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Snowflake NAS-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Installation, Testing and Troubleshooting	20%	- Validation and debugging 1. Logging and event tables 2. Tracing and troubleshooting workflows
Deployment and Marketplace Publishing	25%	- Distribution and lifecycle management 1. Marketplace listings and publishing 2. Version upgrades and release management
Native Application Design and Creation	35%	- Application development workflow 1. Building and versioning applications 2. Application roles and privileges
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 (Q369-Q374):

NEW QUESTION # 369
You are responsible for deploying a Snowflake Native Application that processes sensitive financial dat a. Your team is concerned about data leakage and unauthorized access. Which of the following security measures should you implement to mitigate these risks and comply with Snowflake Marketplace best practices? (Select THREE)

A. Disable network policies on the application container to allow unrestricted access to external resources.
B. Implement Role-Based Access Control (RBAC) within the application, granting only the necessary privileges to each role.
C. Grant the APPLICATION ROLE access to all tables within the consumer's Snowflake account.
D. Implement Dynamic Data Masking on sensitive columns within the application's data container.
E. Use Snowflake Secrets to securely store and manage any API keys or credentials required by the application.

Answer: B,D,E

Explanation:
Dynamic Data Masking protects sensitive data from unauthorized users. Snowflake Secrets prevent hardcoding credentials in the application code. RBAC ensures that users only have the necessary privileges. Granting access to all tables (Option B) is a major security risk. Disabling network policies (Option D) increases the attack surface.

NEW QUESTION # 370
You are building a Snowflake Native Application that needs to store configuration data within the application package. This configuration data needs to be accessible by all components of the application, but should not be directly exposed to the consumer. What is the RECOMMENDED approach to securely store and access this configuration data?

A. Store the configuration in a file within the application package and load it into a temporary table during application initialization. Only grant access to the application role.
B. Store the configuration data as environment variables within the application's setup script.
C. Store the configuration data in a JSON file within a stage in the provider account and grant the application role USAGE privilege to the stage.
D. Store the configuration data in a dedicated table within the application database and grant SELECT privilege only to the application role.
E. Encrypt the configuration data and store it in a named internal stage within the application package. Create a UDF within the application to decrypt and retrieve the data when needed.

Answer: E

Explanation:
Encrypting the configuration data and storing it in a named internal stage (Option D) provides the highest level of security. The encryption ensures that the data is protected even if the application package is compromised. The UDF allows controlled access to the decrypted data within the application, preventing direct exposure to the consumer. Option A exposes data outside of the application, option B provides more access then needed. Options C and E are not appropriate. Option C is volatile, option E stores data outside of the install package.

NEW QUESTION # 371
A Native App provider wants to implement comprehensive monitoring of their application's behavior within consumer accounts. They decide to use Event Tables to capture various application events. Which of the following strategies is the MOST appropriate for designing and managing Event Tables for this purpose? Select ALL that apply.

A. Create separate Event Tables for each distinct event type, with columns tailored to the specific data associated with each event.
B. Use a centralized Event Table that is shared across all consumer accounts to simplify data aggregation and analysis.
C. Create a single, generic Event Table with a VARIANT column for event-specific data to accommodate all event types.
D. Utilize dynamic table creation based on the type of event being recorded, ensuring optimal storage and query performance for each event type. Dynamic table creation is managed programmatically.
E. Implement a data retention policy to automatically purge older events from the Event Tables, minimizing storage costs and improving query performance.

Answer: A,D,E

Explanation:
Option B is correct because creating separate Event Tables tailored to specific event types allows for better data organization, efficient querying, and optimized storage. Option D is correct because implementing a data retention policy is crucial for managing the size of Event Tables and preventing excessive storage costs. Option E is correct, using dynamic table creation based on event type optimizes both storage and query execution by having a dedicated table structure for each type of event. Option A, using a single generic table with a VARIANT column, can lead to inefficient querying and difficulties in data analysis. Option C is generally incorrect; Event Tables are typically scoped to the application instance within each consumer account for security and data isolation reasons. Sharing a centralized table across all consumer accounts would raise significant security and governance concerns.

NEW QUESTION # 372
You are developing a Snowflake Native App that requires specific database privileges to be granted to the application role during installation. Which sections of the 'manifest.yml' file are primarily responsible for defining these required privileges, and how does Snowflake interpret and enforce them during the installation process?

A. The 'setup.script' section defines the privileges needed. The application setup code must explicitly grant these privileges using 'GRANT statements to a specific application role. Snowflake does not automatically grant any privileges, so you have full control over permission management.
B. The 'application.initial_version.artifacts' section is used to define the privileges. Snowflake parses this section to identify required privileges and grants them dynamically to the application role whenever a function or procedure is called that requires them.
C. A combination of the 'application.initial_version.privileges' and 'setup.script' sections. 'application.initial_version.privileges' defines initial static privileges, while 'setup.script' can grant additional privileges dynamically during installation if needed. Snowflake ensures that all specified privileges are granted before the application is fully operational.
D. The 'application.initial_version.parameters' section. While parameters can control behavior, they do not define or manage privileges. Privileges must be manually configured by the consumer post-installation.
E. The 'application.initial_version.privileges' section defines the privileges needed. Snowflake automatically grants these privileges to the application role defined in 'application.initial_version.role' before the setup script runs. This ensures the application has the necessary permissions to create objects and execute code within the consumer's account.

Answer: C

Explanation:
The correct answer is D. The 'application.initial_version.privileges' section is used to define static privileges that the application role should have from the start. The 'setup.script' allows for more dynamic privilege granting, enabling the application to adjust permissions based on the consumer's environment or configuration. Snowflake ensures these privileges are in place to enable the application to function correctly.

NEW QUESTION # 373
You are developing a Snowflake Native Application that processes financial transactions. You want to implement a robust version management strategy. You have created versions 'v1_0', 'V1 _ 1', and 'v2 Version has a critical bug fix and needs to be prioritized for immediate deployment to specific consumer accounts that reported issues, while contains significant feature enhancements and is undergoing phased rollout. What is the most efficient and secure way to manage these releases in Snowflake?

A. Option E
B. Option A
C. Option D
D. Option C
E. Option B

Answer: B

Explanation:
Option A is the most efficient. Granting 'I-JSAGES on specific versions directly controls which version each consumer account accesses. This avoids the overhead of deploying multiple application packages and doesn't require complex data manipulation within the application itself. Options B is inefficient and resource intensive. Option C will only effect the new installation, and we already has consumers that need the bug fixed on the old version. Option D is complex and requires custom code which can lead to errors. Option E is viable but the patch command is suited for more than just bug fixes, using the version grants are the best method for this case.

NEW QUESTION # 374
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