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Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. You're developing a Snowflake Native Application that requires frequent updates to its core logic. You need to implement a deployment strategy that minimizes downtime and allows for easy rollback in case of issues. Which combination of deployment techniques would BEST achieve this goal when deploying updates to your Snowflake Native App? (Choose two)

A) Utilize zero-copy cloning to create a staging environment of your application, deploy the new version to the clone, and then swap the clone with the production environment for near-instant deployment.
B) Implement canary deployments by gradually rolling out the new version to a small subset of consumers, monitoring performance, and then expanding the rollout if no issues are detected.
C) Deploy the updated application directly to the production environment during off-peak hours, relying on thorough testing in a pre-production environment to minimize risks.
D) Use the ALTER APPLICATION' command with the 'FORCE option to immediately replace the existing application with the new version, ignoring any potential compatibility issues.
E) Implement a blue/green deployment strategy, maintaining two identical environments. Deploy the update to the 'blue' environment, test, and then switch traffic from 'green' to 'blue'. If issues arise, switch back to 'green'.

2. You are developing a Snowflake Native Application that provides data transformation services. You want to provide example SQL scripts to consumers within the application package to showcase how to use the application's functions. Where should these example scripts be stored to ensure they are accessible to consumers upon installation?

A) Store the example SQL scripts in an external stage (e.g., AWS S3) and provide instructions to the consumer to load them.
B) Store the example SQL scripts as files within the application package itself (e.g., in a 'scripts' directory) and use relative paths to access them from within the application code.
C) Store the example SQL scripts in a separate stage within the provider account and grant USAGE on the stage to the application role.
D) Embed the example SQL scripts directly as string literals within the setup script.
E) Store the example SQL scripts in a table within the application database and provide a view to access them.

3. You're developing a Snowflake Native App with a Streamlit I-Jl. The app needs to read configuration data from a file named within your application package. The file contains sensitive information, and you want to ensure it's only accessible by your application's code and not directly readable by the consumer. What steps would you take to accomplish this?

A) Store 'config.json' in an internal stage and grant the 'READ' privilege on the stage to the consumer's role.
B) Store 'config.json' within the application package and read it using Python code within a stored procedure. Grant appropriate privileges on the stored procedure, but not on the 'config.json' file or the internal stage.
C) Store 'config.json' in a table within your application's schema and grant the 'SELECT' privilege on the table to the consumer's role.
D) Store 'configjson' outside the application package and read it directly from an external stage at runtime.
E) Store 'config.json' within the Streamlit code, and then encode and decode it to the original string when the user invokes the Streamlit application.

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

5. You are developing a Snowflake Native Application that uses a UDF (User-Defined Function) to process dat a. The UDF needs to be updated with new logic to handle a specific edge case. You want to ensure a smooth transition for existing consumers of your application. Which of the following strategies should you consider to avoid breaking changes? (Select TWO)

A) Remove the existing UDF and provide instructions for consumers to recreate it with the new logic.
B) Modify the existing UDF in place and notify consumers about the change after deployment.
C) Package new version and then call patch method.
D) Create a new UDF with a different name, implement the new logic, and update the application to use the new UDF, while keeping the old UDF for backward compatibility.
E) Implement versioning within the existing UDF to handle the new logic based on a version parameter passed by the consumer.

Solutions: