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Snowflake NAS-C01 Exam Syllabus Topics:

Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. A Snowflake Native App provider is working on the consumer-side testing of their application. They need to verify that specific events are being recorded correctly in the Event Table within the consumer's account. They are using the Snowflake Native Apps framework's testing capabilities. Which of the following approaches would be MOST reliable for validating the contents of the Event Table during automated testing?

A) Use the 'SHOW EXTERNAL TABLES command within the consumer account to inspect the Event Table's structure and contents.
B) Directly query the Event Table from the provider's account using a cross-account secure data share.
C) Grant SELECT privileges on the Event Table to a role in the consumer account that is accessible by the provider's testing framework.
D) Implement a stored procedure within the Native App that queries the Event Table and returns the results to the provider through a secure output parameter.
E) Utilize the testing framework's built-in assertion capabilities to verify that specific events are present in the Event Table based on expected values.

2. 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) 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.
B) Rely solely on Snowflake's built-in scanning during the Marketplace submission process, as it covers all known vulnerabilities.
C) Manually review all code for potential security flaws and ensure adherence to secure coding practices.
D) Only use Snowflake provided templates and example codes as these are already pre-approved from security perspectives
E) 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).

3. A data analytics company, 'Data Insights Pro', develops a Snowflake Native Application that provides advanced data visualizations. They want to publish this application on the Snowflake Marketplace as a public listing. Which of the following steps are required in addition to the standard application creation and packaging, specifically focusing on the public listing aspects? Assume the necessary roles and privileges are already granted.

A) Ensure that the application is compatible with all Snowflake regions before publishing to a public listing.
B) Submit the application package to Snowflake for security and compliance review before making it available on the Marketplace.
C) Define a pricing model using Snowflake's monetization features and configure the listing visibility to 'Public'.
D) Create a detailed listing description, including features, benefits, and example use cases, and define the support channels.
E) Implement robust application usage monitoring and metering to ensure accurate billing if a commercial model is used.

4. You are developing a Snowflake Native Application that allows customers to enrich their dat a. The application involves executing Javascript UDFs. Which of the following practices are considered unacceptable regarding code practices within the UDFs to ensure the Native App complies with Snowflake's requirements and security best practices?

A) Relying solely on the consumer's network policy to manage external network access from the UDFs.
B) Using the SYSTEM$ALLOWLIST function to restrict external network access from the Javascript UDFs to a specific set of approved domains. Using Snowflake's network rules is also acceptable for newer accounts.
C) Using JavaScript's eval() function to dynamically execute code based on user input or data retrieved from external sources.
D) Using Javascript UDFs to access data not needed by the application to save on querying costs.
E) Directly embedding secrets (e.g., API keys, passwords) within the Javascript UDF code itself, even if obfuscated.

5. You are developing a Snowflake Native Application that utilizes Snowpark Container Services to perform complex image processing. The application needs to securely access data stored in the consumer's Snowflake account, specifically a table named 'USER IMAGES' in the schema 'RAW DATA'. The container image is built and pushed to Snowflake's internal registry. Which of the following steps are necessary to ensure the container service can access this data securely and efficiently within the consumer's account without exposing credentials directly in the container environment?

A) Configure a Snowflake OAuth integration and associate it with the container service. The container application would then use the OAuth client credentials to obtain an access token and authenticate with Snowflake.
B) Create a Snowflake network rule that allows access to all Snowflake internal IPs. Associate this rule with the container service's network policy.
C) Create a Snowflake database role, grant SELECT privileges on ' to this role, and then assign this role to the service account used by the container service through an entitlement.
D) Grant the SNOWFLAKE CONTAINER SERVICE role to the account administrator and use the administrator's credentials within the container service's code.
E) Create a Snowflake service account and grant it SELECT privileges on the 'RAW DATA.USER IMAGES table. Store the service account's credentials as environment variables within the container service's specification.

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