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| Section | Weight | Objectives |
|---|---|---|
| Snowflake Architecture & Core Concepts | 31% | - Virtual Warehouses, Clustering, Caching - Databases, Schemas, Objects, Data Types - Snowsight Interface, Core Platform Features - Cloud Services Layer, Compute Layer, Storage Layer |
| Account Management & Data Governance | 20% | - Governance: Resource Monitors, Data Masking, Row/Column Security - Access Control: RBAC, DAC, Roles, Privileges - Trust Center, Data Lineage, Compliance - Security: Network Policies, MFA, Encryption |
| Data Loading, Unloading & Connectivity | 18% | - Bulk Load, Streaming, Dynamic Tables - External Integrations, Connectors, SnowSQL - Stages, File Formats, COPY INTO, Snowpipe - Unloading Data, Export Options |
| Data Collaboration & Protection | 10% | - Data Protection, Retention, Time Travel, Fail-safe - Data Clean Rooms, Collaboration Features - Secure Data Sharing, Listings, Marketplace |
| Performance Optimization, Querying & Transformation | 21% | - Cortex AI, Notebooks, Apache Iceberg Tables - Materialized Views, Streams, Tasks, Pipelines - Query Processing, Profiling, Optimization - SQL Transformations, Semi-structured/Unstructured Data |
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NEW QUESTION # 1012
What is a characteristic of the Snowflake Query Profile?
Answer: C
Explanation:
The Snowflake Query Profile provides a graphic representation of the main components of the query processing.This visual aid helps users understand the execution details and performance characteristics of their queries4.
NEW QUESTION # 1013
A marketing co-worker has requested the ability to change a warehouse size on their medium virtual warehouse called mktg__WH.
Which of the following statements will accommodate this request?
Answer: C
Explanation:
The correct statement to accommodate the request for a marketing co-worker to change the size of their medium virtual warehouse called mktg__WH is to grant the MODIFY privilege on the warehouse to the ROLE MARKETING. This privilege allows the role to change the warehouse size among other properties.
References:
[ COF-C03 ] SnowPro Core Certification Exam Study Guide
Snowflake Documentation on Access Control Privileges1
NEW QUESTION # 1014
What is the SNOWFLAKE.ACCOUNT_USAGE view that contains information about which objects were read by queries within the last 365 days (1 year)?
Answer: D
Explanation:
The ACCESS_HISTORY view in the SNOWFLAKE.ACCOUNT_USAGE schema contains information about the access history of Snowflake objects, such as tables and views, within the last 365 days1.
NEW QUESTION # 1015
A Snowflake user accidentally deleted a table. The table no longer exists, but the session is within the data retention period. How can the table be restored using the LEAST amount of operational overhead?
Answer: D
Explanation:
In Snowflake, if a table is accidentally dropped but still within the data retention period (also known as "Time Travel"), the simplest and most efficient recovery method is the UNDROP command. This command restores the deleted table to its previous state with minimal operational effort. Since Snowflake retains dropped table data for a specific retention period (up to 90 days for the Enterprise edition), UNDROP can quickly recover the table without the need for complex cloning or data reloading processes, making it ideal for accidental deletions.
NEW QUESTION # 1016
Which automatic Snowpipe feature ensures that the same data file is not loaded multiple times into a table?
Answer: C
Explanation:
The correct answer is B. Snowpipe references the metadata of previously loaded files and will not load new files with the same metadata .
Snowflake keeps load metadata for files loaded into a table. Snowpipe uses this metadata to prevent duplicate loading of the same file into the same table.
Why B is correct:
Snowpipe tracks metadata for loaded files, including information that identifies files already processed. If the same file is encountered again, Snowpipe can use the load metadata to avoid loading it again.
Why the other options are incorrect:
A). Snowpipe does not automatically delete files from the stage after loading.
C). Snowpipe does not automatically rename staged files after loading.
D). Snowpipe does not automatically move loaded files to a temporary stage.
Official Snowflake documentation reference:
Snowflake documentation explains that Snowpipe maintains load metadata and prevents the same files from being loaded multiple times into the same table by default.
Reference: Snowflake Documentation - Snowpipe; Snowflake Documentation - Load metadata; Snowflake Documentation - Data loading considerations; SnowPro Core Study Guide - Data Loading and Unloading.
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NEW QUESTION # 1017
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