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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q117-Q122):
NEW QUESTION # 117
You are developing the setup script for a Snowflake Native Application. The application requires a specific Snowflake Edition (e.g., Enterprise) to function correctly due to certain feature dependencies. How can you ensure that the installation fails gracefully and provides a clear error message if the consumer's account does NOT meet the required edition?
- A. Use a configuration file included in the application package to specify the required Snowflake Edition. The setup script reads this file and displays an error message if the edition is not compatible.
- B. Use the 'SYSTEM$GET SNOWFLAKE EDITION()' function within the setup script and raise an exception using 'RAISE' if the edition is not compatible. Provide a descriptive error message.
- C. The Snowflake Marketplace automatically checks for edition compatibility before allowing installation of a Native Application. No explicit checks are needed in the setup script.
- D. Include a comment in the setup script indicating the required Snowflake Edition. Rely on the consumer to manually verify their edition before installation.
- E. Attempt to create objects that are specific to the required Snowflake Edition within the setup script. If the creation fails due to edition limitations, the installation will automatically fail.
Answer: B
Explanation:
Option A is the most reliable and user-friendly approach. allows you to programmatically determine the Snowflake Edition. Using provides a controlled and informative error message, ensuring a graceful failure. Option B is unreliable as it depends on the consumer's diligence. Option C might work, but it's less predictable and provides a less specific error message. Option D is incorrect; the Marketplace does not currently handle edition compatibility checks automatically. Option E adds unnecessary complexity with an external configuration file; the check can be performed directly within the setup script.
NEW QUESTION # 118
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?
- A. Subscribe to events shared by the application provider through Snowflake's event sharing mechanism, if the provider has enabled it. Leverage shared views exposing specific metrics.
- B. Examine the APPLICATION USAGE view in the SNOWFLAKE database to track resource consumption and query performance of the application's components.
- C. Use Snowflake's Query Profile to analyze the execution plans of queries initiated by the application.
- D. Request the application provider to grant you direct access to the application's internal logs and system tables.
- E. Enable detailed logging in your consumer account to capture all SQL statements executed by the application, then analyze these logs.
Answer: A,B
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 # 119
A Snowflake Native App developer is creating a new application database. They need to ensure that only the application itself and designated roles within the provider account can access the database. Which of the following CREATE DATABASE statements would BEST achieve this, adhering to best practices for application isolation and security?
- A.

- B.

- C.

- D.

- E.

Answer: E
Explanation:
The 'WITH MANAGED ACCESS clause is crucial for enforcing managed access to the database. This ensures that only the database owner (application) and explicitly granted roles have access to the objects within the database, promoting better security and control in a provider account. 'MANAGED SCHEMAS is schema level parameter not a DATABASE level parameter. Option A creates a database without managed access. Option B is syntactically incorrect. Option D is unrelated to access control. Option E is not the same as managed access.
NEW QUESTION # 120
You are developing a Snowflake Native Application that requires robust role-based access control. The application provides data transformation services to consumer accounts. You want to define distinct roles for different levels of access: 'TRANSFORMER_ADMIW (full control), 'TRANSFORMER USER (execute transformations), and 'TRANSFORMER OBSERVER (read-only access to metadata). In the setup script, which SQL statements are the MOST secure and efficient way to achieve this while adhering to Snowflake's recommended practices for application roles?
- A.

- B.

- C.

- D.

- E.

Answer: C
Explanation:
Option E is the MOST secure and recommended approach. It explicitly grants ownership to the role on the 'DATABASE and the 'SCHEMA' named 'app_stage' within the 'DATABASE. 'REVOKE CURRENT GRANTS' ensures that any previously granted privileges are removed, preventing unintended access. All roles are created within the 'app_public' schema to ensure they are application roles. All other roles are granted usage on the database and application schema in the 'app_db' database. Option A uses a naming convention where the schema names are identical to the role names, which is unusual and doesn't represent standard practices for Snowflake native applications. Options B lacks the important practice of creating the roles within the 'app_public' schema, rendering them non-application roles. Options C and D incorrectly refers to 'app_stage' outside the 'app_db' database, as it is not an fully qualified name.
NEW QUESTION # 121
You are developing a Snowflake Native Application that connects to an external API to enrich dat a. To comply with best practices and maintain security posture of your Native App, you decide to manage the API Key as Secret. Which of the following approach are needed to ensure that the Snowflake Native application can securely access the secret?
- A. Store the API key using Snowflake's secret management feature and the 'USAGE' privilege to the application's invoker's rights role.
- B. Store the API Key as an environment variable within the application container.
- C. Create a secure UDF that retrieves the API Key from an external key management system and grant USAGE privilege on UDF to the application role.
- D. Store the API Key as a Secret within Snowflake and grant USAGE privilege on the secret to the application role.
- E. Store the API Key directly within the application code, encrypting it using AES encryption with a key managed by Snowflake.
Answer: A,D
Explanation:
Snowflake's secret management feature with appropriate privilege grants is the recommended approach. Storing the API Key as a Secret (A & E) within Snowflake and granting 'USAGE privilege to the appropriate role (Application role or invoker's rights role) ensures secure access. Embedding the key directly in code (B) or as an environment variable (D) is insecure. While a UDF retrieving the key (C) could work, it adds complexity and potential performance overhead compared to using Snowflake's native secret management.
NEW QUESTION # 122
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