Snowflake SnowPro Core Certification NAS-C01

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Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. You have listed a Snowflake Native Application on the Marketplace. Several customers have installed your application and are actively using it. You discover a critical bug that requires an immediate fix. What is the MOST effective approach to deploy this fix to all existing installations of your application with minimal disruption to the consumers?

A) Update the listing on the Marketplace with the corrected version of the application. Snowflake will automatically push the update to all consumers during their next maintenance window.
B) Create a new version of the application package with the fix. Then send a notification to all consumers with instructions on how to manually upgrade their applications to the new version.
C) Unlist the current application version from the Marketplace and relist the new, corrected version. This will force consumers to reinstall the application.
D) Use the 'ALTER APPLICATION ... UPGRADE' command in the provider account to forcibly upgrade all consumer installations to the latest version.
E) Create a new version of the application package with the fix. Consumers will be notified of the available update and can choose when to upgrade.

2. You are designing a Snowflake Native App that relies on a specific version of a shared library. You want to ensure that your application continues to function correctly even if the provider of the shared library releases a new, incompatible version. How can you achieve version isolation for your application's dependencies within the Snowflake Native App Framework?

A) Implement a custom version compatibility check within your application code to gracefully handle potential incompatibilities with newer versions of the shared library.
B) Utilize the ' feature to directly link your application to a specific version of the shared library hosted in an external repository.
C) Leverage Snowflake's dependency management system to specify a version range for the shared library in your application's setup script.
D) Package the required version of the shared library directly within your application's code bundle, ensuring it is isolated from any external updates.
E) Utilize Snowflake's 'API_INTEGRATION' to create endpoint where you have version control for the shared library.

3. A Snowflake Native Application provider is deploying their application in multiple regions (AWS US-East-l and AWS EU-Central-l). The application relies on external functions that interact with a third-party API. The provider wants to optimize for both latency and cost while ensuring high availability. Which of the following strategies represents the MOST effective approach for configuring and deploying these external functions to meet these requirements? Select two.

A) Create a single external function that uses a conditional statement to route requests to different API endpoints based on the Snowflake region where the function is being called. This approach reduces management overhead.
B) Deploy separate external functions in each region, pointing to API endpoints hosted in the respective regions. Configure each external function with the same security integration to simplify access management.
C) Configure a global load balancer in front of the third-party API endpoints and point all external functions to the load balancer's endpoint. This allows the load balancer to route requests to the closest available API endpoint.
D) Utilize Snowflake's cross-region replication feature to automatically replicate the external functions between regions. This ensures that the functions are always available in both regions.
E) Host the external function code directly within the Snowflake application package and leverage Snowflake's serverless compute to execute the function logic without relying on external APIs.

4. A data analytics company, 'Data Insights Pro', develops a Snowflake Native Application that provides advanced data visualizations. They want to publish this application on the Snowflake Marketplace as a public listing. Which of the following steps are required in addition to the standard application creation and packaging, specifically focusing on the public listing aspects? Assume the necessary roles and privileges are already granted.

A) Submit the application package to Snowflake for security and compliance review before making it available on the Marketplace.
B) Implement robust application usage monitoring and metering to ensure accurate billing if a commercial model is used.
C) Create a detailed listing description, including features, benefits, and example use cases, and define the support channels.
D) Ensure that the application is compatible with all Snowflake regions before publishing to a public listing.
E) Define a pricing model using Snowflake's monetization features and configure the listing visibility to 'Public'.

5. You are setting up an external stage to host your Snowflake Native Application Package on AWS S3. You've created an IAM role and Snowflake integration. However, when you try to create the application package with 'EXTERNAL STAGE , you receive an error indicating that Snowflake cannot access the S3 bucket. Which of the following could be the potential causes and solutions?

A) The SNOWFLAKE DEPLOYMENT role is not granted access to the Integration object. Solution: Grant USAGE privilege on the Integration to the SNOWFLAKE DEPLOYMENT role.
B) The external stage URL is incorrect. Solution: Ensure the URL provided in the 'CREATE APPLICATION PACKAGE EXTERNAL STAGE command is the correct S3 bucket URL.
C) The S3 bucket policy does not allow access from the Snowflake AWS account. Solution: Update the bucket policy to explicitly allow access from the Snowflake AWS account, using the IAM role's principal.
D) The Snowflake integration object is not correctly configured with the IAM role ARN. Solution: Verify the parameter in the integration object matches the IAM role ARN.
E) The IAM role does not have sufficient permissions to access the S3 bucket. Solution: Update the IAM role's policy to grant 's3:GetObject' and 's3:ListBuckeV permissions on the bucket.

Solutions: