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| Section | Weight | Objectives |
|---|
| Topic 1: Advanced Features & Management | 20% | - Governance and compliance - Billing events and cost monitoring - Event logging and telemetry - Integration with Snowpark and external services
|
| Topic 2: Application Installation & Testing | 20% | - Provider and consumer workflows - Installation procedures and dependencies - Testing strategies and validation - Debugging and troubleshooting
|
| Topic 3: Application Deployment & Distribution | 25% | - Upgrades and lifecycle management - Listing types and monetization - Versioning and release management - Publishing to Snowflake Marketplace
|
| Topic 4: Application Design & Creation | 35% | - Application packages and objects - Native App Framework architecture - Setup scripts and application logic - Manifest files and configuration - Security and access control
|
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The top of the lists SnowPro Specialty - Native Apps (NAS-C01) exam practice questions features are free demo download facility, 1 year free updated Snowflake exam questions download facility, availability of SnowPro Specialty - Native Apps (NAS-C01) exam questions in three different formats, affordable price, discounted prices and Snowflake NAS-C01 exam passing money back guarantee.
Snowflake SnowPro Specialty - Native Apps Sample Questions (Q176-Q181):
NEW QUESTION # 176
You are packaging a Snowflake Native Application for listing on the Marketplace. You have developed a setup script (setup.sql) that creates necessary tables and stored procedures within the application container. During the security scan, you receive warnings related to 'Excessive Privileges Granted'. Review the following snippet from your setup.sql script:

What specific change(s) to the setup script would BEST address the 'Excessive Privileges Granted' warning while ensuring the application functions correctly after installation?
- A. Revoke the EXECUTE privilege on the 'init_app' procedure from the 'app_admin' role after the application is installed.
- B. Within the procedure, use the 'SECURITY INVOKER clause on the 'CREATE TABLE statement to ensure that the table is created with the end-user's privileges instead of the application owner's privileges.
- C. Modify the procedure to use an invoker's rights approach (EXECUTE AS OWNER) and limit the SELECT privilege on sapp_data' to only the specific columns required by the application.
- D. Modify the procedure to run with caller's rights (EXECUTE AS CALLER) and grant SELECT on 'app_data' directly to the end-user's role instead of the application role.
- E. Change the GRANT statement to 'GRANT SELECT ON TABLE app_data TO APPLICATION ROLE app_public WITH GRANT OPTION'.
Answer: C
Explanation:
Using an invoker's rights approach (EXECUTE AS OWNER) and limiting privileges to the minimum required (specific columns) reduces the attack surface and minimizes the risk of privilege escalation. Revoking privileges later (Option A) is not ideal as it requires post- installation steps. Caller's rights (Option B) would not work since the application needs its own privileges. SECURITY INVOKER (Option D) is not a valid clause for CREATE TABLE. WITH GRANT OPTION (Option E) would unnecessarily allow the application role to grant SELECT to other roles.
NEW QUESTION # 177
You are developing a Snowflake Native Application that allows customers to enrich their dat a. The application involves executing Javascript UDFs. Which of the following practices are considered unacceptable regarding code practices within the UDFs to ensure the Native App complies with Snowflake's requirements and security best practices?
- A. Using Javascript UDFs to access data not needed by the application to save on querying costs.
- B. Relying solely on the consumer's network policy to manage external network access from the UDFs.
- C. Directly embedding secrets (e.g., API keys, passwords) within the Javascript UDF code itself, even if obfuscated.
- D. Using JavaScript's eval() function to dynamically execute code based on user input or data retrieved from external sources.
- E. Using the SYSTEM$ALLOWLIST function to restrict external network access from the Javascript UDFs to a specific set of approved domains. Using Snowflake's network rules is also acceptable for newer accounts.
Answer: A,B,C,D
Explanation:
Options B, C, D and E are all unacceptable. Embedding secrets (B) directly in code is a major security risk. Using 'eval()' (C) opens the door to code injection vulnerabilities. Relying solely on the consumer's network policy (D) is insufficient; the application provider must also implement security measures. Javascript UDFs should only access required data by the application as this is also one of best practices regarding code practices within the UDFs. Option A is acceptable as it implements whitelisting of external network access.
NEW QUESTION # 178
A team developing a Snowflake Native Application is encountering performance issues. They suspect that the warehouse configuration might be suboptimal. They want to dynamically adjust the warehouse size based on the CPU utilization. Which of the following approaches can effectively address these performance concerns and allow dynamic warehouse resizing while adhering to security best practices?
- A. Develop a Snowflake Script owned by a dedicated application role. The script queries the view to determine average CPU utilization and dynamically resizes the warehouse using SALTER WAREHOUSE based on predefined thresholds. Grant the 'MODIFY privilege on the warehouse to the application role.
- B. Use an external task scheduling system (e.g., Airflow) to query the 'SNOWFLAKE.ACCOUNT USAGE.WAREHOUSE LOAD HISTORY view, calculate the average CPU utilization, and then execute ' ALTER WAREHOUSE using a Snowflake connector with credentials for a user with the ACCOUNTADMIN role.
- C. Develop a Snowflake script that queries the view, calculates the average CPU utilization over a period, and then executes 'ALTER WAREHOUSE' statement through the 'SYSTEM$WAIT' function to prevent resource contention. Assign the script's ownership to a dedicated application role.
- D. Directly use Snowflake's in-built auto-scaling features to dynamically resize based on load, if available, with appropriate resource monitors setup to control costs. Also, develop a Snowflake Script owned by a dedicated application role, that queries the view to determine average CPU utilization and dynamically resizes the warehouse using 'ALTER WAREHOUSE based on predefined thresholds. Grant the 'MODIFY privilege on the warehouse to the application role.
- E. Manually monitor warehouse CPU utilization and execute 'ALTER WAREHOUSE statements to resize the warehouse based on observed metrics. Use a dedicated Snowflake user for this purpose with the ACCOUNTADMIN role.
Answer: A,D
Explanation:
Option D offers a secure and automated approach. A Snowflake Script owned by an application role can safely query performance data and resize the warehouse. Granting 'MODIFY privilege is the correct way to allow an application role to alter the warehouse. Option A is manual and uses the powerful ACCOUNTADMIN role, which is not a best practice. Option B uses 'SYSTEM$WAIT which is not related to warehouse resizing and might be a anti-pattern and bad design. Option C uses an external system with the ACCOUNTADMIN role, which is less secure and complex. Option E utilizes both Snowflake's native auto-scaling and a custom script for a robust solution. It uses resource monitors which helps control costs and limits warehouse usages. This adds extra layer of protection and optimal utilization of resources, and is thus most correct and complete response.
NEW QUESTION # 179
An ISV is developing a data analytics application using Snowflake Native Apps. The application allows consumers to define custom data refresh schedules. These schedules are managed by stored procedures within the application. The stored procedures need to update a shared table (using SQL MERGE command) located in a different database (managed by the ISV) within the consumer's account. The Application provider doesn't want to give access to the underlying tables to the consumer. To achieve this, which of the following GRANT statements are needed to configure the correct set of privileges for the ISV's Application Role(s) to perform MERGE operations from inside the consumer's environment? (Select all that apply.)
- A. GRANT SELECT ON ALL TABLES IN DATABASE TO ROLE ;
- B. GRANT INSERT, UPDATE, DELETE ON TABLE .. TO ROLE ;
- C. GRANT USAGE ON SCHEMA TO ROLE ;
- D. GRANT ALL PRIVILEGES ON WAREHOUSE TO ROLE ;
- E. GRANT USAGE ON DATABASE TO ROLE ;
Answer: B,C,E
Explanation:
To perform MERGE operations, the ISV application needs the following privileges: USAGE on the ISV database. USAGE on the ISV schema. INSERT, UPDATE, and DELETE on the shared table. SELECT is not enough for MERGE. Granting ALL PRIVILEGES on the warehouse is too broad and unnecessary for the specific task. Granting select on all tables is not required either as you're targeting a single table for DML operation.
NEW QUESTION # 180
A Snowflake Native Application is designed to process customer data using a series of stored procedures. One of the stored procedures, process data', requires access to a stage named 'customer stage' in the consumer's account to load dat a. The application role 'app_role' is intended to manage all access within the application. However, the procedure fails with a permission error during testing in the consumer environment. Which of the following combination of steps is required to fix the problem?
- A. Grant 'USAGE privilege on the database and schema containing 'customer_stage' to the 'app_role', and grant 'READ privilege on 'customer_stage' to the app_role' .
- B. The stored procedure needs to be defined with 'EXECUTE AS CALLER rights to assume the privileges of the role executing the procedure.
- C. Grant 'READ and ' WRITE privilege on 'customer_stage' directly to the provider account.
- D. Grant 'USAGE privilege on the database and schema containing 'customer_stage' to the provider account, and grant privilege on 'customer_stage' to the 'app_role' .
- E. Grant 'USAGE privilege on the database and schema containing 'customer_stage' to the 'app_role', and create a new role in the consumer account, grant 'READ on the 'customer_stage' to this new role, then grant this new role to 'app_role' .
Answer: A,B
Explanation:
Options A and E are correct. Option A: The 'app_role' needs 'USAGE privileges on the database and schema to access objects within them. It also needs 'READ' privilege on the stage to load data from it. Option E: If the stored procedure is accessing objects with the 'OWNER rights instead of 'CALLER rights, then it doesn't matter what the 'app_role' has privileges to. The procedure needs to be defined to execute as the caller to take advantage of the consumers permissions to external stages. Options B and C are incorrect because granting privileges directly to the provider account or the consumer account is the incorrect pattern for Snowflake Native Apps. The privileges should be managed within the consumer account, usually through an 'app_role' . Option D includes an unnecessary intermediary role that is not needed.
NEW QUESTION # 181
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