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Snowflake NAS-C01 Exam Syllabus Topics:

Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. You are developing a Snowflake Native App. Your app needs to interact with the consumer's Snowflake account to retrieve dat a. You want to ensure that your app only has access to the necessary data and that the consumer can control the data access. Which of the following methods is the MOST secure and recommended way to achieve this?

A) Create a service account within the consumer's Snowflake account and grant the necessary privileges to this account.
B) Create a shared secret between the provider and consumer accounts and use this secret to authenticate API calls for data access.
C) Expose an API endpoint within the consumer's account that grants access to the data without any restriction.
D) Use a Snowflake account administrator role to execute all queries within the app.
E) Utilize Snowflake's secure data sharing feature combined with granular access control policies (row access policies, masking policies) within the provider's app, granting access to specific views or tables.

2. 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' within the Streamlit code, and then encode and decode it to the original string when the user invokes the Streamlit application.
B) Store 'config.json' in a table within your application's schema and grant the 'SELECT' privilege on the table to the consumer's role.
C) Store 'configjson' outside the application package and read it directly from an external stage at runtime.
D) 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.
E) Store 'config.json' in an internal stage and grant the 'READ' privilege on the stage to the consumer's role.

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) 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.
C) Include the required Python package in the application package as a zip file using the 'CREATE or REPLACE FUNCTION' command with the 'imports' clause.
D) Create a stage and upload the python package(s). Then in the Python UDF code, reference the python package from the stage.
E) Specify the Python package as a dependency in the application's setup script using a install command.

4. You are designing a Snowflake Native App that processes sensitive customer dat a. To comply with data residency requirements, you need to ensure the application processes data exclusively within the consumer's Snowflake account and does not transmit data outside.
Which features of the Snowflake Native App Framework support this requirement? (Select all that apply)

A) Stored Procedures: Allows the application to execute custom logic within the consumer's Snowflake environment, processing data locally.
B) Application Packages: Package the entire application including code and configuration, ensuring data locality and not data transfer outside environment
C) Snowflake Marketplace: Provides a secure and governed platform for distributing the application without requiring direct access to the consumer's account.
D) External Functions: Enables the application to call external services for data processing and enrichment, ensuring all data remains within the Snowflake environment.
E) Secure Data Sharing: Allows the application to access data directly within the consumer's account without copying or moving it.

5. A Snowflake Native App developer is designing the upgrade process for their application. They need to ensure that data stored in the application's managed tables is preserved during the upgrade and that the application remains functional throughout the upgrade process. Which of the following strategies should the developer implement to achieve these goals? (Select TWO)

A) Before upgrading, unload all data from the application's tables to cloud storage, and then reload the data into the new version after the upgrade is complete.
B) Utilize Snowflake's data sharing capabilities to create a read-only replica of the application's data for the new version to access during the upgrade.
C) Use the 'DROP TABLE command with the 'CASCADE' option to remove all tables and views before deploying the new version of the application.
D) Design the application's data model to be backward-compatible, allowing the new version to read and write data in the format used by previous versions. Use 'ALTER TABLE to add new columns or modify existing ones without breaking existing functionality.
E) Implement a versioning system for the application's metadata using the ' APPLICATION VERSION' construct, ensuring that the new version can handle data from previous versions.

Solutions: