider needs to explicitly share the application package with the specific role the consumer is using for installation.

Answer: A,D

Explanation:
The 'APPLY APPLICATIONS privilege is required to install an application from the Snowflake Marketplace. The 'CREATE APPLICATION' privilege is needed to create the application object in the consumer account during installation. Option B is incorrect because 'IMPORTED PRIVILEGES is used by the provider to grant access. Option C is wrong because 'CREATE APPLICATION PACKAGE is for providers. Option E is incorrect; applications are shared via the marketplace.

NEW QUESTION # 276
You are troubleshooting a Snowflake Native Application installation that consistently fails with a cryptic error message: 'Internal Application Error: Check application logs for details'. You have access to the application's code package but are unsure how to effectively gather detailed logs and telemetry data from the running application. Which strategy would provide the MOST comprehensive and maintainable observability solution within the Snowflake Native App framework?

A. Leverage Snowflake's event tables and configure the application to emit custom events to these tables. Consumers can then subscribe to these events to monitor application behavior.
B. Rely solely on the error messages returned by Snowflake during application execution, as these are sufficient for identifying most installation issues.
C. Integrate a third-party logging framework (e.g., Log4j) into the application code and configure it to write logs to an external logging service accessible over the internet.
D. Implement calls within the application code to write log messages directly to a Snowflake table owned by the application provider. Consumers can then query this table to view logs.
E. Utilize the view to analyze query execution patterns and identify potential bottlenecks within the application's SQL code.

Answer: D

Explanation:
Option A is the most comprehensive and maintainable solution. 'SYSTEM$LOG' provides a native and secure mechanism for writing logs directly to a Snowflake table controlled by the application provider. This avoids the complexity and security risks of using external logging services (C) and provides structured, queryable log data within the Snowflake environment. B is helpful for performance, D is good, but not a native way. E relies on just error messages.

NEW QUESTION # 277
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