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Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. You are developing a Snowflake Native App that utilizes Streamlit for its user interface. You want to control the app's behavior based on whether it's running in a development environment within your provider account or in a consumer account after installation. Which of the following methods can you use within your 'streamlit.py' to determine the current execution context (Provider vs. Consumer) reliably?

A) Examine the session context function 'CURRENT ACCOUNT()' function and compare it with the provider account identifier, if matches then it is a provider. It is the best method.
B) Query the view. Presence in this view indicates a provider environment.
C) Read an environment variable set during the application installation process by the consumer.
D) Use which is a function specifically designed to check if the app is running in a consumer account.

2. You are packaging a Snowflake Native App that includes Python code and several supporting data files (e.g., configuration files, sample datasets). What are the correct steps to upload these files to a stage for inclusion in your application package, and how do you ensure the Python code is correctly referenced?

A) Use 'snowcli' to create and manage stages. Structure the application directory appropriately, listing Python code and data files in 'manifest.yml' for correct packaging.
B) Upload the Python code directly to a Snowflake UDF using the web interface. Upload the data files to an external stage accessible via a URL, and reference them in the application code.
C) Employ the Snowflake JDBC driver to programmatically upload the files to an internal stage. Update the setup.py file to install the Python dependencies and reference the data files as resources.
D) Use the Snowflake web interface to upload all files to an internal stage. Reference the Python code within the setup.py file using relative paths.
E) Use the 'snowcli' command-line tool to upload the files to a stage. In the setup.py file, ensure that the Python code is referenced correctly, and the data files are listed as package data.

3. A consumer reports that they are unable to query a table 'SECURE DATA' provided by your Snowflake Native Application, even though they have been granted the necessary 'SELECT' privilege on the application database role. When troubleshooting, you observe the following:

A) The table 'SECURE DATA has row access policies applied that restrict access based on the consumer's user attributes. Verify the policies and adjust them if necessary.
B) The table 'SECURE_DATA' is protected by a data governance firewall rule in the provider account, blocking the consumer from accessing data that violates the rules set within the firewall. Review and update the firewall rules to allow this specific query pattern from the consumer.
C) The consumer is attempting to query the table using a warehouse that is too small to handle the data volume. Advise the consumer to increase their warehouse size.
D) The consumer's query is attempting to access columns that are masked using dynamic data masking policies, and the consumer's role lacks the 'APPLY MASKING POLICY privilege. Revoke the masking policy.
E) The table 'SECURE_DATX is a secure view referencing other tables, and the consumer lacks the 'IMPORTED PRIVILEGES' grant on the application package or appropriate database roles to access the underlying objects. Grant the 'IMPORTED PRIVILEGES' on the application package.

4. You are designing the 'privileges.sqr file for a Snowflake Native App. The app requires the ability to create and manage internal stages within the consumer's account to store temporary dat a. Which of the following SQL statements in 'privileges.sqr would correctly grant the necessary privileges to the application role (assuming the application role is named 'APP ROLE)?

A)

B)

C)

D)

E)

5. You are developing a Snowflake Native Application that requires secure access to external services for data enrichment. You choose to implement an External Function with API Integration. Which of the following security best practices are MOST important to implement when configuring the API Integration and the External Function to minimize security risks?

A) Configure 'AWS IAM ROLE ARNS or similar parameters (depending on cloud provider) to grant Snowflake the least privilege access to the specific resources on the external service required by the function.
B) Use the parameter in the API Integration to restrict access to only the trusted IP addresses of the external service.
C) Store any sensitive credentials required by the external service directly in the External Function's code body for easy access.
D) Grant usage on the API integration to PUBLIC role to allow all users to invoke the external function.
E) Disable network policies on the API Integration to avoid accidental blocking of traffic.

Solutions: