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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Account Management and Security	25%	- Account management and billing - Security and governance management - User management and authentication - Role-Based Access Control (RBAC)
Data Protection and Disaster Recovery	15%	- Snowflake Marketplace - Backup and restore procedures - Data replication - Disaster recovery planning
Virtual Warehouses	20%	- Virtual warehouse creation and management - Warehouse performance optimization - Resource monitors - Warehouse sizing and scaling
Performance and Monitoring	20%	- Query history and profiling - Query performance optimization - Clustering keys - Resource monitoring and management
Data Management	20%	- Data loading and unloading - Data sharing and replication - Time Travel and Fail-safe - Database object management

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q25-Q30):

NEW QUESTION # 25
What are characteristics of Dynamic Data Masking? (Choose two.)

A. A single masking policy can be applied to columns in different tables.
B. The role that creates the masking policy will always see unmasked data in query results.
C. A masking policy can be applied to the VALUE column of an external table.
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: A,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 # 26
Company A uses Snowflake to manage audio files of call recordings. Company A hired Company B, who also uses Snowflake, to transcribe the audio files for further analysis.
Company A's Administrator created a share.
What object should be added to the share to allow Company B access to the files?

A. A secure view with a column for pre-signed URLs.
B. A secure view with a column for the stage name and a column for the file path.
C. A secure view with a column for file URLs.
D. A secure view with a column for METADATA$FILENAME.

Answer: B

Explanation:
Sharing a secure view with a column for the stage name and a column for the file path allows Company B to access the referenced files through Snowflake's external or internal stage, without exposing direct URLs. This maintains security and supports seamless access for the recipient.

NEW QUESTION # 27
Which actions are considered breaking changes to data that is shared with consumers in the Snowflake Marketplace? (Choose two.)

A. Dropping a column from a table
B. Unpublishing the data listing
C. Adding region availability to the listing
D. Deleting data from a table
E. Renaming a table

Answer: A,E

Explanation:
Dropping a column from a table or renaming a table breaks the shared schema and can cause dependent queries to fail for consumers. These are considered breaking changes to shared data in the Snowflake Marketplace.

NEW QUESTION # 28
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. Use the CURRENT_ROLE context function to integrate with a masking policy on the fields that contain sensitive data.
C. Create a separate table for all the non-PII columns and grant the role DEVELOPER access to the new table.
D. 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.

Answer: B

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 # 29
What session parameter can be used to test the integrity of secure views based on the account that is accessing that view?

A. SIMULATED DATA SHARING CONSUMER
B. MIMIC CONSUMER ACCOUNT
C. TEST ACCOUNT ID
D. PRODUCER TEST ACCT

Answer: B

Explanation:
The session parameter MIMIC_CONSUMER_ACCOUNT allows a data provider to test how secure views will appear to a specific consumer account. This ensures the integrity and correctness of secure views before they are shared.

NEW QUESTION # 30
......

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