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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Virtual Warehouses	20%	- Resource monitors - Warehouse performance optimization - Virtual warehouse creation and management - Warehouse sizing and scaling
Topic 2: Data Management	20%	- Database object management - Data loading and unloading - Data sharing and replication - Time Travel and Fail-safe
Topic 3: Performance and Monitoring	20%	- Query history and profiling - Resource monitoring and management - Clustering keys - Query performance optimization
Topic 4: Account Management and Security	25%	- Security and governance management - Role-Based Access Control (RBAC) - Account management and billing - User management and authentication
Topic 5: Data Protection and Disaster Recovery	15%	- Snowflake Marketplace - Disaster recovery planning - Backup and restore procedures - Data replication

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q49-Q54):

NEW QUESTION # 49
A virtual warehouse report_wh is configured with AUTO_RESUME=TRUE and AUTO_SUSPEND=300. A user has been granted the role accountant.
An application with the accountant role should use this warehouse to run financial reports, and should keep track of compute credits used by the warehouse.
What minimal privileges on the warehouse should be granted to the role to meet the requirements for the application? (Choose two.)

A. MODIFY
B. OWNERSHIP
C. MONITOR
D. USAGE
E. OPERATE

Answer: C,D

Explanation:
USAGE privilege is required to run queries on the warehouse.
MONITOR privilege allows tracking and viewing compute credit usage for the warehouse.

NEW QUESTION # 50
When does auto-suspend occur for a multi-cluster virtual warehouse?

A. After a specified period of time when an additional cluster has started on the maximum number of clusters specified for a warehouse.
B. When the minimum number of clusters is running and there is no activity for the specified period of time.
C. When there has been no activity on any cluster for the specified period of time.
D. Auto-suspend does not apply for multi-cluster warehouses.

Answer: B

Explanation:
For a multi-cluster virtual warehouse, auto-suspend only triggers when the minimum number of clusters is running and there has been no activity for the specified period. Additional clusters above the minimum scale back down automatically, but suspension of the entire warehouse occurs only when the base minimum is idle.

NEW QUESTION # 51
A retailer uses a TRANSACTIONS table (100M rows, 1.2 TB) that has been clustered by the STORE_ID column (varchar(50)). The vast majority of analyses on this table are grouped by STORE_ID to look at store performance.
There are 1000 stores operated by the retailer but most sales come from only 20 stores. The Administrator notes that most queries are currently experiencing poor pruning, with large amounts of bytes processed by even simple queries.
Why is this occurring?

A. The table is not big enough to take advantage of the clustering key.
B. The STORE_ID should be numeric.
C. The cardinality of the stores to transaction count ratio is too low to use the STORE_ID as a clustering key.
D. Sales across stores are not uniformly distributed.

Answer: D

Explanation:
Clustering is effective when data distribution across the clustering key is relatively uniform. In this case, most transactions are concentrated in only 20 of the 1000 stores, leading to skewed data distribution. This imbalance causes poor pruning, since large portions of micro-partitions still need to be scanned, even for queries targeting specific stores.

NEW QUESTION # 52
An Administrator loads data into a staging table every day. Once loaded, users from several different departments perform transformations on the data and load it into different production tables.
How should the staging table be created and used to MINIMIZE storage costs and MAXIMIZE performance?

A. Create it as a transient table with a retention time of 0 days.
B. Create it as a temporary table with a retention time of 0 days.
C. Create it as an external table, which will not incur Time Travel costs.
D. Create it as a permanent table with a retention time of 0 days.

Answer: A

Explanation:
A transient table is best suited for staging because it avoids long-term storage costs by not maintaining Fail-safe and can have Time Travel retention set to 0 days. This minimizes storage costs while still providing performance comparable to permanent tables, making it the optimal choice for daily staging data.

NEW QUESTION # 53
A company enabled replication between accounts and is ready to replicate data across regions in the same cloud service provider.
The primary database object is : PROD_AWS_EAST. Location : AWS_EAST
The secondary database object is : PROD_AWS_WEST. Location : AWS_WEST
What command and account location is needed to refresh the data?

A. Location : AWS_EAST
Command : ALTER DATABASE PROD_AWS_WEST REFRESH;
B. Location : AWS_WEST
Command : REFRESH DATABASE PROD_AWS_WEST REFRESH;
C. Location : AWS_EAST
Command : REFRESH DATABASE PROD_AWS_WEST REFRESH;
D. Location : AWS_WEST
Command : ALTER DATABASE PROD_AWS_WEST REFRESH;

Answer: D

Explanation:
To update a secondary database with changes from its primary, the ALTER DATABASE <secondary_db> REFRESH; command must be executed in the secondary account/region. In this case, that means running the command on PROD_AWS_WEST in AWS_WEST.

NEW QUESTION # 54
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