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| Section | Weight | Objectives |
|---|
| Topic 1: Snowflake Native Applications Deployment | 25% | - Build, version, and release native applications
- 1. Use Snowflake's marketplace
- 2. Use data sharing for app interoperability
|
| Topic 2: Snowflake Native Applications Installation and Testing | 20% | - Install and test native applications
- 1. Validate application functionality and performance
|
| Topic 3: Snowflake Native Applications Design and Creation | 35% | - Apply Snowflake best practices while building native application workloads
- 1. Design scalable applications
- 2. Build, distribute, and monetize apps in Snowflake
- Create and manage billing events and cost monitoring techniques
- 1. Formulate Snowflake native application workflows and procedures
|
| Topic 4: Snowflake Native App Framework Overview | 20% | - Understand Snowflake architecture, features, tools, and best practices
- 1. Account security and access management
- 2. Data sharing and protection mechanisms
- 3. Cloud-based computing and storage concepts
|
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NAS-C01 Cert Guide - Quiz 2026 Snowflake First-grade NAS-C01 Latest Dumps Pdf
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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q213-Q218):
NEW QUESTION # 213
A data science team is developing a Snowflake Native Application that provides predictive analytics for financial institutions. The application requires access to usage data from consumer accounts, but only aggregated and anonymized data should be exposed. As the application provider, you need to grant the necessary privileges while adhering to the principle of least privilege. Which combination of global privileges and application logic will achieve this?
- A. Grant the USAGE global privilege on the account and implement stored procedures within the application that perform the aggregation and anonymizatiom
- B. Create a custom role with the MONITOR USAGE global privilege, grant this role to the application, and use secure views within the application to expose only the aggregated and anonymized data.
- C. Grant the ACCOUNTADMIN role to the application and rely on the application code to filter and anonymize the data.
- D. Grant the IMPORTED PRIVILEGES global privilege on the account and rely on data sharing agreements to control access to the aggregated and anonymized data.
- E. Grant the READ global privilege on the account metadata and use Snowflake's masking policies within the application to anonymize sensitive data.
Answer: B
Explanation:
Granting the MONITOR USAGE global privilege to a custom role and then granting that role to the application is the most appropriate approach. This adheres to the principle of least privilege by only granting the necessary privilege. Secure views provide an additional layer of security and data governance by controlling exactly what data is exposed to the application, ensuring that only aggregated and anonymized data is accessible. Options A, B, D, and E either grant excessive privileges or rely on application code for security, which is less secure than using Snowflake's built-in features.
NEW QUESTION # 214
After publishing your Snowflake Native Application on the Marketplace, you discover that a critical security vulnerability has been identified in a third-party library included in your application package. You need to quickly address this issue and push an updated version to your consumers. What is the recommended sequence of steps to remediate this vulnerability with minimal disruption to your users?
- A. 1. Create a patch for the existing application. 2. Deploy the patch to all consumer accounts. 3. Notify consumers of the updated patch.
- B. 1. Immediately unlist the current version of the application. 2. Develop and test a new version with the updated library. 3. Publish the new version to the Marketplace. 4. Announce the new version to consumers.
- C. 1. Develop and test a new version with the updated library. 2. Publish the new version to the Marketplace. 3. Deprecate the vulnerable version. 4. Announce the new version to consumers.
- D. 1. Develop and test a new version with the updated library. 2. Publish the new version as a private listing to selected consumers for testing. 3. Once validated, publish the new version to the Marketplace. 4. Deprecate the vulnerable version. 5. Announce the new version to consumers.
- E. 1. Deprecate the current version of the application. 2. Develop and test a new version with the updated library. 3. Publish the new version to the Marketplace. 4. Announce the new version to consumers.
Answer: C
Explanation:
The recommended approach prioritizes a swift update with minimal disruption. Developing and testing a new version, publishing it, deprecating the old version, and then announcing it ensures continuous availability. Unlisting (D) or immediately deprecating (A) the application causes disruption. Patches (B) are not the standard procedure for Native Apps. A private listing (C) adds unnecessary complexity in this urgent scenario.
NEW QUESTION # 215
You are developing a Snowflake Native Application that needs to be deployed across multiple Snowflake accounts. The application includes a setup script that creates several tables and stored procedures. However, some consumers might have naming conflicts with the objects created by your setup script. Which of the following strategies can you use to minimize naming conflicts and ensure smooth application deployment? (Select all that apply)
- A. Instruct consumers to drop any conflicting objects before installing the application.
- B. Utilize the 'CREATE OR REPLACE syntax for all objects in the setup script to overwrite any existing objects.
- C. Prefix all objects created by the setup script with a unique, application-specific identifier.
- D. Package all application objects into a dedicated schema within the consumer's database.
- E. Dynamically generate object names within the setup script using the application's name and a random suffix.
Answer: C,D,E
Explanation:
Prefixing objects with an application-specific identifier provides a clear and consistent way to avoid naming collisions. Dynamically generating object names makes it very unlikely for conflicts to occur. Packaging objects into a dedicated schema isolates the application's objects and prevents them from interfering with the consumer's existing objects. Asking consumers to drop objects is not user-friendly and can lead to data loss. Using 'CREATE OR REPLACE might unintentionally overwrite important objects belonging to the consumer.
NEW QUESTION # 216
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. Create a stage and upload the python package(s). Then in the Python UDF code, reference the python package from the stage.
- C. 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.
- D. Instruct consumers to manually install the necessary Python package using 'pip install' in a Snowflake Snowpark Python worksheet after installing the application.
- E. Include the required Python package in the application package as a zip file using the 'CREATE or REPLACE FUNCTION' command with the 'imports' clause.
Answer: B,E
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 # 217
You are packaging a Snowflake Native Application for distribution. You need to include a Python User-Defined Function (UDF) that reads data from a stage. Which of the following steps are REQUIRED to ensure the UDF functions correctly after installation in a consumer's account? (Choose two)
- A. Ensure the stage containing the Python file is explicitly referenced with 'OWNER' rights in the application manifest file.
- B. Grant the 'READ privilege on the stage to the schema in the provider account before building the application package.
- C. Grant on the stage and 'USAGE' on the database and schema containing the stage to the 'SNOWFLAKCORE.BUILTIN APP API' schema in the provider account before building the application package.
- D. Explicitly grant 'USAGE privilege on the stage to each role within the application that will execute the UDF in the 'setup.sqr script.
- E. Include the Python code for the UDF inline within the 'CREATE FUNCTION' statement, instead of referencing an external stage.
Answer: C,D
Explanation:
To allow the UDF to read the data from the stage in the consumer account, the schema in the provider account (used for building the application package) must be granted 'READ' on the stage and 'USAGE' on the database and schema containing the stage. Furthermore, you need to explicitly grant "USAGE privilege on the stage to each role within the application that will execute the UDF in the 'setup.sqr script after the app has been installed in the consumer account. Including the Python code inline negates the purpose of using a stage. OWNER rights on the stage are not necessary and potentially insecure.
NEW QUESTION # 218
......
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