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Snowflake SnowPro-Core Exam Syllabus Topics:

Section	Weight	Objectives
Snowflake Architecture and Data Cloud Concepts	25%	- Snowflake architecture overview 1. Compute layer (virtual warehouses) 2. Cloud services layer 3. Storage layer - Data Cloud fundamentals 1. Shared data architecture 2. Separation of storage and compute
Performance and Optimization	15%	- Virtual warehouse optimization 1. Scaling strategies - Query performance 1. Query profiling 2. Caching mechanisms
Data Loading and Unloading	20%	- Data export 1. UNLOAD operations - Data ingestion 1. Stages (internal/external) 2. COPY INTO command
Data Sharing and Marketplace	10%	- Secure data sharing 1. Shares and consumers - Snowflake Marketplace 1. Data exchange concepts
Account Access and Security	10%	- Authentication and authorization 1. Roles and privileges 2. User management - Data security features 1. Encryption 2. Network policies
Data Transformation and Processing	20%	- Data pipelines 1. Streams and tasks 2. Data transformation workflows - SQL processing 1. Joins and subqueries 2. SELECT queries

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Snowflake SnowPro Core Certification Exam Sample Questions (Q119-Q124):

NEW QUESTION # 119
What happens when a virtual warehouse is resized?

A. Users who are trying to use the warehouse will receive an error message until the resizing is complete
B. When increasing the size of an active warehouse the compute resource for all running and queued queries on the warehouse are affected
C. The warehouse will be suspended while the new compute resource is provisioned and will resume automatically once provisioning is complete.
D. When reducing the size of a warehouse the compute resources are removed only when they are no longer being used to execute any current statements.

Answer: B

Explanation:
When a virtual warehouse in Snowflake is resized, specifically when it is increased in size, the additional compute resources become immediately available to all running and queued queries. This means that the performance of these queries can improve due to the increased resources. Conversely, when the size of a warehouse is reduced, the compute resources are not removed until they are no longer being used by any current operations1.
References:
* [COF-C02] SnowPro Core Certification Exam Study Guide
* Snowflake Documentation on Virtual Warehouses2

NEW QUESTION # 120
Data storage for individual tables can be monitored using which commands and/or objects? (Choose two.)

A. SHOW STORAGE BY TABLE;
B. Information Schema -> TABLE_FUNCTION
C. Information Schema -> TABLE_HISTORY
D. SHOW TABLES;
E. Information Schema -> TABLE_STORAGE_METRICS

Answer: A,E

NEW QUESTION # 121
When cloning a database, what is cloned with the database? (Choose two.)

A. Existing child objects within the database
B. Only schemas and tables within the database
C. Privileges on the schemas within the database
D. Future child objects within the database
E. Privileges on the database

Answer: A,E

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 # 122
What can be used to view warehouse usage over time? (Select Two).

A. The WAREHOUSE_METERING__HISTORY View
B. The load HISTORY view
C. The billing and usage tab in the Snowflake web Ul
D. The show warehouses command
E. The Query history view

Answer: A,E

Explanation:
To view warehouse usage over time, the Query history view and the
WAREHOUSE_METERING__HISTORY View can be utilized. The Query history view allows users to monitor the performance of their queries and the load on their warehouses over a specified period1. The WAREHOUSE_METERING__HISTORY View provides detailed information about the workload on a warehouse within a specified date range, including average running and queued loads2. References:
[COF-C02] SnowPro Core Certification Exam Study Guide

NEW QUESTION # 123
What is a limitation of a Materialized View?

A. A Materialized View cannot be joined with other tables
B. A Materialized View cannot support any aggregate functions
C. A Materialized View cannot be defined with a JOIN
D. A Materialized View can only reference up to two tables

Answer: C

Explanation:
Explanation
There are several limitations to using materialized views:
* A materialized view can query only a single table.
* Joins, including self-joins, are not supported.

NEW QUESTION # 124
......

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