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Snowflake NAS-C01 Exam Syllabus Topics:

SectionWeightObjectives
Installation, Testing and Troubleshooting20%- Validation and debugging
  • 1. Logging and event tables
    • 2. Tracing and troubleshooting workflows
      Native Application Design and Creation35%- Application development workflow
      • 1. Building and versioning applications
        • 2. Application roles and privileges
          Snowflake Native App Framework Overview20%- Native application concepts and architecture
          • 1. Application packages and structure
            • 2. Manifest files and setup scripts
              Deployment and Marketplace Publishing25%- Distribution and lifecycle management
              • 1. Version upgrades and release management
                • 2. Marketplace listings and publishing

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                  Snowflake SnowPro Specialty - Native Apps Sample Questions (Q216-Q221):

                  NEW QUESTION # 216
                  You are developing a Native Application that needs to access data from a consumer's table. The data contains personally identifiable information (PII), and your application requires explicit consent from the consumer to access this dat a. You have implemented a consent mechanism within your application's UI. Which of the following steps are NECESSARY to ensure compliance with data privacy regulations when accessing the consumer's data?

                  Answer: D,E

                  Explanation:
                  Options B and E are correct and the best solutions. Option B uses a secure view which only exposes data when consent is given, adds an extra security. Row access policies (Option E) is the best solution by filtering the rows the application can see based on consent. Option A is incorrect because directly granting SELECT without a consent check bypasses the consent requirement. Option C is correct as store procedure also work but secure view is better. Option D doesn't prevent unauthorized access before explicit consent is given.


                  NEW QUESTION # 217
                  You're developing a Snowflake Native Application and want to control access to different features based on roles. You have a Streamlit application that displays sensitive data, and you only want users with the 'DATA ANALYST and 'ADMIN' roles to be able to view this dat a. Which of the following methods or a combination of methods are MOST appropriate for enforcing this role-based access control within your Streamlit application and the underlying Snowflake resources?

                  Answer: A,B

                  Explanation:
                  The MOST appropriate methods are C and D. Option C: Using a stored procedure with 'EXECUTE AS CALLER and role checks provides a robust and secure way to control data access. The stored procedure acts as a gatekeeper, ensuring that only authorized roles can retrieve the data. Option D: Implementing row-level security (RLS) adds an additional layer of security by filtering data at the database level based on the user's role. This ensures that even if a user were to bypass the Streamlit application's role checks, they would still only be able to see the data they are authorized to see. Option A is susceptible to tampering and does not enforce data-level security. Option B requires an added level of complexity with an extra custom role and is unnecessary. Option E does not secure at the database level.


                  NEW QUESTION # 218
                  A Snowflake Native App includes a managed task 'app_db.app_schema.daily_data_processing'. You, as the application provider, need to ensure that consumer accounts can only execute this managed task and have no other privileges. You also need to implement robust error handling to log any failed execution attempts within the consumer account. Which of the following SQL statements, when executed within the application's installation script, provides the most secure and complete solution to achieve these requirements, including error logging within the consumer account (assuming an existing table exists)?

                  Answer: B

                  Explanation:
                  Option C is the most comprehensive. It grants the necessary USAGE privileges on the database and schema, which are prerequisites for the consumer account's application role to access the managed task. It also includes robust error handling using a BEGIN...EXCEPTION block, logging any errors encountered during the privilege granting process to the 'execution_log' table. Options A and D are missing the necessary USAGE privileges, which would prevent the task from executing. Option B lacks USAGE grants and only handles errors within the GRANT execution itself, not potential issues with missing database/schema access for the role. Option E includes 'WITH GRANT OPTION' , which is unnecessary and potentially insecure as it allows the consumer to further grant the EXECUTE MANAGED TASK privilege.


                  NEW QUESTION # 219
                  Consider the following scenario: You're developing a Snowflake Native Application that uses external functions to call an API endpoint. The API endpoint experiences intermittent outages. You need to implement a robust mechanism to handle these outages gracefully and log the errors appropriately. Which of the following approaches are BEST suited to achieve this within the constraints of a Snowflake Native Application?

                  Answer: B,C

                  Explanation:
                  Options B and D are the best choices: B: Implementing a retry mechanism with exponential backoff within the external function allows the application to automatically recover from transient errors. Logging errors and retries to a secure UDF provides valuable insights into the frequency and nature of the outages. The logging table being in the provider account ensures control and security. D: A queueing system adds resilience by buffering requests. This allows the application to continue processing even if the external function is temporarily unavailable. Logging failures to Snowflake Event Tables provides a centralized, secure, and auditable record of the outages. Option A is incorrect because writing to the consumer's event logs directly isn't possible. Option C is insufficient because it lacks proactive error handling and detailed logging. Option E, while a way to ingest data, doesn't address the retry mechanism or provide context for failure analysis within the external function call.


                  NEW QUESTION # 220
                  You are creating a Snowflake Native App using the Native Apps Framework. Your application needs to perform a task that must execute on a regular schedule (e.g., daily data refresh). Which Snowflake feature(s) can you leverage to achieve this, and what considerations are important when using them within the Native App context?

                  Answer: A,E

                  Explanation:
                  Snowflake Tasks provide a native scheduling mechanism within Snowflake. When using them in a Native App, the task definition must be included in the application package. The task MUST be owned by the APPLICATION role to ensure proper security and access control. External schedulers introduce unnecessary complexity and dependency. Streams are for change data capture, not direct scheduling. Alerts provide a lightweight scheduling mechanism for smaller tasks. Pipes are specifically for continuous data loading from external sources.


                  NEW QUESTION # 221
                  ......

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