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Last Updated: Jul 26, 2026
No. of Questions: 165 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Data Protection and Security | 25% | - Access Control and Roles - Network Security and Authentication - Data Encryption |
| Data Loading and Transformation | 20% | - Bulk Data Loading - Data Transformation with SQL - Continuous Data Loading (Snowpipe) |
| Performance Optimization | 20% | - Query Performance Concepts - Clustering and Caching |
| Snowflake Architecture | 25% | - Data Cloud Concepts - Virtual Warehouses and Compute Model - Storage and Micro-partitions |
| Data Sharing and Data Marketplace | 10% | - Secure Data Sharing - Snowflake Marketplace |
1. What is the minimum duration charged when starting a virtual warehouse?
A) 1 minute
B) 1 second
C) 1 day
D) 1 hour
2. Which of the following statements is true of data loading?
A) Marry files in the 10-lOOMB range tend to land In the 'sweet spot" for load parallelism Once loaded, there is no option to force a reload of an already loaded file
B) Resizing the virtual warehouse from x-Small to Small will process a single file twice as fast
C) The "deal file size for loading is 16MB to match micro-partition size
3. What is the minimum duration charged when starting a virtual warehouse?
A) 1 minute
B) 1 second
C) 1 day
D) 1 hour
4. Which of the following statements would be used to export/unload data from Snowflake?
A) EXPORT TO @stage
B) INSERT INTO @stage
C) COPY INTO @stage
D) EXPORT_TO_STAGE(stage = > @Wage, select = > 'select * from t1);
5. As a best practice, clustering keys should only be defined on tables of which minimum size?
A) Multi-Gigabyte (GB) Range
B) Multi-Terabyte (TB) Range
C) Multi-Kilobyte (KB) Range
D) Multi-Megabyte (MB) Range
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: C | Question # 5 Answer: B |
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