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| Section | Weight | Objectives |
|---|
| Snowflake Native Applications Design and Creation | 35% | - Create and manage billing events and cost monitoring techniques
- 1. Formulate Snowflake native application workflows and procedures
- Apply Snowflake best practices while building native application workloads
- 1. Design scalable applications
- 2. Build, distribute, and monetize apps in Snowflake
|
| 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. Data sharing and protection mechanisms
- 2. Cloud-based computing and storage concepts
- 3. Account security and access management
|
| 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 (Q85-Q90):
NEW QUESTION # 85
You are designing a Snowflake Native Application that uses Snowpark Container Services to process dat a. The application needs to store intermediate results in a Snowflake table. You have the following requirements: 1. The table should only be accessible to the Native App. 2. The table schema should be automatically updated when the application is upgraded. 3. You want to minimize the privileges granted to the container service's service account. Which of the following approaches should you use? (Select TWO)
- A. Create the table manually in the consumer's account and grant 'USAGE' and 'SELECT privileges on the table to the Native App's service account.
- B. Create a separate database for the Native App's internal data and grant the 'OWNERSHIP' privilege on this database to the Native App's service account.
- C. Create the table within the application's package using a setup script. The setup script should execute during the application installation and upgrade process.
- D. Grant 'ALL PRIVILEGES on the database containing the table to the Native App's service account. This allows the application to manage the table and its schema.
- E. Create the table within the application's package using a setup script. Grant the 'USAGE privilege on the application's schema to the Native App's service account.
Answer: C,E
Explanation:
Option A grants excessive privileges. Option C requires manual intervention and doesn't guarantee schema updates on upgrade. Option E is also too permissive. Option B is correct because creating the table within the application's package ensures that it's automatically created and updated during installation and upgrade. Option D is correct because we only need to grant USAGE on the application's schema to allow the Native App's service account to access the objects within the application. This follows least privilege and makes schema updates possible.
NEW QUESTION # 86
A Snowflake Native App developer is packaging their application and needs to define the necessary privileges within the application package's manifest file. The application requires 'SELECT' access to a view named 'PROVIDER VIEW' and 'USAGE' on the database 'PROVIDER DB'. Which of the following YAML snippets correctly defines these privileges in the manifest file? (Choose two)
Answer: C,E
Explanation:
Options A and C are functionally equivalent and the only two valid configurations. Snowflake manifest files use the 'resources' section to define the objects and their required privileges. Note that Snowflake resource types (like VIEW and DATABASE) are case-insensitive. Options B, D, and E do not conform to the expected manifest file structure for defining resources and their associated privileges in a Snowflake Native App. The actual syntax and keyword usages are crucial for correct interpretation by the Snowflake platform. The only difference between A and C is that it does not affect functionality but will use the best format.
NEW QUESTION # 87
You are developing a Snowflake Native Application that requires secure access to external services for data enrichment. You choose to implement an External Function with API Integration. Which of the following security best practices are MOST important to implement when configuring the API Integration and the External Function to minimize security risks?
- A. Grant usage on the API integration to PUBLIC role to allow all users to invoke the external function.
- B. Disable network policies on the API Integration to avoid accidental blocking of traffic.
- C. Store any sensitive credentials required by the external service directly in the External Function's code body for easy access.
- D. Configure 'AWS IAM ROLE ARNS or similar parameters (depending on cloud provider) to grant Snowflake the least privilege access to the specific resources on the external service required by the function.
- E. Use the parameter in the API Integration to restrict access to only the trusted IP addresses of the external service.
Answer: D,E
Explanation:
Options B and D are correct. Using restricts the allowed source IPs for connection to the External Function, reducing the attack surface. Using SAWS IAM ROLE ARN' (or equivalent) with the principle of least privilege ensures that Snowflake only has the necessary permissions on the external service, minimizing the potential impact of a compromised function. Option A is incorrect because granting usage to PUBLIC is a security risk. Option C is incorrect because storing credentials directly in code is a bad practice. Option E is incorrect because network policies should be in place for security. The other options either create a broad attack surface or directly expose sensitive information.
NEW QUESTION # 88
A developer is building a Snowflake Native App that requires secure storage of sensitive application configuration dat a. Which of the following Snowflake features is the MOST appropriate to use within the application package to manage and secure this data?
- A. Storing the data in a standard Snowflake table within the application package, relying on Snowflake's built-in encryption.
- B. Encrypting the data with a customer-managed key (CMK) stored outside of Snowflake and decrypting it within a UDF.
- C. Snowflake Stored Procedures with 'CALLER rights, encrypting the data within the procedure.
- D. Snowflake Secrets, accessed via SQL commands and managed through object privileges.
- E. Using a Stage to store encrypted configuration files, accessible by the application using external functions.
Answer: D
Explanation:
Snowflake Secrets are specifically designed for storing sensitive information like API keys and passwords within Snowflake. They provide a secure way to manage and access this data without exposing it directly in code. They leverage Snowflake's object privileges to control access.
NEW QUESTION # 89
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 definer's rights (OWNER), so the privilege check occurs against the application provider's account, not the consumer's account.
- B. 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.
- C. 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.
- D. 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.
- E. 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.
Answer: A
Explanation:
When a stored procedure is executed by a task, the stored procedure runs with the rights of the OWNER by default. This means that even if you grant 'SELECT privilege on the table to 'app_public' (the task's role), if the stored procedure is executing with definer's rights, it is checking the privileges in the application provider's account, not the consumer's. Therefore, the application provider's account needs to have SELECT privilege on the table. It is unlikely there is any issues related to warehouse rights, or that they would resolve transient network connectivity issues. The EXECUTE TASK' privilege only relates to being able to execute the task, not what the task can access.
NEW QUESTION # 90
......
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