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| Section | Weight | Objectives |
|---|
| Topic 1: Application Installation & Testing | 20% | - Debugging and troubleshooting - Testing strategies and validation - Installation procedures and dependencies - Provider and consumer workflows
|
| Topic 2: Application Deployment & Distribution | 25% | - Listing types and monetization - Upgrades and lifecycle management - Versioning and release management - Publishing to Snowflake Marketplace
|
| Topic 3: Advanced Features & Management | 20% | - Integration with Snowpark and external services - Governance and compliance - Event logging and telemetry - Billing events and cost monitoring
|
| Topic 4: Application Design & Creation | 35% | - Application packages and objects - Manifest files and configuration - Security and access control - Setup scripts and application logic - Native App Framework architecture
|
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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q207-Q212):
NEW QUESTION # 207
A provider develops a Snowflake Native Application that requires access to consumer's 'ORDERS' table for data enrichment. The provider has created an object role 'app_role'. Which of the following steps are REQUIRED for the application to successfully access and query the 'ORDERS table in the consumer's environment during the installation phase?
- A. The consumer creates a new role, grants SELECT on the 'ORDERS' table to this role, and then grants the role to the application's 'app_role' in the consumer account. The application manifest specifies the consumer_role.
- B. The consumer grants USAGE privilege on the database containing the 'ORDERS' table to the provider account.
- C. The consumer grants USAGE privilege on the schema containing the 'ORDERS' table to the provider account.
- D. The provider grants OWNERSHIP on the 'app_role' role to the application.
- E. The consumer grants IMPORTED PRIVILEGES on the share containing the 'ORDERS table to the 'app_role' in the provider account.
Answer: A
Explanation:
Option D is correct. To access the 'ORDERS' table, the consumer must grant necessary privileges to the application's 'app_role' within their account. Creating a new role, granting SELECT on the table to this role, and then granting the role to the application's role is the correct procedure. Options A, C, and E are incorrect because direct granting of privileges to the provider account is not the right way to provide application access, since Native Apps have to be securely isolated. Option B is incorrect because ownership transfer is generally not related to access within the consumer account.
NEW QUESTION # 208
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. 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.
- B. 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.
- C. 1. Create a patch for the existing application. 2. Deploy the patch to all consumer accounts. 3. Notify consumers of the updated patch.
- D. 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.
- 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: B
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 # 209
You are developing a Snowflake Native Application using Snowpark Container Services. The application needs to access sensitive data stored in an internal stage, but you want to ensure that only the application's container service can access this stage and no other users or processes. How can you achieve this using network policies and ingress/egress rules?
- A. Create an ingress rule for the container service that specifies allowed inbound connections and egress rule for the container service that only allows outbound traffic to Snowflake's internal endpoint for stage access. Grant 'READ and 'WRITE privileges on the internal stage to the Native App's service account.
- B. Create a network policy that allows inbound traffic from all IP addresses and attach it to the account. Grant 'READ and 'WRITE' privileges on the internal stage to the Native App's service account.
- C. Create a network policy that allows inbound traffic only from the specific IP address range of the Snowflake region where the container service is running. Grant READ and 'WRITE privileges on the internal stage to the Native App's service account.
- D. Create an egress rule for the container service that allows outbound traffic only to Snowflake's internal IP address range. Create a network policy that allows inbound traffic only from the container service's egress IP address. Grant 'READ and 'WRITE privileges on the internal stage to the Native App's service account.
- E. Create an ingress rule for the container service that allows only outbound traffic to the internet. Grant 'READ and 'WRITE privileges on the internal stage to the Native App's service account.
Answer: A
Explanation:
Option A provides no security. Option B relies on Snowflake's region IP addresses, which are not guaranteed and may change. Option C focuses on outbound traffic from the container service but doesn't properly restrict inbound access. Option D restricts outbound traffic unnecessarily and doesn't address inbound security. Option E is the MOST secure. It uses ingress and egress rules to control both inbound and outbound traffic for the container service and grants the necessary privileges to the service account. Ingress rule to specify the allowed inbound connection, and egress rule to only allow connection to snowflake's internal endpoint for stage access. This prevents other processes/users from accessing the stage.
NEW QUESTION # 210
You are designing a Snowflake Native Application that requires managing application roles and permissions. Which of the following best practices should be followed regarding application roles and permissions in a Snowflake Native Application?
- A. Grant all necessary privileges to the 'APPLICATION' role during setup, as this simplifies permission management for consumers.
- B. Bundle all application logic within a single stored procedure owned by the 'APPLICATION' role.
- C. Define granular application roles with specific permissions, and provide documentation to the consumer on how to grant these roles to their users.
- D. Use the 'EXECUTE AS OWNER clause for all stored procedures to avoid granting explicit privileges to the application roles.
- E. Avoid using application roles altogether and rely solely on the consumer's existing roles and permissions.
Answer: C
Explanation:
Defining granular application roles is crucial for security and maintainability. Consumers need to grant these roles to their users, so clear documentation is essential. Granting all privileges to the 'APPLICATION' role is overly permissive. 'EXECUTE AS OWNER can introduce complexities and might not always be appropriate. Relying solely on the consumer's roles limits the application's ability to control access. Bundling all logic into a single procedure hinders modularity and maintainability.
NEW QUESTION # 211
A provider is testing their Snowflake Native Application in a consumer environment. The application includes a Streamlit app that displays data from a table provisioned in the consumer account. The consumer reports that the Streamlit app is displaying an errorrelated to accessing the table. The 'streamlit.secretS dictionary is used to store the database connection details. The application role app_role' is designed to have access to the table. Which of the following could be potential causes of the problem, assuming the connection details are valid?
- A. The 'app_role' does not have the privilege on the database containing the table.
- B. The 'streamlit.secretS dictionary is not accessible to the application due to incorrect file permissions.
- C. The Streamlit app is not properly configured to assume the when executing queries.
- D. The consumer has not shared the database containing the table with the provider account.
- E. The 'app_role' does not have the 'SELECT privilege on the table.
Answer: A,C,E
Explanation:
Options A, B, and C are correct. For the Streamlit app to function correctly, the 'app_role' must have 'USAGE on the database, 'SELECT' on the table, and the Streamlit app must be correctly configured to assume the 'app_role' when executing queries. Option D is incorrect because the table is provisioned in the consumer environment, so sharing with the provider is not applicable. Option E is incorrect because streamlit.secrets' is a dictionary within the app, not related to file permissions.
NEW QUESTION # 212
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