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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Management | 20% | - Data loading and unloading - Data sharing and replication - Database object management - Time Travel and Fail-safe |
| Topic 2: Performance and Monitoring | 20% | - Query history and profiling - Clustering keys - Query performance optimization - Resource monitoring and management |
| Topic 3: Data Protection and Disaster Recovery | 15% | - Disaster recovery planning - Snowflake Marketplace - Backup and restore procedures - Data replication |
| Topic 4: Virtual Warehouses | 20% | - Virtual warehouse creation and management - Resource monitors - Warehouse performance optimization - Warehouse sizing and scaling |
| Topic 5: Account Management and Security | 25% | - Role-Based Access Control (RBAC) - Account management and billing - User management and authentication - Security and governance management |
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NEW QUESTION # 32
What Snowflake capabilities are commonly used in rollback scenarios? (Choose two.)
Answer: C,D
Explanation:
Creating a clone of a table at a point in time before a problematic statement uses Snowflake Time Travel to restore the table’s previous state without copying data. This allows recovery of the table as it existed before the issue occurred.
Swapping tables enables a fast rollback by exchanging the original production table with the restored backup table. This operation is metadata-only and allows immediate restoration of the previous version of the data with minimal downtime.
NEW QUESTION # 33
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?
Answer: A
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 # 34
DatabaseA has a single schema called Schema1. This schema contains many tables and views. The ANALYST role has privileges to select from all objects in DatabaseA.Schema1. The SYSADMIN role clones DatabaseA to DatabaseA_clone.
What privileges does the ANALYST role have on tables and views in DatabaseA_clone? (Choose two.)
Answer: C,D
Explanation:
When a database is cloned, the privileges granted on objects within the source database are preserved in the cloned database. Roles that had privileges on objects such as tables and views continue to have those privileges on the corresponding cloned objects. Therefore, the ANALYST role retains SELECT privileges on all tables and views within the cloned schema.
In addition, the cloned database and schema inherit the same access control configuration, allowing the role to use the schema within the cloned database.
NEW QUESTION # 35
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?
Answer: B
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 # 36
Which statement allows a Snowflake Administrator to retrieve the network policy applied to their Snowflake account?
Answer: D
Explanation:
The network policy applied at the account level is stored as an account parameter. Using a SHOW PARAMETERS command with the filter for NETWORK POLICY at the account scope returns the currently configured value, which identifies the network policy associated with the account.
NEW QUESTION # 37
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