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Snowflake NAS-C01 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Snowflake Native Applications Deployment | 25% | - Build, version, and release native applications
|
| Topic 2: Snowflake Native App Framework Overview | 20% | - Understand Snowflake architecture, features, tools, and best practices
|
| Topic 3: Snowflake Native Applications Design and Creation | 35% | - Apply Snowflake best practices while building native application workloads
|
| Topic 4: Snowflake Native Applications Installation and Testing | 20% | - Install and test native applications
|
Snowflake SnowPro Specialty - Native Apps Sample Questions:
1. You're developing a Snowpark Container Services application. Your 'service.yaml' file defines a service named 'data_processor'. You want to create a service endpoint, 'ingest_endpoint' , that is secured and accessible only by authorized consumers of your Snowflake Native Application. Select the TWO SQL statements that, when used together, will correctly create and bind the service endpoint, ensuring proper OAuth authentication and authorization.
A) CREATE OR REPLACE SERVICE ENDPOINT ingest_endpoint FOR SERVICE data_processor WITH AUTHENTICATION TYPE = SNOWFLAKE_JWT;
B) ALTER SERVICE data_processor ADD ENDPOINT ingest_endpoint WITH AUTHENTICATION TYPE = OAUTH;
C) CREATE SERVICE ENDPOINT ingest_endpoint FOR SERVICE data_processor WITH AUTHENTICATION TYPE = OAUTH;
D) BIND SERVICE ENDPOINT ingest_endpoint FOR SERVICE data_processor WITH AUTHENTICATION TYPE = OAUTH TO APPLICATION PACKAGE;
E) BIND SERVICE ENDPOINT ingest_endpoint FOR SERVICE data_processor WITH AUTHENTICATION TYPE = NONE TO APPLICATION PACKAGE;
2. You are developing a Snowflake Native App that uses JavaScript stored procedures for complex data transformations. You want to implement robust error handling and logging to ensure that you can effectively troubleshoot issues in both provider and consumer environments. Which of the following strategies provide the MOST comprehensive approach to error handling and logging in this scenario? (Select TWO)
A) Use 'TRY...CATCH' blocks within your JavaScript stored procedures to catch exceptions. Log the exception message and stack trace to a dedicated logging table in the provider's account.
B) Rely solely on the error messages displayed in the Snowflake web UI when a stored procedure fails. These messages are sufficient for most debugging scenarios.
C) Use 'CALL SYSTEM$LOG(...)'})$ within your JavaScript stored procedures to log messages at different levels (e.g., INFO, WARN, ERROR) directly to the Snowflake event table. Implement structured logging for easier analysis.
D) Implement a custom error tracking system using external functions to send error information to a third-party logging service.
E) Configure Snowflake's built-in query history to capture all query executions and analyze the query text for errors. No explicit logging within the stored procedures is necessary.
3. You are developing a Snowflake Native Application that utilizes a custom stage for storing large intermediate datasets during processing. Your CI/CD pipeline involves automated testing in a dedicated testing account. To ensure proper isolation and prevent interference with production data, how should you configure the stage path within your application package version definition, considering the stage name might differ between development and test environments?
A) Define the stage path as a parameter in the application installation script. When installing the application in each environment, pass the correct stage path as an argument.
B) Employ a versioned configuration file (e.g., YAML) within the application package. The CI/CD pipeline should replace placeholders in the configuration file with environment-specific stage paths before creating the version.
C) Use a Snowflake Secret to store the stage path and retrieve it dynamically during application installation. The secret's value will be environment-specific.
D) Hardcode the stage name and path directly within the setup script of the version. This approach is simple and ensures consistent access across environments.
E) Utilize Snowflake's and 'CURRENT functions in conjunction with conditional logic within the application to derive the stage path based on the environment.
4. A provider is developing a Snowflake Native Application that shares event data with consumers. The provider wants to ensure that specific columns in the event data are obfuscated for certain consumer accounts, while remaining visible to others. Which of the following approaches is the MOST secure and maintainable way to achieve this?
A) Data masking is not supported in Native Apps. The provider must rely on consumer-side masking implementations.
B) Use a stored procedure to query the event data, applying obfuscation logic based on the consumer's APP INSTANCE ID() before returning the results.
C) Implement conditional logic within the event table function to obfuscate data based on the consumer's APP_INSTANCE_ID().
D) Create a separate view for each consumer account with the sensitive columns masked using a CASE statement based on the CURRENT_ACCOUNT() function.
E) Implement dynamic data masking policies on the sensitive columns using the CURRENT_ACCOUNT() function to determine which accounts receive obfuscated data.
5. You are building a Snowflake Native App that needs to store configuration settings specific to each consumer account. These settings will influence the behavior of the application. Which of the following methods is the MOST secure and recommended approach for managing these configuration settings within the Snowflake Native App Framework?
A) Store the configuration settings in a public database table within the application's share. This makes the settings easily accessible to all consumers.
B) Store the configuration settings directly within the application's code. This allows for easy access and modification during development.
C) Hardcode the configuration settings directly into the manifest file as environment variables.
D) Utilize parameters defined in the 'setup.sql' script and accessible via SQL commands like 'SYSTEM$GET APP PARAMETER. This allows consumers to configure the application during installation.
E) Use external configuration files stored in an Amazon S3 bucket and accessed via external functions. This provides flexibility and scalability.
Solutions:
| Question # 1 Answer: C,D | Question # 2 Answer: A,C | Question # 3 Answer: B,C | Question # 4 Answer: E | Question # 5 Answer: D |
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