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| Section | Weight | Objectives |
|---|
| Snowflake Native Applications Installation and Testing | 20% | - Install and test native applications
- 1. Validate application functionality and performance
|
| 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
|
| 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
|
| Snowflake Native Applications Deployment | 25% | - Build, version, and release native applications
- 1. Use data sharing for app interoperability
- 2. Use Snowflake's marketplace
|
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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q368-Q373):
NEW QUESTION # 368
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?
- A. Read an environment variable set during the application installation process by the consumer.
- B. Examine the session context function 'CURRENT ACCOUNT()' function and compare it with the provider account identifier, if matches then it is a provider. It is the best method.
- C. Use which is a function specifically designed to check if the app is running in a consumer account.
- D. Query the view. Presence in this view indicates a provider environment.
Answer: B
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 # 369
You are designing a Snowflake Native Application that provides a data enrichment service. Consumers provide their data via a secure data share, and your application enriches it with external datasets within your provider account. To ensure data security and prevent accidental data leakage, which of the following strategies should you implement when designing the application's logic (select all that apply)?
- A. Log all data access and modifications performed by the application, including the user context (application role), timestamps, and objects accessed, for auditing purposes.
- B. Implement strict input validation and sanitization of the data received from the consumer to prevent SQL injection or other malicious attacks that could lead to data exfiltration.
- C. Grant the consumer's application role 'OWNERSHIP' privilege on the data share. This simplifies data management for the consumer.
- D. Create a dedicated service user within your provider account with restricted privileges to access the shared data. The application's logic should execute using this service user's context.
- E. Use fully qualified names when referencing objects within the consumer's shared data (e.g.,
Answer: A,B,E
Explanation:
Options B, D, and E are correct. B: using fully qualified names is crucial for unambiguously identifying the consumer's objects and preventing naming conflicts. D: Input validation is essential to protect against security vulnerabilities. E: Logging is vital for auditing and identifying potential security breaches. A is incorrect because granting ownership is excessive and insecure; the consumer should retain ownership. C is unnecessary and doesn't directly address the security concerns; using the application role provides sufficient context.
NEW QUESTION # 370
An application provider creates a Snowflake Native App that needs to access sensitive data within the consumer's account. The provider has already defined an APPLICATION ROLE named Which of the following combination of actions are required to grant the 'app_role' the ability to select data from a table named 'customer_data' in schema of database 'consumer_db' within the consumer's account? (Choose two)
- A. Grant the 'IMPORTED PRIVILEGES' privilege on the 'consumer_db' database to the 'APPLICATION PACKAGE.
- B. Grant the 'USAGE privilege on the schema to the 'APPLICATION ROLE app_role' .
- C. Grant the 'SELECT privilege on the 'consumer_db.app_schema.customer_data' table to the 'APPLICATION PACKAGE
- D. Grant the 'SELECT privilege on the 'consumer_db.app_schema.customer_data' table to the 'APPLICATION ROLE app_role'.
- E. No privileges are needed as the Application already installed in consumer account.
Answer: B,D
Explanation:
To enable an application role to access objects in the consumer account, SELECT access on the table, along with usage access to the schema, need to be granted to the APPLICATION ROLE. Granting privileges to the APPLICATION PACKAGE only makes the privileges available for granting to the application roles, it does not automatically provide access. SELECT privilege on the table and USAGE on the schema are both needed. The APPLICATION ROLE, not PACKAGE, needs the SELECT privilege to the table. IMPORTED PRIVILEGES is typically granted to share data across accounts, not within an account for a Native App.
NEW QUESTION # 371
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 'privileges.sql' file, where you define the privileges required by the application.
- B. The 'setup.sqrl' file, where you define SQL commands to be executed during app installation.
- C. The 'metadata.json' file, which only contains descriptive information about the app.
- D. The 'application.yaml' file under the 'configuration' section, where you can specify and define PARAMETERS with their types and default values.
- E. The 'deployment.sql' file where you define the app's deployment settings.
Answer: D
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 # 372
A software company, 'Data Insights Corp', develops a Snowflake Native App. They want to grant users the ability to view limited metadata information about the app's installation without granting them extensive privileges over the app's data or functionality. Which of the following options BEST represent the correct approach for granting Viewer privileges in a Snowflake Native App context to a consumer account user?
- A. Create a custom role in the consumer account and grant the 'MONITOR EXECUTION' privilege on the application instance to that role, then grant that role to the user.
- B. Grant the 'APPLY APPLICATION' privilege on the application package to the user role.
- C. Grant the USAGE privilege on the application package to the user role.
- D. Grant the 'IMPORTED PRIVILEGES privilege on the application package to the user role.
- E. Grant the 'SELECT' privilege on all tables within the application instance to the user role.
Answer: A
Explanation:
The correct answer is D. The 'MONITOR EXECUTION' privilege on the application instance, granted to a custom role (and then to the user), allows users to view execution-related metadata without granting broader data access. Granting 'USAGE, 'APPLY APPLICATION' , or 'IMPORTED PRIVILEGES on the application package are not directly related to providing viewer access to a running application instance. Granting 'SELECT provides direct data access, which is broader than viewer privileges.
NEW QUESTION # 373
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