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Snowflake NAS-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Application Design & Creation	35%	- Security and access control - Native App Framework architecture - Manifest files and configuration - Setup scripts and application logic - Application packages and objects
Application Installation & Testing	20%	- Installation procedures and dependencies - Provider and consumer workflows - Testing strategies and validation - Debugging and troubleshooting
Advanced Features & Management	20%	- Integration with Snowpark and external services - Event logging and telemetry - Billing events and cost monitoring - Governance and compliance
Application Deployment & Distribution	25%	- Publishing to Snowflake Marketplace - Versioning and release management - Listing types and monetization - Upgrades and lifecycle management

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q326-Q331):

NEW QUESTION # 326
A Snowflake Native Application developer is deploying a Snowpark Container Services service. The 'service.yamr file includes the following configuration snippet for defining the service's endpoint:

A. Configure the container application itself to handle TLS termination using a self-signed certificate. No changes are required in the 'service.yaml' file.
B. Add a TLS certificate and key to the Kubernetes Secret referenced by the 'tls' field in the Ingress configuration. Also, update the port configuration to reflect port 443.
C. Set 'useTls' to true under ports specification. No changes are required to the 'service.yaml' file.
D.
E. Update the port configuration to use port 443 and set the protocol to 'TLS'. Snowflake automatically handles TLS termination for SPCS services on port 443.

Answer: E

Explanation:
Snowflake manages TLS termination for SPCS services on port 443, which simplifies the configuration. By updating the port configuration to use port 443 and setting the protocol to 'TCP' (since Snowflake handles TLS termination), the service will correctly handle HTTPS requests. The snippet needed to be updated is

.Option B (Kubernetes Secrets) refers to details more for standard Kubernetes outside SNOW.Option D is not Snowflake best practice.Option A (code snippet) is incomplete and confusing.

NEW QUESTION # 327
You are designing a Snowflake Native Application that utilizes Snowpark Container Services to provide a data enrichment service for customer dat a. This service requires the application to securely store and manage API keys and other sensitive configuration data. Which of the following methods offers the MOST secure and compliant approach for managing these secrets within the context of a Snowflake Native Application deployed in the customer's environment?

A. Storing the API keys directly within the container's environment variables during the container build process.
B. Hardcoding the API keys within the application's source code. The source code is obfuscated to make it difficult to extract the keys.
C. Encrypting the API keys using a symmetric key and storing them in a Snowflake table. The container retrieves and decrypts the keys at runtime.
D. Storing the API keys in an external key management system (KMS) and granting the container access to the KMS using its assigned service account.
E. Leveraging Snowflake secrets to securely store and manage the API keys. The container retrieves the secrets at runtime using the Snowflake API or Snowpark.

Answer: E

Explanation:
Option C is the most secure and compliant approach. Snowflake secrets provide a secure and managed way to store and manage sensitive data within the Snowflake environment. The container can retrieve the secrets at runtime using the Snowflake API or Snowpark, without exposing the keys directly in the container image or environment variables. Option A is insecure. Option B requires key management. Option D is complex and depends on external systems. Option E is highly insecure.

NEW QUESTION # 328
You are developing a Snowflake Native App that processes sensitive customer dat a. Your app needs to access data from a table owned by the consumer and write transformed data back to another table also owned by the consumer. To ensure data privacy and security, you decide to use a secure view for accessing the customer data and a stored procedure for writing the transformed data.
However, you are facing issues with privilege escalation when the stored procedure tries to access the secure view. The stored procedure is defined with the 'EXECUTE AS CALLER clause. Which of the following steps can you take to mitigate this privilege escalation issue and ensure secure data access?

A. Grant the 'EXECUTE MANAGED TASK' privilege to the application role. Change the stored procedure to run with the 'EXECUTE AS OWNER clause. Ensure consumer grants 'IMPORTED PRIVILEGES' on their database to your application.
B. Grant the 'APPLY MASKING POLICY privilege on the customer data table to the application role. Define masking policies on the sensitive columns of the customer data table.
C. Revoke the 'SELECT privilege on the secure view from the application role. Grant the 'SELECT' privilege on the secure view directly to the stored procedure using the 'GRANT ... TO PROCEDURE syntax.
D. Change the stored procedure to run with the 'EXECUTE AS OWNER clause. Ensure the consumer grants 'IMPORTED PRIVILEGES' on their database to your application. Create a database role owned by the application and grant USAGE on database to it and SELECT on secure view to the database role.
E. Change the stored procedure to run with the 'EXECUTE AS OWNER clause. Ensure the consumer grants 'IMPORTED PRIVILEGES' on their database to your application. Create a database role owned by the application and grant USAGE on database to it and SELECT on secure view to the database role. Also, grant the consumer database ownership to the application.

Answer: D

Explanation:
When using ' EXECUTE AS CALLER , the stored procedure executes with the privileges of the user calling it, which can lead to privilege escalation. To avoid this, switch to 'EXECUTE AS OWNER , which runs the procedure with the privileges of the procedure's owner (the application). Consumers granting 'IMPORTED PRIVILEGES' allows the application to access database objects. A database role owned by the application ensures consistent privileges, and granting USAGE on the database and SELECT on the secure view to this role provides the necessary access. The app should not get OWNERSHIP of the CONSUMER Database.

NEW QUESTION # 329
You are developing a Snowflake Native Application and need to track changes made to the application code across different versions. You want to leverage Snowflake's built-in capabilities for version control and auditing. Which of the following approaches is the MOST suitable and efficient for achieving this?

A. Utilize Snowflake's Information Schema views (e.g., 'INFORMATION_SCHEMA.PROCEDURES, 'INFORMATION SCHEMA.FUNCTIONS) in conjunction with Time Travel to query historical metadata and code definitions.
B. Use Snowflake's Time Travel feature to query historical versions of application code objects (e.g., stored procedures, UDFs) and compare differences between versions.
C. Manually maintain a change log in a separate Snowflake table, documenting each code modification with associated version numbers and timestamps.
D. Integrate with an external version control system (e.g., Git) and store application code and deployment scripts in the repository. Use CI/CD pipelines to manage deployments to Snowflake.
E. Use Snowflake's Streams feature to capture changes made to application code objects and store them in a separate change table for auditing.

Answer: A

Explanation:
Option E is the most suitable and efficient solution. Combining Snowflake's Information Schema views with Time Travel provides a comprehensive and native way to track changes to application code objects. The Information Schema provides metadata about database objects, and Time Travel allows you to query historical versions of those objects. This approach leverages Snowflake's built-in capabilities without requiring external tools or manual change logging. Options A and B requires extra configuration of the whole process. Option C while feasible, Time Travel has to be enabled on each component, which makes option E superior. Option D is designed for data and not code auditing.

NEW QUESTION # 330
Your team is building a Snowflake Native App that uses a UDF (User-Defined Function) for data enrichment. The UDF needs to access an external API key. Which of the following approaches are valid and secure methods for providing the API key to the UDF within the Native App framework?

A. Store the API key directly in the UDF's code.
B. Use a secure parameter in the MANIFEST.yml and access it within the UDF.
C. Pass the API key as a parameter to the UDF when it's called.
D. Store the API key in a database table within the consumer's account and grant the UDF access to that table.
E. Store the API key using Snowflake's Secret Management feature and grant the UDF access to the secret.

Answer: B,E

Explanation:
Storing the API key directly in the UDF's code (A) is highly insecure. Passing it as a parameter (B) exposes the key. Storing the API Key in consumer Account (D) can be done, but its not ideal as it asks to store the API Key outside of the Native APP Package by consumer. Using a secure parameter in the MANIFEST.yml (C) is a secure way to provide configuration values to the app. Storing the API Key with Snowflake Secret Management (E) is another secure method, allowing to store secrets encrypted and control access. So, options C and E are the valid and MOST secure methods.

NEW QUESTION # 331
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