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Snowflake NAS-C01 Exam Syllabus Topics:

Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. You are designing a Snowflake Native App that needs to store temporary state information specific to each consumer account. This state information should not be directly accessible to the consumer but must be persistent across application sessions. Which of the following approaches are valid and recommended for storing this data?

A) Store the state information in a private schema within the application package, ensuring that consumers do not have direct access.
B) Utilize internal stages within the application package to store the state data as files.
C) Use external stages connected to a provider controlled AWS S3 bucket or similar.
D) Create secured views that expose the state data but control access through application roles.
E) Create a public schema in the application package and store the state information in tables within that schema. Grant SELECT access to the consumer's account on these tables.

2. You are tasked with publishing a Snowflake Native Application to the Snowflake Marketplace. Your application relies on specific external packages available through Anacond a. You've already built your application and are preparing to create the listing. Which steps are NECESSARY to ensure that consumer accounts can successfully install and use your application, considering external package dependencies?

A) Explicitly import all required external packages within the application's setup script using 'import
B) Distribute the packages directly as part of the application code. This avoids external dependencies.
C) Consumers are automatically prompted to install any missing external packages upon installing the application; no specific action is required during listing creation.
D) When creating the Snowflake Marketplace listing, specify the required external packages under the 'External Packages' section using the fully qualified package name (e.g., 'snowflake.ml.modeling').
E) Include a 'requirements.txt file within your application package listing all required Python packages and their versions.

3. You are developing a Snowflake Native Application that uses a custom Python handler to perform data transformations. This handler requires access to a third-party Python package not included in the standard Anaconda environment provided by Snowflake. To ensure the application functions correctly on consumer accounts, what steps must you take? (Select all that apply)

A) Instruct consumers to manually install the necessary Python package using 'pip install' in a Snowflake Snowpark Python worksheet after installing the application.
B) Include the required Python package in the application package as a zip file using the 'CREATE or REPLACE FUNCTION' command with the 'imports' clause.
C) Use the SALTER FUNCTION' command after installation on the consumer's account to add the required Python package to the function definition. This option is not possible.
D) Specify the Python package as a dependency in the application's setup script using a install command.
E) Create a stage and upload the python package(s). Then in the Python UDF code, reference the python package from the stage.

4. A Native Application developer is creating a data product to be sold on the Snowflake Marketplace. The application needs read access to a shared database called 'RETAIL DATA'. The application logic includes a function that reads a lookup table, 'PRODUCT CATEGORIES', within this shared database. Which sequence of actions, executed by the application provider, ensures the application can access this table at installation time and after updates, following least privilege principles?

A) Grant USAGE on ' RETAIL_DATX to the application role during the application's setup script. Do not grant 'IMPORTED PRIVILEGES' on the database.
B) Grant 'SELECT on to the application role during the application's setup script. Do not grant 'IMPORTED PRIVILEGES' on the database.
C) Grant 'IMPORTED PRIVILEGES' on 'RETAIL DATA to the application role. Rely on the consumer to grant 'SELECT access to tables within 'RETAIL DATA' to the application role.
D) Grant 'IMPORTED PRIVILEGES' on to the application role. Grant 'SELECT on to the application role during the application's setup script.
E) Grant 'IMPORTED PRIVILEGES' on 'RETAIL DATA' to the application role. The application setup script should also GRANT USAGE on database RETAIL_DATA and then GRANT SELECT on to the application role.

5. You are developing a Snowflake Native App that performs data transformations. The core logic is implemented in a series of stored procedures. You need to implement versioning for your app to allow for future updates and rollbacks. Which of the following steps are REQUIRED to properly implement versioning for a Snowflake Native App?

A) Create a separate branch in your version control system for each version of the app.
B) Increment the 'version' attribute in the 'MANIFEST.yml' file for each new release.
C) Use the 'ALTER APPLICATION' command to update the app's version in the consumer's account.
D) Tag each release in your version control system with the corresponding version number.
E) Update the 'version' attribute in the 'setup.sqr file, if one exists.

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