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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Performance Monitoring and Tuning	20%	- System monitoring and troubleshooting 1. Error logging and troubleshooting techniques 2. Account and warehouse usage metrics 3. Workload isolation and concurrency control - Query performance analysis 1. Query profiling and execution plans 2. Materialized views and search optimization 3. Indexing and clustering keys optimization
Account and Security Administration	30%	- Access control and security 1. Role-based access control (RBAC) design 2. Data security and masking policies 3. User and privilege management 4. Authentication and network policies - Account configuration and management 1. Organization and account structures 2. Edition and feature configuration 3. Cost management and billing
Data Sharing and Marketplace	10%	- Secure data sharing 1. Shares, readers and data providers 2. Secure views and data consumption - Snowflake Marketplace 1. Marketplace administration and governance 2. Listing and consuming data products
Resource Management and Optimization	25%	- Database and object management 1. Data retention and time travel 2. Storage management and clustering 3. Schema design and object lifecycle - Virtual warehouse administration 1. Cost optimization strategies 2. Warehouse sizing, scaling and suspension 3. Workload management and resource monitoring
Business Continuity and Disaster Recovery	15%	- Data protection and replication 1. Cross-region and cross-cloud replication 2. Database cloning and backup strategies 3. Time travel and fail-safe configuration - Disaster recovery planning 1. Recovery time and point objectives 2. Failover and failback procedures

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q14-Q19):

NEW QUESTION # 14
In which scenario will use of an external table simplify a data pipeline?

A. When continuously writing data from a Snowflake table to external storage
B. When accessing a Snowflake table from an external database within the same region
C. When accessing a Snowflake table from a relational database
D. When accessing a Snowflake table that references data files located in cloud storage

Answer: D

Explanation:
External tables in Snowflake are specifically designed to reference and query data files located in external cloud storage. This simplifies data pipelines by allowing direct SQL access to external data without the need for loading it into Snowflake.

NEW QUESTION # 15
A Snowflake Administrator needs to persist all virtual warehouse configurations for auditing and backups. Given a table already exists with the following schema:
Table Name: VWH_META
Column 1: SNAPSHOT_TIME TIMESTAMP_NTZ
Column 2: CONFIG VARIANT
Which commands should be executed to persist the warehouse data at the time of execution in JSON format in the table VWH_META?

A. SHOW WAREHOUSES;
INSERT INTO VWH_META
SELECT CURRENT_TIMESTAMP(), *
FROM TABLE(RESULT_SCAN(LAST_QUERY_ID()));
B. SHOW WAREHOUSES;
INSERT INTO VWH_META
SELECT CURRENT_TIMESTAMP(),
OBJECT_CONSTRUCT(*)
FROM TABLE(RESULT_SCAN(LAST_QUERY_ID()));
C. SHOW WAREHOUSES;
INSERT INTO VWH_META
SELECT CURRENT_TIMESTAMP(),
FROM TABLE(RESULT_SCAN(LAST_QUERY_ID(1)));
D. SHOW WAREHOUSES;
INSERT INTO VWH_META
SELECT CURRENT_TIMESTAMP(), *
FROM TABLE(RESULT_SCAN(SELECT LAST_QUERY_ID(-1)));

Answer: B

Explanation:
To persist warehouse configurations in JSON format, the result set from SHOW WAREHOUSES must be captured and converted into a variant object. Using OBJECT_CONSTRUCT(*) with RESULT_SCAN(LAST_QUERY_ID()) stores the full warehouse configuration snapshot as JSON in the CONFIG VARIANT column, along with the timestamp.

NEW QUESTION # 16
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 file URLs.
B. A secure view with a column for pre-signed URLs.
C. A secure view with a column for METADATA$FILENAME.
D. A secure view with a column for the stage name and a column for the file path.

Answer: D

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 # 17
The following SQL command was executed:
Use role SECURITYADMIN;
Grant ownership
On future tables
In schema PROD.WORKING
To role PROD_WORKING_OWNER;
Grant role PROD_WORKING_OWNER to role SYSADMIN;
Use role ACCOUNTADMIN;
Create table PROD.WORKING.XYZ (value number);
Which role(s) can alter or drop table XYZ?

A. SECURITYADMIN, SYSADMIN, and ACCOUNTADMIN can alter or drop table XYZ.
B. PROD_WORKING_OWNER, ACCOUNTADMIN, and SYSADMIN can alter or drop table XYZ.
C. Because ACCOUNTADMIN created the table, only the ACCOUNTADMIN role can alter or drop table XYZ.
D. Only the PROD_WORKING_OWNER role can alter or drop table XYZ.

Answer: B

Explanation:
Although ACCOUNTADMIN created the table, the future ownership grant ensures ownership of new tables in PROD.WORKING is assigned to PROD_WORKING_OWNER. Since PROD_WORKING_OWNER was granted to SYSADMIN, both roles, along with ACCOUNTADMIN (which always has ultimate rights), can alter or drop the table XYZ.

NEW QUESTION # 18
Which Snowflake objects can be managed using SCIM integration? (Choose two.)

A. Shares
B. Users
C. Warehouses
D. Roles
E. Stages

Answer: B,D

Explanation:
SCIM integration in Snowflake is used to manage users and roles for automated provisioning and de-provisioning from external identity providers.

NEW QUESTION # 19
......

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