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Snowflake SnowPro-Core Exam Syllabus Topics:

Section	Weight	Objectives
Data Protection and Data Sharing	10-15%	- Business Continuity 1. Fail-safe 2. Time Travel 3. Replication - Data Sharing 1. Reader Accounts 2. Marketplace Listings 3. Secure Data Sharing
Account and Security	20-25%	- Access Control 1. Role-Based Access Control (RBAC) 2. User Management 3. Privileges and Roles - Authentication and Security 1. Federated Authentication 2. Multi-Factor Authentication 3. Network Policies - Data Protection 1. Data Masking 2. Encryption 3. Row Access Policies
Data Loading and Unloading	10-20%	- Data Export 1. External Locations 2. Unload Operations - Data Ingestion 1. Snowpipe 2. Stages 3. Bulk Loading
Performance Concepts	10-15%	- Query Performance 1. Micro-Partitions 2. Caching 3. Clustering Concepts - Virtual Warehouses 1. Auto Suspend and Resume 2. Concurrency and Scaling 3. Warehouse Sizing
Snowflake Platform Features and Architecture	25-30%	- User Interfaces and Connectivity 1. Drivers and Connectors 2. SnowSQL 3. Snowsight - Snowflake Architecture 1. Compute Layer 2. Storage Layer 3. Cloud Services Layer - Platform Features 1. Zero-Copy Cloning 2. Marketplace 3. Data Cloud 4. Data Sharing 5. Time Travel
Data Transformations	15-20%	- SQL and Data Processing 1. Stored Procedures 2. Streams and Tasks 3. DML Operations - Semi-Structured Data 1. JSON Processing 2. VARIANT Data Type 3. XML and Avro Support

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Snowflake SnowPro-Core Pass Test Guide | SnowPro-Core Valid Study Guide

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Snowflake SnowPro Core Certification Exam Sample Questions (Q378-Q383):

NEW QUESTION # 378
Which query contains a Snowflake hosted file URL in a directory table for a stage named bronzestage?

A. select metadata$filename from @bronzestage;
B. list @bronzestage;
C. select * from table(information_schema.stage_directory_file_registration_history( stage name=>'bronzestage1));
D. select * from directory(@bronzestage);

Answer: D

Explanation:
The query that contains a Snowflake hosted file URL in a directory table for a stage named bronzestage is select * from directory(@bronzestage). This query retrieves a list of all files on the stage along with metadata, including the Snowflake file URL for each file3.

NEW QUESTION # 379
What is the MOST performant file format for loading data in Snowflake?

A. CSV (Unzipped)
B. CSV (Gzipped)
C. Parquet
D. ORC

Answer: C

Explanation:
Parquet is a columnar storage file format that is optimized for performance in Snowflake. It is designed to be efficient for both storage and query performance, particularly for complex queries on large datasets. Parquet files support efficient compression and encoding schemes, which can lead to significant savings in storage and speed in query processing, making it the most performant file format for loading data into Snowflake.
References:
* [COF-C02] SnowPro Core Certification Exam Study Guide
* Snowflake Documentation on Data Loading1

NEW QUESTION # 380
How would a user run a multi-cluster warehouse in maximized mode?

A. Configure the maximum clusters setting to "Maximum."
B. Set the minimum clusters and maximum clusters settings to different values.
C. Set the minimum Clusters and maximum Clusters settings to the same value.
D. Turn on the additional clusters manually after starting the warehouse.

Answer: B

NEW QUESTION # 381
Which cache type is used to cache data output from SQL queries?

A. Remote cache
B. Metadata cache
C. Local file cache
D. Result cache

Answer: D

Explanation:
The Result cache is used in Snowflake to cache the data output from SQL queries. This feature is designed to improve performance by storing the results of queries for a period of time. When the same or similar query is executed again, Snowflake can retrieve the result from this cache instead of re-computing the result, which saves time and computational resources.
References:
* Snowflake Documentation on Query Results Cache
* SnowPro Core Certification Study Guide

NEW QUESTION # 382
How often are encryption keys automatically rotated by Snowflake?

A. 90 Days
B. 60 Days
C. 365 Days
D. 30 Days

Answer: D

Explanation:
Explanation
All Snowflake-managed keys are automatically rotated by Snowflake when they are more than 30 days old.
Active keys are retired, and new keys are created. When Snowflake determines the retired key is no longer needed, the key is automatically destroyed.
https://docs.snowflake.com/en/user-guide/security-encryption-manage.html#:~:text=All%20Snowflake%2Dman

NEW QUESTION # 383
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