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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Deployment and Marketplace Publishing | 25% | - Distribution and lifecycle management
|
| Topic 2: Installation, Testing and Troubleshooting | 20% | - Validation and debugging
|
| Topic 3: Native Application Design and Creation | 35% | - Application development workflow
|
| Topic 4: Snowflake Native App Framework Overview | 20% | - Native application concepts and architecture
|
>> Test Snowflake NAS-C01 Guide <<
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NEW QUESTION # 197
You are developing a Snowflake Native Application that needs to be deployed across multiple consumer accounts. The application relies on a secure external function (SEF) for real-time data enrichment. The SEF interacts with a third-party API secured with OAuth 2.0. What are the MOST important considerations when designing the setup script for this application to ensure seamless deployment and security in the consumer accounts?
Answer: A,B
Explanation:
Options C and E are the most secure and practical. Option C gives the consumer full control of the OAuth credentials. Option E uses secure secret objects, providing a way for consumers to inject their credentials post-installation without exposing them directly in the setup script, adhering to the principle of least privilege and enhancing security. Options A and B represent poor security practice. Option D is unreliable.
NEW QUESTION # 198
You're building a Streamlit application within a Snowflake Native App that uses the Permissions API (hypothetical) to control access to sensitive dat a. Your security team has mandated that any changes to data access privileges must be audited. How can you effectively log all privilege grant and revoke operations performed via the Permissions API within your Streamlit application running inside Snowflake, assuming you are given the hypothetical 'PermissionsClient' and methods as below?
Answer: C
Explanation:
Option A is the most comprehensive approach. It provides the most flexibility and control. By implementing a custom logging function, you can capture the specific details of each API call (including parameters), handle exceptions, and store the audit logs in a dedicated table within Snowflake. This table can then be easily queried, reported on, or integrated with external SIEM (Security Information and Event Management) tools for further analysis and alerting. Option B could be part of the solution, but filtering the QUERY_HISTORY table may not capture all details, especially if using stored procedures. It requires parsing SQL text, which can be brittle. Option C could work for some audit events, but you'd still need to create and manage a process to send these events to an audit log. Option D has limited granularity and security. Relying on Snowflake's native logs provides little control. Option E is incorrect; the hypothetical Permissions API doesn't automatically log actions to a user-accessible system table.
NEW QUESTION # 199
You're developing a Snowflake Native Application that stores user preferences in a table named 'USER PREFERENCES'. In version 1.0, this table only contained 'USER ID and 'THEME' columns. In version 2.0, you need to add a new 'LOCALE' column with a default value of 'en-CIS'. However, existing users should retain their existing preferences and not have the new 'LOCALE' column set to 'NULL'. Which of the following 'setup.sql' scripts correctly implements this requirement during the version upgrade?
Answer: E
Explanation:
Option C is the correct answer. Adding the column with DEFAULT 'en-US' and using the IF NOT EXISTS check will prevent errors when upgrading a second time (or if the column was manually added previously). Setting a default value at the column definition level automatically populates the new column for existing rows when the column is added. Option A will accomplish the immediate objective, but doesn't account for repeated runs of the script. Options B and E will not check the column existence and result in an error, as well as will populate all rows with 'en-US'. Option D is redundantly updating to 'en-US', but it has the same issue as Option B, as it doesn't check column existence and result in an error.
NEW QUESTION # 200
You are building a Snowflake Native Application that provides a data transformation service. You want to allow consumers to configure certain aspects of the transformation pipeline (e.g., the name of the target table, specific transformation logic). What are the recommended approach(es) to allow consumers to customize the application's behavior without directly modifying the application code?
Answer: B,D
Explanation:
Options B and D are correct. Exposing parameters in the setup script and stored procedures is a standard way to allow customization during installation and execution. A configuration table provides a flexible way for consumers to manage settings that can be read by the application. Option A is incorrect because forking the repository makes it difficult to manage updates and maintain security. Option C has security implications, as malicious code can be injected through user-defined UDFs. Option E is incorrect as the file download, modify, and upload method are complex for users to configure.
NEW QUESTION # 201
A Native Application provider wants to grant the 'SELECT privilege on a view, 'CUSTOMER DATA, in a shared database 'SALES DATA DB' to consumers installing their application. The provider also wants to ensure that future views created in 'SALES DATA DB' are automatically accessible to the application. Which of the following SQL statements, executed by the provider, achieves this with the LEAST amount of privilege escalation risk?
Answer: C
Explanation:
Option A is the correct answer because it grants 'SELECT on FUTURE VIEWS and ' IMPORTED PRIVILEGES'. This allows the application to select data from existing and newly created views within the shared database without granting unnecessary privileges like ALL PRIVILEGES (D) or relying solely on explicitly granting privileges to individual views (C). Option B is incorrect as it does not cover future views. Option E only provides usage privileges on the database, but does not extend the ability to query any data residing in the database.
NEW QUESTION # 202
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