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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Snowflake Native Applications Design and Creation | 35% | - Apply Snowflake best practices while building native application workloads
|
| Topic 2: Snowflake Native Applications Installation and Testing | 20% | - Install and test native applications
|
| Topic 3: Snowflake Native App Framework Overview | 20% | - Understand Snowflake architecture, features, tools, and best practices
|
| Topic 4: Snowflake Native Applications Deployment | 25% | - Build, version, and release native applications
|
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NEW QUESTION # 266
You are developing a Snowflake Native App that performs complex data transformations and offers different pricing tiers based on usage. You plan to use Snowflake Usage Metering Events to track consumer usage. Which of the following is the MOST appropriate approach to track usage and associate it with the correct pricing tier in your setup script and application code?
Answer: A
Explanation:
Using a fixed event name (A) doesn't allow for differentiation between pricing tiers. Relying on query history (C) or resource monitoring (D) is not reliable or precise for application-specific usage. Calling 'SYSTEM$METER_USAGE from a view (E) isn't the intended way to track usage. The best approach is to use dynamic event names that reflect the pricing tier and complexity, enabling accurate tracking and billing (B).
NEW QUESTION # 267
You have listed a Snowflake Native Application on the Marketplace. Several customers have installed your application and are actively using it. You discover a critical bug that requires an immediate fix. What is the MOST effective approach to deploy this fix to all existing installations of your application with minimal disruption to the consumers?
Answer: E
Explanation:
The best approach is to create a new version of the application package (B). Snowflake provides a mechanism for consumers to be notified of available updates and allows them to choose when to upgrade, providing control and minimizing disruption. Option A is incorrect because Snowflake does not automatically push updates. Option C is not a valid command and forcefully upgrading is generally discouraged. Option D is less efficient as it relies on manual consumer action. Option E is the worst option, as it would cause significant disruption and data loss for consumers. The application provider creates a new version of the application and publishes that to the marketplace, making it available for consumers to upgrade their installations.
NEW QUESTION # 268
You are developing a Snowflake Native App that needs to persist state information between different invocations. The app requires tracking of user preferences, processing progress, and other runtime dat a. Which of the following options are viable and secure methods for persisting this type of state information within the context of a Snowflake Native App?
Answer: A,B
Explanation:
Persisting state information requires careful consideration of security, scalability, and isolation. Using the application provider's own Snowflake account is a viable approach if designed carefully, but requires robust security measures to isolate consumer data. Internal stages and secure views offer a more secure and controlled way to persist state within the consumer's account. Temporary tables are ephemeral and unsuitable for long-term state persistence. Storing state within the application package is impractical and would lead to versioning issues. External stages managed by the provider introduce complexity and potential security risks.
NEW QUESTION # 269
You are designing a Snowflake Native App that relies on a specific version of a shared library. You want to ensure that your application continues to function correctly even if the provider of the shared library releases a new, incompatible version. How can you achieve version isolation for your application's dependencies within the Snowflake Native App Framework?
Answer: E
Explanation:
Packaging the required version of the shared library directly within your application's code bundle (B) provides the most reliable version isolation. This ensures that your application always uses the version it was designed for, regardless of any external updates. While options A, C, D, and E are valid approaches in other contexts, they do not provide the same level of isolation within the Snowflake Native App Framework. Snowflake Native Apps do not utilize for this purpose, nor do they have a specific dependency management system like option C. Version checking (D) is a good practice but doesn't prevent the application from being affected by the newer version. Using SAPI INTEGRATION' would not provide version control.
NEW QUESTION # 270
A provider is developing a Snowflake Native App. They have created a database named 'app_db' using 'CREATE DATABASE app_db WITH MANAGED ACCESS;'. Subsequently, they need to create a schema within this database and grant specific privileges on the schema's objects to a role 'app_admin' . Which of the following SQL statements are valid and necessary to set this up securely and effectively?
Answer: B,D
Explanation:
Since the database 'app_db' was created with 'MANAGED ACCESS, simply creating the schema using 'CREATE SCHEMA app_db.internal_schema;' inherits the managed access properties. Granting 'USAGES is necessary to allow the role to access objects within the schema. Granting ownership is typically not required and could unnecessarily elevate privileges. Option B, while valid syntax, will result in an error, the MANAGED ACCESS is already inherited from the DATABASE and therefore redudnant. Option D is too permissive. Option E, using all privileges, is not best security practice, rather only the specific USAGE is needed in this scenario.
NEW QUESTION # 271
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