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Snowflake NAS-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Application Deployment & Distribution	25%	- Upgrades and lifecycle management - Listing types and monetization - Versioning and release management - Publishing to Snowflake Marketplace
Topic 2: Application Design & Creation	35%	- Security and access control - Manifest files and configuration - Native App Framework architecture - Application packages and objects - Setup scripts and application logic
Topic 3: Application Installation & Testing	20%	- Testing strategies and validation - Debugging and troubleshooting - Provider and consumer workflows - Installation procedures and dependencies
Topic 4: Advanced Features & Management	20%	- Governance and compliance - Billing events and cost monitoring - Event logging and telemetry - Integration with Snowpark and external services

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q102-Q107):

NEW QUESTION # 102
You are developing a Snowflake Native Application that includes a Streamlit UI. The application needs to read configuration parameters such as API keys and database connection strings. Which of the following methods are the recommended and secure ways to manage these configuration parameters within a Snowflake Native App?

A. Use Streamlit secrets Cst.secretS) configured within the Streamlit application's settings in Snowflake. Store sensitive information like API keys and database credentials there.
B. Store configuration parameters in an external file (e.g., a JSON or YAML file) and include it in the application's deployment package. Read the file from the Streamlit application.
C. Store the configuration parameters as environment variables within the Snowflake environment where the Streamlit application is running.
D. Store the configuration parameters directly within the Streamlit code as Python variables.
E. Store the configuration parameters in a dedicated table within the Snowflake managed database and read them using SQL queries from the Streamlit application. Grant appropriate privileges to the Streamlit application's role on this table.

Answer: A,E

Explanation:
Options B and C are the recommended methods. Using Streamlit secrets Cst.secretS) allows secure storage of sensitive information within the Snowflake environment. Storing the configuration parameters in a dedicated table within the Snowflake managed database with appropriate permissions is another secure and controllable method. Storing directly in code (A) or external files (E) poses security risks. Environment variables (D), while sometimes used, are less manageable and secure in this specific Snowflake Native App context. Option B offers greater control over who can read the config data through role based access control. Option C allows separation of code and configuration without putting parameters in a table that can accidentally be queried and seen.

NEW QUESTION # 103
A software company, 'Data Insights Corp', develops a Snowflake Native App. They want to grant users the ability to view limited metadata information about the app's installation without granting them extensive privileges over the app's data or functionality. Which of the following options BEST represent the correct approach for granting Viewer privileges in a Snowflake Native App context to a consumer account user?

A. Grant the 'SELECT' privilege on all tables within the application instance to the user role.
B. Grant the USAGE privilege on the application package to the user role.
C. Grant the 'APPLY APPLICATION' privilege on the application package to the user role.
D. Create a custom role in the consumer account and grant the 'MONITOR EXECUTION' privilege on the application instance to that role, then grant that role to the user.
E. Grant the 'IMPORTED PRIVILEGES privilege on the application package to the user role.

Answer: D

Explanation:
The correct answer is D. The 'MONITOR EXECUTION' privilege on the application instance, granted to a custom role (and then to the user), allows users to view execution-related metadata without granting broader data access. Granting 'USAGE, 'APPLY APPLICATION' , or 'IMPORTED PRIVILEGES on the application package are not directly related to providing viewer access to a running application instance. Granting 'SELECT provides direct data access, which is broader than viewer privileges.

NEW QUESTION # 104
A data engineer, Alice, is developing a Snowflake Native Application that exposes a stored procedure, 'calculate_aggregate' , within the application schema 'app_schema'. She initially granted privilege on the application database to the 'analyst_role' and EXECUTE privilege on 'calculate_aggregate' to the same role. Later, due to a security audit, she needs to revoke the 'EXECUTE privilege from 'analyst_role' but wants to ensure users assigned to 'analyst_role' can still access other objects in the application database (but not execute this specific stored procedure). Which of the following actions achieves this goal MOST efficiently and securely?

Answer: A

Explanation:
Option A is the most precise and efficient. It revokes only the 'EXECUTE privilege on the specific stored procedure 'calculate_aggregate' from the 'analyst_role' , leaving other privileges and access to other objects within the database intact. Option B would revoke all privileges, potentially more than intended. Options C and D are unnecessarily broad, affecting access to the entire database or schema, which is not the requirement. Option E addresses ownership, not execution privileges.

NEW QUESTION # 105
A Native Application is being developed that requires access to the consumer's Snowflake account for billing purposes. The application needs to record the query history of the consumer's account to estimate resource usage. Which is the MOST secure and efficient method for the Native App to access this data, minimizing the permissions granted to the app and considering the governance aspects?

A. Create a stored procedure within the Native App that executes as the 'OWNER and queries the view. The stored procedure is granted to the Native App's service account with 'EXECUTE privileges.
B. Grant the ' USAGE privilege on the 'SNOWFLAKE' database to the Native App's service account, allowing it to query all tables and views in that database.
C. Grant the ' MONITOR USAGE' privilege to the Native App's service account, allowing it to query the view.
D. Grant the 'ACCOUNTADMIN' role to the Native App's service account. This provides full access to the account's query history.
E. Use the 'READ SESSION' privilege to allow the application to read the current session context and infer the resource usage from it.

Answer: A

Explanation:
Granting 'ACCOUNTADMIN' is highly insecure and violates the principle of least privilege. 'MONITOR USAGE is not sufficient to query 'QUERY_HISTORY. 'READ SESSION' provides limited contextual information and wouldn't allow retrieval of full query history. Granting USAGE on the 'SNOWFLAKE database is too broad and exposes more data than necessary. A stored procedure executing as the 'OWNER allows controlled access to the query history while minimizing the permissions granted directly to the application's service account.

NEW QUESTION # 106
You are developing a Snowflake Native Application that needs to track usage metrics within consumer accounts. Specifically, you want to log the number of times a particular function within your application is called, and also store certain operational statistics. Which of the following storage options are available to you within the application package to persist these metrics, and what are their implications?
(Select TWO)

A. Leveraging external stages (e.g., AWS S3) to store the metrics. The application would need the necessary IAM roles and stage configuration.
B. Using temporary tables within the application. These tables are automatically dropped at the end of the session.
C. Using the 'APPLICATION' schema to create persistent internal stages. Data written to these stages will persist across installations and updates.
D. Creating permanent tables within the application package using the 'APPLICATION' schema. These tables persist across installations and updates.
E. Utilizing User-Defined Functions (UDFs) with external network access to push metrics to an external logging service.

Answer: C,D

Explanation:
Options B and E are the correct choices. The 'APPLICATION' schema allows for the creation of permanent tables within the application package. These tables persist across installations and updates, making them suitable for storing usage metrics. Similarly internal stages created using the 'APPLICATION' schema will persist data across versions. Option A is incorrect as temporary tables are session-based. Option C introduces external dependencies that are not typically ideal for tightly integrated Native Apps for internal metrics. Option D involves external network calls which might be restricted and less efficient for logging internal metrics.

NEW QUESTION # 107
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