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| Section | Weight | Objectives |
|---|---|---|
| Snowflake Architecture & Core Concepts | 31% | - Cloud Services Layer, Compute Layer, Storage Layer - Virtual Warehouses, Clustering, Caching - Databases, Schemas, Objects, Data Types - Snowsight Interface, Core Platform Features |
| Performance Optimization, Querying & Transformation | 21% | - Query Processing, Profiling, Optimization - SQL Transformations, Semi-structured/Unstructured Data - Cortex AI, Notebooks, Apache Iceberg Tables - Materialized Views, Streams, Tasks, Pipelines |
| Account Management & Data Governance | 20% | - Security: Network Policies, MFA, Encryption - Trust Center, Data Lineage, Compliance - Access Control: RBAC, DAC, Roles, Privileges - Governance: Resource Monitors, Data Masking, Row/Column Security |
| Data Loading, Unloading & Connectivity | 18% | - Stages, File Formats, COPY INTO, Snowpipe - Unloading Data, Export Options - External Integrations, Connectors, SnowSQL - Bulk Load, Streaming, Dynamic Tables |
| Data Collaboration & Protection | 10% | - Data Protection, Retention, Time Travel, Fail-safe - Data Clean Rooms, Collaboration Features - Secure Data Sharing, Listings, Marketplace |
1. Which commands are supported by the query acceleration service? (Select TWO).
A) INSERT
B) SELECT
C) MERGE
D) DELETE
E) UPDATE
2. When is the VARIANT data type suitable when using semi-structured data? (Select TWO).
A) When there is a need for a predefined schema which cannot be changed after it is created.
B) When the data contains nested data structures like JSON or XML.
C) When the data consists of images and videos.
D) When there is a need to add or modify elements within the data structure without interrupting the session.
E) When the data set is huge and the order of the data elements in the data set does not change.
3. Which queries will require a running virtual warehouse? (Select TWO).
A) SELECT COUNT(*) FROM < table > ;
B) DELETE FROM < table > ;
C) DROP TABLE < table > ;
D) SELECT CURRENT_DATABASE();
E) UPDATE < table > SET;
4. How are serverless features billed?
A) Per second multiplied by the size, as determined by the SERVERLESS_FEATURES_SIZE account parameter
B) Per second multiplied by an automatic sizing for the job
C) Per minute multiplied by an automatic sizing for the job, with a minimum of one minute
D) Serverless features are not billed, unless the total cost for the month exceeds 10% of the warehouse credits, on the account
5. Which object type is granted permissions for reading a table?
A) Attribute
B) Role
C) Schema
D) User
Solutions:
| Question # 1 Answer: A,C | Question # 2 Answer: B,D | Question # 3 Answer: A,E | Question # 4 Answer: C | Question # 5 Answer: B |
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