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Snowflake NAS-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Snowflake Native Applications Deployment	25%	- Build, version, and release native applications 1. Use data sharing for app interoperability 2. Use Snowflake's marketplace
Topic 2: Snowflake Native App Framework Overview	20%	- Understand Snowflake architecture, features, tools, and best practices 1. Data sharing and protection mechanisms 2. Account security and access management 3. Cloud-based computing and storage concepts
Topic 3: Snowflake Native Applications Installation and Testing	20%	- Install and test native applications 1. Validate application functionality and performance
Topic 4: 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

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q239-Q244):

NEW QUESTION # 239
A customer is attempting to install your Snowflake Native Application from the Snowflake Marketplace, but the installation fails. You need to troubleshoot the issue. Which of the following steps would provide the most direct and relevant information for diagnosing the cause of the installation failure?

A. Ask the customer to share their Snowflake account identifier to check internal logs.
B. Examine the application's code repository for any recent changes that might have introduced errors.
C. Review the Snowflake Marketplace listing details to ensure all required components and dependencies are accurately specified.
D. Query the view in the consumers account to retrieve detailed information about the installation attempt, including error messages and status codes.
E. Check the Snowflake system status page for any reported outages or incidents that might be affecting the Marketplace.

Answer: D

Explanation:
Option C directly addresses the problem. The 'SNOWFLAKE.MARKETPLACE.APPLICATION INSTALLATION HISTORY' view provides granular details about installation attempts, including specific error messages that can pinpoint the root cause. Option A checks application's code. Option B checks the marketplace listing. Option D can only confirm service issues, but not resolve customer issue. Option E asks the customers snowflake account identifier, this is not recommended approach.

NEW QUESTION # 240
A Snowflake Native App provider is troubleshooting an issue where consumer installations intermittently fail. The provider suspects that certain installation parameters are causing conflicts. The provider has implemented an event table to track installation attempts and errors. Which of the following SQL statements is the MOST effective way to identify the installation parameters that are most frequently associated with failed installations? Assume the event table is named "INSTALLATION EVENTS and contains columns 'INSTALLATION ID, 'STATUS' (success/failure), and PARAMETERS' (a VARIANT column storing a JSON object of installation parameters).

Answer: C

Explanation:
Option C uses 'LATERAL FLATTEN' to extract all the keys (parameter names) from the 'PARAMETERS' VARIANT column. It then groups by the ' KEY ' (parameter name) and orders by the count of failures. This provides the most frequent parameter names associated with failures. Option A is incorrect because it groups by the entire VARIANT object, which is unlikely to produce useful results. Option B attempts to use 'GET PATH' which requires knowing the specific path, and is not dynamic. Option D is incorrect because it assumes specific parameter names ('paraml', 'param2), which may not be known in advance or may vary. Option E counts values, not keys.

NEW QUESTION # 241
You are developing a Snowflake Native Application that leverages Snowflake Event Tables to log application events. You notice that while the application is successfully writing events to the event table, consumers are reporting that they cannot query the event table. Assume that you have successfully implemented the logging mechanism in your code and data is being logged. Consider the following manifest section:

Which of the following steps is MOST critical to resolve this issue and ensure consumers can query the event table?

A. Ensure that the consumer account has the 'MONITOR privilege on the application, as this is required to query event tables associated with native applications.
B. Verify that the application role defined in the application manifest has been granted the 'SELECT privilege on the event table within the provider account.
C. Grant the 'APPLY MASKING POLICY privilege to the application role on the event table to enable consumers to see masked data, and the REFERENCE_USAGE privilege on the database and schema that contains the event table.
D. The correct approach is not listed, as consumers cannot directly query event tables associated with Snowflake Native Applications for security reasons.
E. Confirm that the event table is explicitly listed in the 'shared_objects' section of the application manifest with the correct 'object_name', 'source_type' set to event_table', and 'privileges' including 'SELECT'.

Answer: E

Explanation:
The most critical step is to ensure that the event table is correctly configured in the application manifest under the 'shared_objectS section, with the 'source_type' defined as 'event_table' and the 'privileges' including ' SELECT. This explicitly tells Snowflake that the event table is intended to be shared with consumers and that they should have the 'SELECT privilege on it. Without this, consumers will not be able to query the event table, regardless of other privileges. Other options are either not relevant or do not address the root cause of the problem. Option A, option B and option D are all wrong, as they are not related to the root cause of the problem. Option E, is correct as it ensures masking policy is not a problem. The privileges are not relevant in this case.

NEW QUESTION # 242
A customer has installed your Snowflake Native Application, which utilizes a IJDF that performs complex calculations. The customer reports performance issues and sporadic errors. As the application provider, how can you BEST establish telemetry and observability to diagnose the problem, without compromising the customer's data security or privacy?

A. Instruct the customer to enable verbose logging in their Snowflake account and provide you with the log files for analysis.
B. Create a shared view on the UDF execution logs in the customer's account, granting you read-only access to the relevant information.
C. Utilize Snowflake's Query History to track the IJDF's performance in the customer's account and provide recommendations based on the observed query patterns.
D. Request direct access to the customer's Snowflake account to inspect the IJDF execution logs and query performance metrics.
E. Implement logging within the UDF to capture execution time, input parameters (anonymized), and error messages. Store this data in an Event Table within the application provider's account and expose aggregate statistics through a secure API endpoint for the consumer to monitor.

Answer: E

Explanation:
Option B provides a balanced approach to observability and security. By logging anonymized input parameters and execution time within the IJDF and storing the data in an Event Table in the application provider's account, you can analyze performance and identify errors without directly accessing the customer's sensitive data. Exposing aggregate statistics allows the customer to monitor the application's performance. The other options either compromise security or rely on the customer to provide data, which might not be feasible or secure.

NEW QUESTION # 243
You are developing a Snowflake Native Application that utilizes the 'APPLICATION ROLE' within a secure data sharing context. The application needs to perform different actions based on the role assigned to the user accessing the shared dat a. Consider the following code snippet in a stored procedure:

Which of the following modifications is necessary for the stored procedure to correctly utilize the 'APPLICATION ROLE and function as intended within the context of a Snowflake Native Application and a share?

A.
B. No modification is needed. The function will automatically return the active 'APPLICATION_ROLE' within the share.
C.
D.
E.

Answer: D

Explanation:
Option D is correct. The 'CURRENT ROLE()' function returns the primary role of the user, not necessarily the active 'APPLICATION_ROLE. To accurately determine the active , you must use The other options are not relevant to identifying the active application role. Calling SNOWFLAKE.PLATFORM INFO.GET APPLICATION ROLE() may provide some information, but it is preferable to call CURRENT_APPLICATION_ROLE().

NEW QUESTION # 244
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