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Snowflake NAS-C01 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Snowflake Native App Framework Overview20%- Native application concepts and architecture
  • 1. Application packages and structure
    • 2. Manifest files and setup scripts
      Topic 2: Installation, Testing and Troubleshooting20%- Validation and debugging
      • 1. Tracing and troubleshooting workflows
        • 2. Logging and event tables
          Topic 3: Native Application Design and Creation35%- Application development workflow
          • 1. Application roles and privileges
            • 2. Building and versioning applications
              Topic 4: Deployment and Marketplace Publishing25%- Distribution and lifecycle management
              • 1. Version upgrades and release management
                • 2. Marketplace listings and publishing

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                  Snowflake SnowPro Specialty - Native Apps Sample Questions (Q174-Q179):

                  NEW QUESTION # 174
                  You are troubleshooting an issue where a Snowflake Native Application's Scala UDF, 'process_data' , is sporadically failing with an 'OutOfMemoryError'. The UDF processes large XML files. You need to identify the cause and implement a solution. Which strategies are most appropriate for diagnosing and resolving this issue within the constraints of a Snowflake Native Application?

                  Answer: A,C

                  Explanation:
                  Options C and E are the most effective solutions. Streaming XML (C) avoids loading the entire file into memory. Breaking down files into chunks (E) reduces memory footprint per execution. Option A might temporarily alleviate the issue but doesn't address the underlying problem. Option B, Memory Profiler, can be complex to implement in Snowflake Native Apps due to limited tooling access. Option D can improve performance with caching, if applicable. However, that does not solve the memory issue for the initial load.


                  NEW QUESTION # 175
                  Consider the following scenario: You are tasked with designing a setup script for a Snowflake Native Application. This script needs to perform several tasks including creating a database role, granting privileges to the role, and creating a schem a. Your application also provides a configuration table that needs to be populated during the setup process. Which of the following set of statements are true regarding the order of operations and security best practices within the setup script? (Choose all that apply)

                  Answer: A,C,E

                  Explanation:
                  Option A is correct because creating the role first allows for immediate ownership and control over the newly created schema. Option B is correct as using the 'APPLICATIONS keyword when granting privileges is a key security best practice in Snowflake Native Apps. It allows for controlled access to the data within the Application. Option D is correct because idempotency ensures the setup process can be retried if interrupted without causing issues. Option C is incorrect because, While application configuration is important, object creation, like defining schemas and roles usually must preceed loading configuration, and depend on the existence of these core components. Option E is wrong since It should require minimal to zero manual intervension.


                  NEW QUESTION # 176
                  You are managing a Snowflake Native Application that provides data enrichment services. Over time, you've accumulated several application package versions: v1 .0 (initial release), v1.1 (bug fixes), v2.0 (new features and schema changes), and v2.1 (performance improvements for v2.0). Some consumers are still using v1 .0, while others have upgraded to v2.1. You need to retire v1.0 to reduce maintenance overhead. Which of the following actions and considerations are MOST important when deprecating vl .0? Select TWO that apply.

                  Answer: A,D

                  Explanation:
                  Options B and C are the most crucial. It's vital to communicate with consumers still using v1.0, providing ample notice and support for upgrading. Updating the Marketplace listing accurately reflects the application's supported versions. Option A without considering user base is not optimal. Option D forcing upgrades could lead to data loss if the user doesn't plan to upgrade. Option E is not practical to keep legacy versions forever. The optimal approach involves providing ample notice, migration support, and updating the application listing.


                  NEW QUESTION # 177
                  You are building a Snowflake Native Application that offers a data enrichment service. You want to automate the fulfillment of new customer trials. When a customer installs your application from the Marketplace, you want to automatically provision them with a limited dataset and compute resources for a 30-day trial period. Which of the following Snowflake features and implementation steps are essential for achieving this auto-fulfillment strategy? (Choose two)

                  Answer: A,E

                  Explanation:
                  Event Tables is the correct method for automatically trigger a stored procedure within the Native App to provision the trial environment. Resource Monitors is correct because Resource monitors in Snowflake allow you to control credit usage. Once the number of credits a Snowflake virtual warehouse (or the entire account) uses reaches a defined threshold, triggers can either send notifications or suspend the warehouse.


                  NEW QUESTION # 178
                  You are developing a Snowflake Native Application that provides data enrichment services. You want to offer tiered pricing based on the number of API calls made by consumers. Which of the following is the most effective approach to implement usage-based billing and track API call consumption within your application?

                  Answer: B

                  Explanation:
                  Option A is the most effective as it directly tracks API calls within the application. Resource monitors (B) only control compute costs, not API usage. System$METER functions (C) track storage, notAPl calls. Custom logs (D) introduce complexity and security concerns. Snowflake's events table is a good general approach (E), but requires enabling detailed logging, which has performance implications and might not be available in all accounts. A shared table with a UDF provides the most direct and controllable way to meter usage.


                  NEW QUESTION # 179
                  ......

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