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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Snowflake Native App Framework Overview | 20% | - Understand Snowflake architecture, features, tools, and best practices
|
| Topic 2: Snowflake Native Applications Design and Creation | 35% | - Apply Snowflake best practices while building native application workloads
|
| Topic 3: Snowflake Native Applications Installation and Testing | 20% | - Install and test native applications
|
| Topic 4: Snowflake Native Applications Deployment | 25% | - Build, version, and release native applications
|
>> Valid Dumps NAS-C01 Sheet <<
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NEW QUESTION # 54
You are developing a Snowflake Native Application that leverages Snowpark Python for data transformation. Your CI/CD pipeline utilizes GitHub Actions for automated testing and deployment. One of your Snowpark functions relies on a UDF that reads data from an external stage. To ensure seamless integration testing in different environments (development, staging, production), you need to dynamically configure the stage URL during the test execution. Consider that you're using environment variables to store environment-specific values. Which of the following approaches provides the MOST secure and maintainable way to configure the stage URL in your Snowpark test code?
Answer: B
Explanation:
Option C is the MOST secure and maintainable. Snowflake Secrets provide a secure and centralized way to manage sensitive information like stage URLs. The function allows you to retrieve the secret value within your Snowpark code without exposing the actual URL in the code or environment variables. Option A is not maintainable or secure. Option B exposes the stage URL in the environment, which is less secure than using Snowflake Secrets. Option D is a viable option but managing configuration files can be complex. Option E is not best practice; the Snowflake Sessions are also immutable.
NEW QUESTION # 55
You are the provider of a Snowflake Native Application. After releasing version '1.0' of your application, a security vulnerability is discovered. You quickly develop a fix in version '1.1 What steps should you take to ensure that all consumer accounts are promptly and securely upgraded to the fixed version, minimizing disruption to their operations and ensuring their data security?
Answer: A
Explanation:
Option E is the best approach. Granting USAGE privilege to the new version allows consumers to seamlessly transition. After monitoring and a communication period, revoking USAGE on the old version ensures complete adoption without abruptly disrupting operations. Option A is too disruptive. Option B relies on consumer awareness which is unreliable. Option C affects only the new installations. Option D is not a standard procedure and unlikely to be supported by Snowflake in most scenarios.
NEW QUESTION # 56
You are the developer of a Snowflake Native App, and you're designing a feature that allows consumer accounts to create custom reports based on data exposed by the application. These reports will be defined using SQL queries and stored as views within the consumer's account, referencing objects (tables, views) provided by the application. The application does NOT want to provide direct 'SELECT access on underlying application's tables. How can you enable this feature while adhering to best practices for security and access control within the Snowflake Native App Framework? (Select all that apply)
Answer: A,D
Explanation:
The correct answers are A and C. Option A is a strong choice. Exposing secure views from the application package allows consumer accounts to build views that reference these secure views, inheriting the security context and preventing direct access to underlying tables. Option C is also valid, but less ideal due to the potential for SQL injection if not carefully implemented. 'EXECUTE AS OWNER ensures the stored procedure creates the view with the application's privileges, but user input needs to be strictly validated. Providing direct 'SELECT access (B) violates the security constraint. Using Data Sharing (D) bypasses the application framework entirely, and could be viable, but doesn't leverage the native app framework securely. Using a UDF (E) to execute arbitrary queries against the application data is a significant security risk.
NEW QUESTION # 57
You've installed a Snowflake Native Application in your consumer account. You are trying to establish observability and telemetry to monitor its performance and identify potential issues. However, you notice that you only have limited visibility into the application's internal operations. Which actions should you take to enhance observability, assuming the provider has implemented appropriate mechanisms?
Answer: B,D
Explanation:
Option B is correct because the APPLICATION USAGE view provides valuable insights into the application's resource consumption and query performance from the consumer's perspective. Option C is correct because subscribing to shared events allows the consumer to receive specific metrics and alerts related to the application's behavior, assuming the provider has implemented event sharing. Requesting direct access (Option A) is generally not feasible or secure. Query profile (Option D) is difficult as consumer might not have the access to the query, as it is executed by the provider's application. Consumer account logging (Option E) would not capture the internal workings of the application.
NEW QUESTION # 58
You are responsible for managing the pricing plans for your Snowflake Native Application listed on the Marketplace. You want to offer a 'Premium' tier that includes additional features and resources. To achieve this, you need to modify the listing to include this new pricing option. Which of the following steps are NECESSARY and in the CORRECT order to successfully add the 'Premium' tier to your application's listing, ensuring existing customers are not negatively impacted? (Choose two options in their proper order)
Answer: D,E
Explanation:
The correct answer is A then E. First, a new version of the application package (A) is created with the code changes to support the 'Premium' features. Then, the Marketplace listing is updated with the new version and the 'Premium' pricing tier. It's also important to ensure backward compatibility for existing customers (E) so their experience is not negatively affected after the update. Option B is incorrect because modifying the existing application package in place can cause issues for existing installations. Option C is incorrect because you must implement the new features. Option D is relevant but it's not what the question is asking for and it is not a comprehensive answer.
NEW QUESTION # 59
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