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| Section | Weight | Objectives |
|---|
| Topic 1: Virtual Warehouses | 20% | - Virtual warehouse creation and management - Resource monitors - Warehouse performance optimization - Warehouse sizing and scaling
|
| Topic 2: Data Management | 20% | - Data sharing and replication - Data loading and unloading - Database object management - Time Travel and Fail-safe
|
| Topic 3: Data Protection and Disaster Recovery | 15% | - Backup and restore procedures - Data replication - Disaster recovery planning - Snowflake Marketplace
|
| Topic 4: Account Management and Security | 25% | - Account management and billing - Role-Based Access Control (RBAC) - User management and authentication - Security and governance management
|
| Topic 5: Performance and Monitoring | 20% | - Query history and profiling - Clustering keys - Resource monitoring and management - Query performance optimization
|
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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q37-Q42):
NEW QUESTION # 37
An Administrator has been asked to support the company's application team need to build a loyalty program for its customers. The customer table contains Personal Identifiable Information (PII), and the application team's role is DEVELOPER.
CREATE TABLE customer_data (
customer_first_name string,
customer_last_name string,
customer_address string,
customer_email string,
... some other columns,
);
The application team would like to access the customer data, but the email field must be obfuscated.
How can the Administrator protect the sensitive information, while maintaining the usability of the data?
- A. Use the CURRENT_ROLE and CURRENT_USER context functions to integrate with a secure view and filter the sensitive data.
- B. Create a view on the customer_data table to eliminate the email column by omitting it from the SELECT clause. Grant the role DEVELOPER access to the view.
- C. Create a separate table for all the non-PII columns and grant the role DEVELOPER access to the new table.
- D. Use the CURRENT_ROLE context function to integrate with a masking policy on the fields that contain sensitive data.
Answer: D
Explanation:
The correct approach is to apply a dynamic data masking policy on the sensitive customer_email column. Using the CURRENT_ROLE context function in the masking policy allows the Administrator to obfuscate the email for the DEVELOPER role while maintaining usability of the data for other authorized roles.
NEW QUESTION # 38
An Administrator receives data from a Snowflake partner. The partner is sharing a dataset that contains multiple secure views. The Administrator would like to configure the data so that only certain roles can see certain secure views.
How can this be accomplished?
- A. Clone the data and insert it into a company-owned share and apply the desired RBAC on the new tables.
- B. Apply RBAC directly onto the partner's shared secure views.
- C. Individually grant imported privileges onto the schema in the share.
- D. Create views over the incoming shared database and apply the desired RBAC onto these views.
Answer: D
Explanation:
Permissions cannot be applied directly to objects in a shared database. To enforce role-based access, the Administrator must create views over the shared secure views in a local database and then apply RBAC privileges to those new views. This allows controlling which roles can see which data.
NEW QUESTION # 39
An organization's sales team leverages this Snowflake query a few times a day:
SELECT CUSTOMER_ID, CUSTOMER_NAME, ADDRESS, PHONE_NO
FROM CUSTOMERS
WHERE LAST_UPDATED BETWEEN TO_DATE(CURRENT_TIMESTAMP) AND (TO_DATE(CURRENT_TIMESTAMP)-7);
What can the Snowflake Administrator do to optimize the use of persisted query results whenever possible?
- A. Wrap the query in a User-Defined Function (UDF) to match syntax execution.
- B. Assign everyone on the sales team to the same virtual warehouse.
- C. Assign everyone on the sales team to the same security role.
- D. Leverage the CURRENT_DATE function for date calculations.
Answer: D
Explanation:
Query result caching in Snowflake requires queries to be textually identical. Using CURRENT_TIMESTAMP causes queries to differ on each execution. By switching to CURRENT_DATE, the query becomes stable within a day, allowing Snowflake to reuse persisted results and improve performance.
NEW QUESTION # 40
What are characteristics of Dynamic Data Masking? (Choose two.)
- A. A masking policy can be applied to the VALUE column of an external table.
- B. A single masking policy can be applied to columns in different tables.
- C. The role that creates the masking policy will always see unmasked data in query results.
- D. A masking policy that is currently set on a table can be dropped.
- E. A single masking policy can be applied to columns with different data types.
Answer: B,D
Explanation:
A masking policy applied to a table or column can be dropped or replaced as needed.
The same masking policy can be reused and applied to columns in different tables.
NEW QUESTION # 41
A Snowflake account is configured with SCIM provisioning for user accounts and has bi-directional synchronization for user identities. An Administrator with access to SECURITYADMIN uses the Snowflake UI to create a user by issuing the following commands:
use role USERADMIN;
create or replace role DEVELOPER_ROLE;
create user PTORRES PASSWORD = 'hello world!' MUST_CHANGE_PASSWORD = FALSE
default_role = DEVELOPER_ROLE;
The new user named PTORRES successfully logs in, but sees a default role of PUBLIC in the web UI. When attempted, the following command fails:
use DEVELOPER_ROLE;
Why does this command fail?
- A. The new role will only take effect once the identity provider has synchronized by way of SCIM with the Snowflake account.
- B. The new role can only take effect after USERADMIN has logged out.
- C. The DEVELOPER_ROLE needs to be granted to SYSADMIN before user PTORRES will be able to use the role.
- D. USERADMIN needs to explicitly grant the DEVELOPER_ROLE to the new USER.
Answer: D
Explanation:
Creating a user in Snowflake does not automatically grant them roles beyond PUBLIC. To use DEVELOPER_ROLE, the USERADMIN (or another role with MANAGE GRANTS privilege) must explicitly grant DEVELOPER_ROLE to PTORRES. Without this grant, the user cannot assume the role.
NEW QUESTION # 42
......
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