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Last Updated: Aug 04, 2026
No. of Questions: 165 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Account Management and Data Governance | 20% | - Logging, tracing and audit (ACCOUNT_USAGE) - Network policies and authentication - Role-based access control (RBAC) and security policies - Data masking and object tagging |
| Topic 2: Data Loading, Unloading and Connectivity | 18% | - Connectors, APIs and Git integration - COPY INTO and error handling - Snowpipe, streams and tasks - File formats and stages |
| Topic 3: Performance Optimization, Querying and Transformation | 21% | - Query performance tuning and caching - Workload management - Materialized views and clustering - SQL transformations (structured & semi-structured) |
| Topic 4: Snowflake AI Data Cloud Features and Architecture | 31% | - Object hierarchy and types (tables, views, UDFs, etc.) - Snowflake interfaces and tools (Snowsight, CLI, IDEs) - Storage concepts (micro-partitions, table types) - Virtual warehouses and best practices - Snowflake architecture (storage, compute, cloud services) |
| Topic 5: Data Collaboration | 10% | - Cloning, Time Travel and Fail-safe - Marketplace and data exchange - Secure data sharing and replication |
1. Data storage for individual tables can be monitored using which commands and/or object(s)? Choose 2 answers
A) Information Schema -> TASLE_HISTORY
B) SHOW TABLES;
C) SHOW STORAGE BY TABLE;
D) Information Schema -> TABLE_STORAGE_METRICS
2. True or False: When you create a custom role, it is a best practice to immediately grant that role to ACCOUNTADMIN.
A) False
B) True
3. True or False: A Virtual Warehouse can be resized while suspended.
A) False
B) True
4. How a Snowpipe charges calculated?
A) Per-second/per Warehouse size
B) Total storage bucket size
C) Per-second/per-core granularity
D) Number of Pipes in account
5. What privileges are required to create a task?
A) The role must have access to the target schema and the create task privilege on the schema itself.
B) The global privilege create task is required to create a new task.
C) Many Snowflake DDLs are metadata operations only, and create task DDL can be executed without virtual warehouse requirement or task specific grants.
D) Tasks are created at the Application level and can only be created by the Account Admin role.
Solutions:
| Question # 1 Answer: B,D | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: B |
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