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| Section | Weight | Objectives |
|---|
| Installation, Testing and Troubleshooting | 20% | - Validation and debugging
- 1. Tracing and troubleshooting workflows
- 2. Logging and event tables
|
| Deployment and Marketplace Publishing | 25% | - Distribution and lifecycle management
- 1. Version upgrades and release management
- 2. Marketplace listings and publishing
|
| Snowflake Native App Framework Overview | 20% | - Native application concepts and architecture
- 1. Manifest files and setup scripts
- 2. Application packages and structure
|
| Native Application Design and Creation | 35% | - Application development workflow
- 1. Building and versioning applications
- 2. Application roles and privileges
|
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SnowPro Specialty - Native Apps practice test & valid free NAS-C01 test questions
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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q40-Q45):
NEW QUESTION # 40
You've deployed a Snowflake Native Application to the Marketplace. A consumer reports an issue, and after investigating, you suspect a vulnerability related to SQL injection within a stored procedure. You want to implement best practices to mitigate this risk. Which of the following strategies are recommended to secure the stored procedure against SQL injection?
- A. Encode all user input before inserting it into SQL queries to neutralize potentially harmful characters.
- B. Implement strict input validation and sanitization to ensure that user input conforms to expected data types and patterns.
- C. Disable all external network access from within the stored procedure environment.
- D. Grant 'OWNERSHIP' privilege to the stored procedure to prevent unauthorized modifications.
- E. Use parameterized queries or prepared statements whenever possible to prevent user input from being directly interpreted as SQL code.
Answer: A,B,E
Explanation:
SQL injection vulnerabilities arise when user input is incorrectly incorporated into SQL queries. Parameterized queries (A) and input validation/sanitization (B) are crucial defenses. Parameterized queries treat input as data, not code, preventing injection. Input validation ensures only expected data reaches the query. Encoding user input (D) neutralizes harmful characters that could be exploited. Granting 'OWNERSHIP' (C) is for access control, not injection prevention. Disabling network access (E) might improve overall security but doesn't directly address SQL injection within the procedure.
NEW QUESTION # 41
You are developing a Snowflake Native Application using Python that processes financial transactions. The application relies on external stages for loading transaction dat a. After deploying the application to a consumer account, you observe that the application fails to load data from the stage, resulting in an 'Invalid stage name' error in the consumer's logs. Assume the stage was created and shared correctly. Which of the following steps would BEST help you diagnose the problem and ensure the application works as expected?
- A. Check the application's deployed version details in the consumer account's Snowflake UI to confirm the 'stage_name' parameter within the application manifest is defined correctly, and then within the Python code, make sure to utilize a fully qualified name when referring to the stage. Use Snowflake logging to write stage information to the event table.
- B. Redeploy the application with the 'REPLACE' flag to automatically update the stage definition on the consumer side, and confirm that the application has sufficient privileges to access the storage integration associated with the stage. In Python, trap any 'Invalid stage name' exceptions and retry after a short delay.
- C. Review the stage properties in both the provider and consumer accounts to ensure the storage integration is correctly configured and accessible from both sides. In the Python code, use the USE ROLE command to explicitly switch to the application's role before accessing the stage.
- D. Verify that the application manifest includes the correct stage definition with the 'privileges' parameter set to 'USAGE on the stage object. Also, within your Python code, use the 'snowflake.connector' to explicitly grant USAGE privilege from the application role to the stage.
- E. Ensure the stage definition in the 'manifest.yml' file uses the fully qualified name of the stage (database.schema.stage_name), and verify that the consumer has imported the stage's database and schema into their environment. In Python, use the 'DESC STAGE command via a Snowflake connector to confirm existence and permissions.
Answer: A
Explanation:
The BEST approach is to verify the stage definition in the 'manifest.ymr and ensure its deployed version details in the consumer account. Using fully qualified names in both the manifest and Python code is essential for the consumer to correctly resolve the stage. Correctly utilize Snowflake logging by writing stage information to the event table. This ensures the application can properly access the stage within the consumer's environment and provides debugging information if issues persist. Incorrect assumptions might lead to focusing on permissions when the fundamental issue is name resolution. Other options suggest using a 'snowflake.connector' to explicitly grant USAGE privilege from the application role to the stage or to utilize a fully qualified name when referring to the stage which will not solve the issue.
NEW QUESTION # 42
A data analytics company, 'Data Insights Pro', is developing a Snowflake Native App that visualizes customer behavior dat a. The app needs to read data from a secure customer table provided by the consumer and write aggregate reports back to a separate consumer- owned table for compliance. The customer table contains sensitive PII. Which of the following combinations of application privileges and app capabilities are NECESSARY and SUFFICIENT to achieve this securely, ensuring minimal access is granted?
- A. APPLICATION role WITH INSERT privilege on the REPORT TABLE, APPLICATION role WITH SELECT privilege on the CUSTOMER TABLE through a SECURE VIEW, and no additional capabilities.
- B. APPLICATION role WITH INSERT privilege on the REPORT TABLE, APPLICATION role WITH SELECT privilege on the CUSTOMER TABLE, and the 'network access' capability.
- C. APPLICATION role WITH OWNERSHIP on the REPORT_TABLE, APPLICATION role WITH SELECT privilege on the CUSTOMER_TABLE through a SECURE VIEW, and the 'network access' capability.
- D. APPLICATION role WITH OWNERSHIP on the REPORT TABLE, APPLICATION role WITH SELECT privilege on the CUSTOMER TABLE, and the 'external network access' capability.
- E. APPLICATION role WITH INSERT privilege on the REPORT_TABLE, APPLICATION role WITH SELECT privilege on the CUSTOMER_TABLE through a SECURE VIEW, and the 'external network access' capability.
Answer: A
Explanation:
The app needs to write to REPORT_TABLE (requires INSERT, not OWNERSHIP as ownership implies broader privileges than required), read from CUSTOMER TABLE (requires SELECT, and using a secure view is the best practice to minimize PII exposure), and does not require network access since everything happens within Snowflake's environment. No external network access is required as no data is transmitted externally.
NEW QUESTION # 43
A Snowflake Native Application uses a task 'aggregate_data' to aggregate dat a. This task is owned by the 'app_public' role and executes a stored procedure 'aggregate data proc'. Consumers have reported the task sometimes fails intermittently, citing permission issues, specifically related to accessing a specific table in the consumer account. The application provider has granted 'SELECT' privilege on the table to the 'app_public' role. However, the failures persist. What is the MOST LIKELY cause of the intermittent failures related to executing the task?
- A. The stored procedure is executed with caller's rights (CALLER), and the 'EXECUTE TASK privilege wasn't granted correctly, which causes the user to randomly lose access on the Snowflake Ul.
- B. The task 'aggregate_data' is executing with definer's rights (OWNER) of the application, so the grant of SELECT privilege to 'app_public' is sufficient, and there is likely an issue with transient network connectivity.
- C. The stored procedure is executed with caller's rights (CALLER), but the application role 'app_public' doesn't have sufficient warehouse privileges in the consumer account.
- D. The stored procedure is executed with caller's rights (CALLER), but the application role 'app_public' doesn't have the ACTIVATION privilege on the task.
- E. The stored procedure is executed with definer's rights (OWNER), so the privilege check occurs against the application provider's account, not the consumer's account.
Answer: E
NEW QUESTION # 44
You've identified a critical security vulnerability in your Snowflake Native Application that requires immediate remediation. You need to release a patch, but you want to minimize the impact on consumers who are already using your application. Which of the following approaches is MOST suitable for deploying this patch? Select TWO that apply.
- A. Leverage zero-downtime patching (if supported by Snowflake in future) by updating internal objects without requiring consumers to update or redeploy their installed application instances.
- B. Create a new version of the application package containing the patch. Ensure the new version addresses the vulnerability while maintaining backward compatibility with existing application interfaces and data formats, and then gradually roll out the new version to consumers using APPLICATION roles and grants.
- C. Create a new version of the application package with the patch applied, and immediately update the default version of the application package to the new version.
- D. Develop a SQL script containing the necessary fixes and provide it to consumers with instructions on how to apply it manually to their installed application instances.
- E. Issue an official announcement to all consumers that they need to uninstall and reinstall the application to receive the security fix.
Answer: A,B
Explanation:
Options C and E are the most suitable. Option C prioritizes security while minimizing disruption by maintaining backward compatibility and rolling out the patch gradually. Consumers can update at their own pace without breaking existing workflows. Option E (if it were a feature) is optimal for security patching as it does not require any end-user action at all. Option A immediately updating default version could disrupt those not prepared for change. Option B places a burden on the consumer and opens the door for manual errors. Option D is disruptive and inconvenient for consumers.
NEW QUESTION # 45
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