You are developing a Snowflake Native App that needs to perform asynchronous tasks in the consumer's account. Which of the following approaches is the MOST suitable and secure way to achieve this, ensuring minimal impact on the consumer's resources and maintaining data integrity?

• A. Utilize an external message queue (e.g., AWS SQS, Azure Queue Storage) to offload asynchronous tasks, requiring the consumer to configure network policies to allow egress traffic to the queue.
• B. Create a Snowflake Task that is executed within the consumer's account, triggered by events within the application, and configured to run on a Snowflake-managed compute pool.
• C. The Native App can create task and warehouse in the consumer account to execute the code using CREATE APPLICATION command. The application uses SNOWFLAKE.CORE.AUTHZ.PASS PRIVILEGES() to execute these tasks.
• D. Implement a scheduled stored procedure that polls for new tasks every minute and processes them, potentially consuming significant compute resources in the consumer's account. The stored procedure is deployed in the consumer's account using CREATE APPLICATION.
• E. Implement a Snowpark UDF that starts a new thread to handle the asynchronous task within the consumer's compute environment.

You are using the Snowflake Visual Studio Code (VS Code) extension to develop a Snowflake Native App. After making several changes, you encounter an error that seems to stem from a syntax issue. You want to quickly pinpoint the exact location of the error in your SQL code. What functionality of the VS Code extension can best assist you in this scenario?

• A. Using Version Control tool integration
• B. The syntax highlighting and code completion features, which help identify syntax errors and suggest valid code snippets.
• C. The extension's integrated debugger, which allows you to step through your SQL code line by line.
• D. The extension's integration with Snowflake's query profile tool, enabling you to analyze the query execution plan for errors.
• E. The built-in linter that automatically identifies syntax errors, style issues, and potential security vulnerabilities in your SQL code.

A consumer reports that they are unable to query a table 'SECURE DATA' provided by your Snowflake Native Application, even though they have been granted the necessary 'SELECT' privilege on the application database role. When troubleshooting, you observe the following:

• A. The table 'SECURE_DATA' is protected by a data governance firewall rule in the provider account, blocking the consumer from accessing data that violates the rules set within the firewall. Review and update the firewall rules to allow this specific query pattern from the consumer.
• B. The consumer is attempting to query the table using a warehouse that is too small to handle the data volume. Advise the consumer to increase their warehouse size.
• C. The table 'SECURE DATA has row access policies applied that restrict access based on the consumer's user attributes. Verify the policies and adjust them if necessary.
• D. The table 'SECURE_DATX is a secure view referencing other tables, and the consumer lacks the 'IMPORTED PRIVILEGES' grant on the application package or appropriate database roles to access the underlying objects. Grant the 'IMPORTED PRIVILEGES' on the application package.
• E. The consumer's query is attempting to access columns that are masked using dynamic data masking policies, and the consumer's role lacks the 'APPLY MASKING POLICY privilege. Revoke the masking policy.

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. Create a Snowflake network rule that allows access to all Snowflake internal IPs. Associate this rule with the container service's network policy.
• B. Grant the SNOWFLAKE CONTAINER SERVICE role to the account administrator and use the administrator's credentials within the container service's code.
• C. 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.
• D. 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.
• E. 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.