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| Section | Weight | Objectives |
|---|
| Topic 1: Snowflake Native App Framework Overview | 20% | - Native application concepts and architecture
- 1. Manifest files and setup scripts
- 2. Application packages and structure
|
| Topic 2: Installation, Testing and Troubleshooting | 20% | - Validation and debugging
- 1. Logging and event tables
- 2. Tracing and troubleshooting workflows
|
| Topic 3: Deployment and Marketplace Publishing | 25% | - Distribution and lifecycle management
- 1. Version upgrades and release management
- 2. Marketplace listings and publishing
|
| Topic 4: Native Application Design and Creation | 35% | - Application development workflow
- 1. Building and versioning applications
- 2. Application roles and privileges
|
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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q274-Q279):
NEW QUESTION # 274
A Snowflake Native App developer is creating an application that needs to access data from multiple tables within a provider account. The developer wants to ensure the principle of least privilege and minimize the surface area for potential security vulnerabilities. Which approach is the MOST secure and efficient for granting the necessary privileges to the application?
- A. Grant the 'OWNERSHIP privilege on all relevant databases to the application role. This provides the application with full control over the data, ensuring it can perform any necessary operations.
- B. Grant the 'ALL PRIVILEGES privilege on all relevant tables to the application role. This provides the application with all possible privileges, simplifying privilege management.
- C. Create a custom role in the provider account, grant the required privileges on the tables to this role, and then grant the 'USAGE privilege on this custom role to the application role.
- D. Grant the USAGE privilege on all relevant databases and schemas, and the 'SELECT privilege on only the tables required by the application to the application role.
- E. Grant the 'SELECT privilege on all tables in the provider account to the application role.
Answer: D
Explanation:
Option B is the MOST secure and efficient. Granting 'USAGE' on databases and schemas allows the application to access these containers, while granting 'SELECT only on the necessary tables adheres to the principle of least privilege, minimizing potential security risks. Options A, C, and E grant overly broad privileges, which is not a secure practice. Option D, while seemingly applying least privilege, creates unnecessary role complexity and doesn't directly link the application role to the required object privileges.
NEW QUESTION # 275
You're packaging a Snowflake Native App and need to define the minimum Snowflake version required for installation. You also want to specify an optional PARAMETER that users can configure during installation to customize the app's behavior. Which section of the manifest file allows you to achieve this?
- A. The 'metadata.json' file, which only contains descriptive information about the app.
- B. The 'setup.sqrl' file, where you define SQL commands to be executed during app installation.
- C. The 'deployment.sql' file where you define the app's deployment settings.
- D. The 'privileges.sql' file, where you define the privileges required by the application.
- E. The 'application.yaml' file under the 'configuration' section, where you can specify and define PARAMETERS with their types and default values.
Answer: E
Explanation:
The 'application.yaml' file is the core configuration file for a Snowflake Native App. It's where you define the to ensure compatibility and declare PARAMETERS with their data types, descriptions, and optional default values, enabling customization during app installation.
NEW QUESTION # 276
You are developing a Snowflake Native Application that uses a custom Python handler to perform data transformations. This handler requires access to a third-party Python package not included in the standard Anaconda environment provided by Snowflake. To ensure the application functions correctly on consumer accounts, what steps must you take? (Select all that apply)
- A. Specify the Python package as a dependency in the application's setup script using a install command.
- B. Include the required Python package in the application package as a zip file using the 'CREATE or REPLACE FUNCTION' command with the 'imports' clause.
- C. Create a stage and upload the python package(s). Then in the Python UDF code, reference the python package from the stage.
- D. Instruct consumers to manually install the necessary Python package using 'pip install' in a Snowflake Snowpark Python worksheet after installing the application.
- E. Use the SALTER FUNCTION' command after installation on the consumer's account to add the required Python package to the function definition. This option is not possible.
Answer: B,C
Explanation:
Snowflake Native Applications cannot rely on consumers manually installing dependencies or executing arbitrary shell commands for security reasons. Including the Python package as a zip file via the 'imports' clause within the 'CREATE or REPLACE FUNCTION' command ensures that the dependency is automatically available when the Python handler is executed within the application environment on the consumer's account. Option C is not a valid command and not permissible in Snowflake. Also, consumers cannot use alter after the installation, Hence it will not work. A and D are the correct choices.
NEW QUESTION # 277
A software company, 'Datalnsights', is developing a Snowflake Native Application that requires restricted access to a source data table in the consumer's account. Datalnsights wants to ensure that only the application can access the data, and the consumer cannot directly query it. What is the MOST secure and recommended approach Datalnsights should use within their application package to grant access?
- A. Creating a secure view on top of the source data table and granting 'SELECT privilege to the application role on the view.
- B. Exposing the table directly through the application's setup script using 'GRANT SELECT ON TABLE TO APPLICATION ROLE app_role' .
- C. Granting 'SELECT privilege directly on the source data table to the application role.
- D. Using a secure UDF within the application to access the source data table, ensuring data masking and redaction, with only the UDF being granted SELECT privileges on the table.
- E. Granting the ' USAGE privilege on the database and schema containing the source data table directly to the application role.
Answer: D
Explanation:
Using a secure UDF is the recommended approach. By encapsulating the data access within a secure UDF, you can control precisely how data is accessed and potentially mask sensitive information. Options A, B and E grants direct access which contradicts the requirement for data restriction. While a secure view (C) adds a layer of indirection, a UDF provides greater flexibility and control over the data access logic and potential redaction.
NEW QUESTION # 278
Consider the following Snowflake Native App manifest file (manifest.yml):

Which statements accurately describe the implications of this manifest file? (Choose two)
- A. The consumer must provide a value for the secret during application installation.
- B. The application can interact with external network resources.
- C. The application is not listed on the Snowflake Marketplace.
- D. Consumers can share data with the application without any limitations.
- E. The application code defined in setup.sql will run during the installation of the Application Package by the provider.
Answer: A,C
Explanation:
Because 'private: true', the application won't be listed on the marketplace. The 'secrets' section indicates that the consumer must supply a value for 'API_KEY' during installation. 'external_network: false' prevents the app from making outbound network connections. The execute' ensures 'setup.sql' runs during installation. false' limits secure data sharing capabilities.
NEW QUESTION # 279
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