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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Native Application Design and Creation | 35% | - Application development workflow
|
| Topic 2: Snowflake Native App Framework Overview | 20% | - Native application concepts and architecture
|
| Topic 3: Deployment and Marketplace Publishing | 25% | - Distribution and lifecycle management
|
| Topic 4: Installation, Testing and Troubleshooting | 20% | - Validation and debugging
|
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NEW QUESTION # 147
You are developing a Snowflake Native App that utilizes Streamlit for its user interface. You want to control the app's behavior based on whether it's running in a development environment within your provider account or in a consumer account after installation. Which of the following methods can you use within your 'streamlit.py' to determine the current execution context (Provider vs. Consumer) reliably?
Answer: D
Explanation:
Using session context function such as and comparison with the provider account identifier is the most reliable way to determine if the app is running in the provider account. does not exist, and querying INFORMATION_SCHEMA.APPLICATIONS is designed for a different purpose.
NEW QUESTION # 148
Your team is developing a Snowflake Native App that requires access to network resources outside of Snowflake. After configuring an external access integration, you encounter an error indicating that the application cannot access the specified endpoint, even though the integration appears to be correctly configured. Assuming all network policies are in place and the external access integration is correctly defined, what is the MOST likely cause of this issue and how can it be resolved?
Answer: A,C
Explanation:
The application role needs 'IMPORTED PRIVILEGES on the external access integration to utilize its settings (A). Also, the specific external functions or procedures within the application that are leveraging the external access integration require the 'REFERENCE USAGE privilege on the integration (E). Without both privileges granted, the application won't be able to access the external resources defined in the integration. Option B 'USAGE' is not the correct privilege for external access integrations. While options C and D could be potential issues, they are less likely if the integration appears to be correctly configured.
NEW QUESTION # 149
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,E
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 # 150
A Native App provider has created an application package and wants to control the versions of the application available to different consumers. They need to ensure that a specific consumer account, 'CUSTOMER R, only has access to version '1.0' of the application. Which of the following steps are necessary to achieve this?
Answer: C
Explanation:
The correct approach is to specify the VERSION parameter within the CREATE AUTHORIZATION GRANT statement. This allows the provider to control which version of the application a specific consumer is authorized to use. Creating separate packages or shares is not the intended mechanism for version control within the Native App Framework. It's important to grant authorization to application roles.
NEW QUESTION # 151
Consider the following Java UDF code snippet intended for use in a Snowflake Native Application. The UDF is designed to retrieve data from an external REST API. The code throws a 'java.net.SocketTimeoutException' intermittently when the API takes longer than expected to respond. How can you best handle this exception within the UDF to provide a more informative error message to the consumer and prevent the entire application from failing?





Answer: A
Explanation:
Option C is the best approach. Throwing a 'SnowflakeSQLException' allows you to provide a structured error message to the consumer with a custom error code CAPI_TIMEOUT) and a user-friendly message. It also includes the original exception for debugging purposes. Option A throws a generic 'RuntimeException' which is not specific to Snowflake and doesn't provide a clear error code. Option B only prints the error to standard error, which may not be captured or easily accessible within Snowflake. Option D returns a string which may not be the expected return type of the UDF and doesn't provide a structured error. Option E only logs the exception to an external service but the UDF needs to handle the error and return the correct snowflake error.
NEW QUESTION # 152
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