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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Loading, Unloading & Connectivity | 18% | - Unloading Data, Export Options - External Integrations, Connectors, SnowSQL - Stages, File Formats, COPY INTO, Snowpipe - Bulk Load, Streaming, Dynamic Tables |
| Topic 2: Snowflake Architecture & Core Concepts | 31% | - Virtual Warehouses, Clustering, Caching - Snowsight Interface, Core Platform Features - Cloud Services Layer, Compute Layer, Storage Layer - Databases, Schemas, Objects, Data Types |
| Topic 3: Account Management & Data Governance | 20% | - Governance: Resource Monitors, Data Masking, Row/Column Security - Trust Center, Data Lineage, Compliance - Security: Network Policies, MFA, Encryption - Access Control: RBAC, DAC, Roles, Privileges |
| Topic 4: Performance Optimization, Querying & Transformation | 21% | - Query Processing, Profiling, Optimization - Cortex AI, Notebooks, Apache Iceberg Tables - Materialized Views, Streams, Tasks, Pipelines - SQL Transformations, Semi-structured/Unstructured Data |
| Topic 5: Data Collaboration & Protection | 10% | - Data Protection, Retention, Time Travel, Fail-safe - Secure Data Sharing, Listings, Marketplace - Data Clean Rooms, Collaboration Features |
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NEW QUESTION # 909
When cloning a database, what is cloned with the database? (Choose two.)
Answer: C,D
Explanation:
When cloning a database in Snowflake, the clone includes all privileges on the database as well as existing child objects within the database, such as schemas, tables, views, etc.However, it does not include future child objects or privileges on schemas within the database2.
References = [COF-C02] SnowPro Core Certification Exam Study Guide, Snowflake Documentation
NEW QUESTION # 910
A reporting dashboard uses a dedicated warehouse that automatically suspends after five minutes of inactivity. Similar queries run sporadically, with gaps exceeding five minutes. Users notice that the first query after suspension takes significantly longer than subsequent queries while the warehouse remains active.
How should query performance be improved?
Answer: C
Explanation:
A running virtual warehouse maintains a local cache of table data. When the warehouse suspends, that cache is dropped. Because the dashboard's query gaps exceed the five-minute auto-suspend period, the warehouse repeatedly suspends, and the first query after each resume runs with a cold cache. This makes it slower than subsequent similar queries. Increasing AUTO_SUSPEND allows the warehouse to remain active longer between dashboard requests and preserves the cache for reuse. Snowflake recommends an auto-suspend value of at least ten minutes for BI and SELECT-oriented query warehouses when cache reuse is important. This setting involves a cost trade-off because an idle but running warehouse continues consuming credits. Therefore, the selected value should reflect the actual interval between dashboard queries.
NEW QUESTION # 911
When do Snowflake object owners lose their ability to make grant decisions?
Answer: B
NEW QUESTION # 912
Snowflake's access control framework combines which models for securing data? (Select TWO).
Answer: A,D
Explanation:
Snowflake's access control framework utilizes a combination of Discretionary Access Control (DAC) and Role-based Access Control (RBAC). DAC in Snowflake allows the object owner to grant access privileges to other roles. RBAC involves assigning roles to users and then granting privileges to those roles. Through roles, Snowflake manages which users have access to specific objects and what actions they can perform, which is central to security and governance in the Snowflake environment.References: Snowflake Documentation on Access Control,
NEW QUESTION # 913
What actions can be performed by a consumer account on a shared database? (Select TWO)
Answer: A,E
NEW QUESTION # 914
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