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| Section | Weight | Objectives |
|---|---|---|
| Snowflake Architecture & Cloud Concepts | 25% | - Cloud platform integrations - Three-layer architecture - Micro-partitions, clustering & caching - Virtual warehouses & compute resources |
| Data Protection & Sharing | 10% | - Cloning & zero-copy replication - Data marketplace & collaboration - Time Travel & Fail-safe - Secure data sharing & reader accounts |
| Performance & Optimization | 15% | - Query optimization & pruning - Search optimization & materialized views - Resource monitoring & cost control - Warehouse sizing & scaling |
| Account Access & Security | 20% | - Data encryption & governance - Security monitoring & compliance - Users, roles & privilege model - Network policies & authentication |
| Data Loading & Transformation | 20% | - Semi-structured & unstructured data - Internal/external stages & file formats - Bulk loading & Snowpipe - DDL/DML & data transformation |
| Data Pipelines & Automation | 10% | - Tasks & scheduling - Streams & change data capture - Stored procedures & error handling - Pipeline monitoring & management |
1. What happens when a cloned table is replicated to a secondary database? (Select TWO)
A) Additional costs for storage are charged to a secondary account
B) Metadata pointers to cloned tables are replicated
C) A read-only copy of the cloned tables is stored.
D) The physical data is replicated
E) The replication will not be successful.
2. What are best practice recommendations for using the ACCOUNTADMIN system-defined role in Snowflake?
(Choose two.)
A) The ACCOUNTADMIN role must be granted to only one user.
B) Ensure all ACCOUNTADMIN roles use Multi-factor Authentication (MFA).
C) Assign the ACCOUNTADMIN role to at least two users, but as few as possible.
D) All users granted ACCOUNTADMIN role must also be granted SECURITYADMIN role.
E) All users granted ACCOUNTADMIN role must be owned by the ACCOUNTADMIN role.
3. Users are responsible for data storage costs until what occurs?
A) Data expires from Fail-safe
B) Data expires from Time Travel
C) Data is deleted from a table
D) Data is truncated from a table
4. How often are encryption keys automatically rotated by Snowflake?
A) 365 Days
B) 30 Days
C) 90 Days
D) 60 Days
5. Which query profile statistics help determine if efficient pruning is occurring? (Choose two.)
A) Bytes sent over network
B) Percentage scanned from cache
C) Partitions total
D) Partitions scanned
E) Bytes spilled to local storage
Solutions:
| Question # 1 Answer: A,D | Question # 2 Answer: B,C | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: B,D |
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