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Snowflake NAS-C01 Exam Syllabus Topics:

SectionWeightObjectives
Snowflake Native Applications Installation and Testing20%- Install and test native applications
  • 1. Validate application functionality and performance
Snowflake Native App Framework Overview20%- 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
Snowflake Native Applications Design and Creation35%- Create and manage billing events and cost monitoring techniques
  • 1. Formulate Snowflake native application workflows and procedures
- Apply Snowflake best practices while building native application workloads
  • 1. Build, distribute, and monetize apps in Snowflake
  • 2. Design scalable applications
Snowflake Native Applications Deployment25%- Build, version, and release native applications
  • 1. Use Snowflake's marketplace
  • 2. Use data sharing for app interoperability

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q115-Q120):

NEW QUESTION # 115
You are managing versions of a Snowflake Native App that persists data to tables within the consumer's account. You want to provide consumers with the ability to rollback to a previous version of the application without losing dat a. Which combination of Snowflake features and practices would best support this requirement?

Answer: A,E

Explanation:
Combining Time Travel with automated scripts (D) gives consumers a simple process and maintains data integrity. The backup and restore mechanism (B) adds an extra layer of protection, and could potentially allow for longer retention than the standard Time Travel configuration. (A) places too much burden on the consumer. (C) is too complex. (E) is not user friendly and prone to errors. Implementing scripts to manage time travel on the consumers' data warehouse is more effective than relying on them to do it themselves.


NEW QUESTION # 116
You are designing a Snowflake Native App that processes sensitive customer dat a. To comply with data residency requirements, you need to ensure the application processes data exclusively within the consumer's Snowflake account and does not transmit data outside.
Which features of the Snowflake Native App Framework support this requirement? (Select all that apply)

Answer: A,B,C

Explanation:
The correct answers are A, D and E. Secure Data Sharing enables direct access to data without movement. Stored Procedures execute logic within the consumer's environment. Application packages ensures everything within the consumer's environment. External Functions (B) inherently involve sending data outside of Snowflake, violating the residency requirement. Snowflake Marketplace (C) is about distribution and governance, not data processing location.


NEW QUESTION # 117
You are preparing a Snowflake Native Application for its initial release. You have a 'setup.sqP file that creates necessary tables and roles. You are also planning for future updates. Which of the following practices will BEST ensure smooth, version-upgrade compatible deployments for your application's consumers?

Answer: C,D,E

Explanation:
Options B, D, and E will BEST ensure smooth, version-upgrade compatible deployments: Option B: A consistent naming convention and clear documentation of breaking changes enable consumers to understand the impact of updates and adjust their applications accordingly. Option D: Encapsulating schema changes and data migrations within idempotent stored procedures ensures that 'setup.sqr can be run multiple times without causing unintended side effects. This is crucial for handling failed upgrades or re-deployments. Option E: Detailed comments within setup.sqr make the script easier to understand and maintain, both for the application developer and for consumers who may need to troubleshoot or customize the application. Option A is good practice but 'CREATE OR REPLACE TABLE is appropriate for views and functions. Option C is generally a bad practice, as it can lead to data loss or disruption if not handled carefully.


NEW QUESTION # 118
A Snowflake Native Application, leveraging Snowpark Container Services (SPCS), is designed to perform complex data transformations on data residing within the customer's Snowflake account. The transformations require significant computational resources, and the container occasionally encounters resource constraints, leading to performance degradation. Which of the following strategies can you employ to optimize resource utilization and ensure the container runs efficiently within the customer's SPCS environment?

Answer: A,B,E

Explanation:
Options B, D, and E are all effective strategies. Option B reduces the container's resource footprint. Option D offloads the resource- intensive transformations to Snowflake's native engine. Option E increases the resource allocation for the container, and setting limits ensures containers cannot monopolize resources. Option A does not directly control container resources. Option C is valid but, the provider should consider how the consumer would set replicas, as typically, the provider should have no control over customer resources.


NEW QUESTION # 119
After publishing your Snowflake Native Application on the Marketplace, you discover that a critical security vulnerability has been identified in a third-party library included in your application package. You need to quickly address this issue and push an updated version to your consumers. What is the recommended sequence of steps to remediate this vulnerability with minimal disruption to your users?

Answer: D

Explanation:
The recommended approach prioritizes a swift update with minimal disruption. Developing and testing a new version, publishing it, deprecating the old version, and then announcing it ensures continuous availability. Unlisting (D) or immediately deprecating (A) the application causes disruption. Patches (B) are not the standard procedure for Native Apps. A private listing (C) adds unnecessary complexity in this urgent scenario.


NEW QUESTION # 120
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