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Snowflake NAS-C01 Exam Syllabus Topics:

Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. You are developing a Snowflake Native Application that interacts with sensitive customer dat a. You want to implement robust security scanning before publishing to the Snowflake Marketplace. Which of the following strategies are MOST effective to detect and prevent potential vulnerabilities before submitting your application, considering limitations on marketplace pre-publication scanning capabilities?

A) Manually review all code for potential security flaws and ensure adherence to secure coding practices.
B) Only use Snowflake provided templates and example codes as these are already pre-approved from security perspectives
C) Implement a comprehensive CI/CD pipeline that includes static code analysis (SAST) using tools like SonarQube or similar, focusing on SQL injection, cross-site scripting (XSS), and insecure deserialization vulnerabilities. Include unit and integration tests with parameterized inputs. Regularly update dependency versions and scan for known vulnerabilities in third-party libraries included in your application's code (e.g., Python libraries).
D) Employ a third-party penetration testing service to perform a black-box test of the application after deployment in a staging environment but prior to Marketplace submission.
E) Rely solely on Snowflake's built-in scanning during the Marketplace submission process, as it covers all known vulnerabilities.

2. Consider the following setup script intended to install a Snowflake Native Application in test mode. The application relies on a custom role 'APP ROLE' and a secured view 'SECURE VIEW'. Analyze the script and identify which line, if any, contains a critical error that would prevent successful testing:

A)

B)

C)

D)

E)

3. You are developing a Snowflake Native Application and wish to publish an application package to an external staging location (e.g., AWS S3). You have already created the application package in Snowflake. What are the necessary steps and considerations to ensure the application package is securely and correctly deployed to the external stage, making it accessible to consumers?

A) Grant the SNOWFLAKE DEPLOYMENT application role the CREATE STAGE privilege on the external stage. Then, use the CREATE APPLICATION PACKAGE command with the EXTERNAL STAGE parameter pointing to the external stage location.
B) Use the PUT command to directly upload the application package files to the external stage. Then, create an APPLICATION using the CREATE APPLICATION command, referencing the uploaded files in the stage using the EXTERNAL_STAGE parameter.
C) Create an APPLICATION PACKAGE, then grant CREATE APPLICATION privilege on the package to SNOWFLAKE DEPLOYMENT role and use the SYSTEM$GENERATE_SCIM_ACCESS_TOKEN function to create credentials. Use these credentials to upload the application package files to the external stage.
D) Create an IAM role in AWS with appropriate permissions to access the S3 bucket. Create a Snowflake integration object referencing the IAM role. Use the CREATE APPLICATION PACKAGE command with the EXTERNAL STAGE parameter pointing to the Snowflake integration object.
E) Grant the ACCOUNTADMIN role to the SNOWFLAKE DEPLOYMENT application role and use the TOKEN function to create credentials. Use these credentials to upload the application package files to the external stage.

4. You are designing a Snowflake Native Application that processes customer dat a. To comply with data residency requirements, you need to ensure that the application logic runs within the customer's Snowflake account, but the application code is owned and managed by your organization. Which of the following approaches BEST achieves this requirement while providing version control and updates?

A) Embedd the raw application code directly into the SETUP script so that it gets re-deployed on every run.
B) Create a Docker container containing the application logic and deploy it as a Snowflake External Function. Share the container image with customers and instruct them to deploy it in their environment.
C) Develop the application using Snowflake's Snowpark API and package the compiled code within the application package. The setup script will execute the Snowpark code within the customer's Snowflake account.
D) Use Snowflake's Data Sharing feature to directly share the database and schema containing the application logic with customers. Grant them ownership of these objects.
E) Build the application logic as a set of stored procedures and UDFs within the application package. Provide a setup script that creates these objects in the customer's account during installation.

5. You are tasked with automating the deployment of your Snowflake Native Application Package to an external stage using a CI/CD pipeline. Your pipeline needs to first build the application package, then securely copy it to an AWS S3 bucket, and finally notify Snowflake about the new package version. Which sequence of steps provides the most secure and efficient approach, assuming you are using infrastructure-as-code principles?

A) 1. Build the application package using 'CREATE APPLICATION PACKAGE. 2. Use AWS CLI with temporary credentials obtained via IAM roles to copy the package files to S3. 3. Execute a SALTER APPLICATION PACKAGE command in Snowflake with the 'EXTERNAL_STAGE' parameter pointing to the S3 location.
B) 1. Build the application package using 'CREATE APPLICATION PACKAGE'. 2. Use SNOWFLAKE_DEPLOYMENT role's credential to copy the package files to S3. 3. Refresh the APPLICATION using REFRESH command so consumer automatically receive updates.
C) 1. Build the application package using 'CREATE APPLICATION PACKAGE. 2. Use AWS CLI with temporary credentials obtained via IAM roles to copy the package files to S3. 3. Execute a SALTER APPLICATION PACKAGE command in Snowflake with the 'REFRESH' parameter to update the package metadata.
D) 1. Build the application package using 'CREATE APPLICATION PACKAGE'. 2. Package file are copied to S3 using SNOWFLAKE DEPLOYMENT role's credential. 3. No need to ALTER the application package, it automatically detects new versions in the external stage.
E) 1. Build the application package using 'CREATE APPLICATION PACKAGE'. 2. Use AWS CLI with temporary credentials obtained via IAM roles to copy the package files to S3. 3. No need to ALTER the application package because it automatically detects new package versions in the external stage. Consumers receive updates automatically.

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