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| Section | Weight | Objectives |
|---|---|---|
| Snowflake Native Applications Installation and Testing | 20% | - Install and test native applications
|
| Snowflake Native Applications Deployment | 25% | - Build, version, and release native applications
|
| Snowflake Native Applications Design and Creation | 35% | - Create and manage billing events and cost monitoring techniques
|
| Snowflake Native App Framework Overview | 20% | - Understand Snowflake architecture, features, tools, and best practices
|
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NEW QUESTION # 316
You are building a Snowflake Native Application that provides a data transformation service. You want to allow consumers to configure certain aspects of the transformation pipeline (e.g., the name of the target table, specific transformation logic). What are the recommended approach(es) to allow consumers to customize the application's behavior without directly modifying the application code?
Answer: B,D
Explanation:
Options B and D are correct. Exposing parameters in the setup script and stored procedures is a standard way to allow customization during installation and execution. A configuration table provides a flexible way for consumers to manage settings that can be read by the application. Option A is incorrect because forking the repository makes it difficult to manage updates and maintain security. Option C has security implications, as malicious code can be injected through user-defined UDFs. Option E is incorrect as the file download, modify, and upload method are complex for users to configure.
NEW QUESTION # 317
You are designing a Snowflake Native Application that allows consumer accounts to customize certain aspects of its behavior. Specifically, the application needs to support consumer-defined thresholds for alerting, stored as parameters. You want to allow consumers to set these thresholds through the 'ALTER APPLICATION' command. How can you achieve this MOST effectively while ensuring that these parameters are securely managed and accessible within your application code?
Answer: A
Explanation:
The most effective and secure way is option E. Snowflake Native Apps support defining parameters in the 'manifest.ymr file. Setting mutable: True' allows consumers to modify these parameters using 'ALTER APPLICATION'. The 'APPLICATION_PARAMETER function provides a secure and supported mechanism to retrieve these values within the application's stored procedures or other code. Option A introduces security risks by directly modifying consumer tables. Option B uses the 'USING' clause which is not designed for consumer configuration and may not persist across application upgrades. Option C session variables are not designed for persistent consumer configuration and are not appropriate for this use case. Option D uses a non-existent function and would not work.
NEW QUESTION # 318
You are designing a setup script for a Snowflake Native Application. This script needs to perform the following actions: 1. Create a secure view that exposes a subset of data from a table owned by the provider account. 2. Grant 'SELECT privilege on this secure view to a specific role within the consumer account, but ONLY if that role already exists in the consumer account. 3. Create a UDF in the provider account which calls external function. This UDF needs access to a secret stored in a Snowflake secret object. Which of the following code snippets BEST implements these requirements, ensuring both security and proper privilege management?
Answer: E
Explanation:
Option B correctly implements all requirements. It uses a 'BEGIN...ENDS block with an statement to check for the existence of the 'consumer_role' before granting the privilege. This prevents errors if the role doesn't exist. Also it creates a UDF which utilizes Snowflake Secret object to fetch secretes. Using Javascript code inside UDF directly to fetch secrets is not allowed. Options A, C and D do not check for role existence and doesn't configure Snowflake secret object
NEW QUESTION # 319
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?
Answer: B,E
Explanation:
Options B and C are the most appropriate. Using a Snowflake Secret (B) allows for secure and environment-specific storage of sensitive information like the stage path. Versioned configuration files (C) offer a structured way to manage environment-specific configurations and enable easy replacement via CI/CD pipelines. Option A is not recommended due to the lack of flexibility and potential for errors. Option D might be feasible, but is less maintainable than options B and C. Option E requires manual intervention during install in each env, defeating the purpose of CUCD.
NEW QUESTION # 320
A Snowflake Native App developer is packaging their application and needs to define the necessary privileges within the application package's manifest file. The application requires 'SELECT' access to a view named 'PROVIDER VIEW' and 'USAGE' on the database 'PROVIDER DB'. Which of the following YAML snippets correctly defines these privileges in the manifest file? (Choose two)
Answer: A,B
Explanation:
Options A and C are functionally equivalent and the only two valid configurations. Snowflake manifest files use the 'resources' section to define the objects and their required privileges. Note that Snowflake resource types (like VIEW and DATABASE) are case-insensitive. Options B, D, and E do not conform to the expected manifest file structure for defining resources and their associated privileges in a Snowflake Native App. The actual syntax and keyword usages are crucial for correct interpretation by the Snowflake platform. The only difference between A and C is that it does not affect functionality but will use the best format.
NEW QUESTION # 321
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