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Snowflake SnowPro-Core Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Data Protection and Sharing	10%	- Data retention and recovery - Secure data sharing - Reader accounts and data clean rooms - Snowflake Marketplace
Topic 2: Account Access and Security	20%	- Authentication and network policies - Encryption and data protection - Account management and monitoring - Role-Based Access Control (RBAC) - Privileges, grants, and ownership
Topic 3: Data Transformations	20%	- Cloning, Time Travel, and Fail-safe - SQL and DDL/DML operations - Working with semi-structured data - Dynamic tables and data pipelines
Topic 4: Performance Concepts	15%	- Warehouse sizing and concurrency - Query optimization and profiling - Search optimization service - Cost management and monitoring
Topic 5: Data Loading and Unloading	10%	- Continuous loading (Snowpipe) - File formats and stages - Bulk loading methods - Data unloading and export
Topic 6: Snowflake AI Data Cloud Architecture & Features	25%	- Structured, semi-structured, and unstructured data support - Snowflake editions and cloud platform support - Three-layer architecture (Storage, Compute, Cloud Services) - Virtual warehouses and scaling - Micro-partitions, clustering, and caching

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Snowflake SnowPro Core Certification Exam Sample Questions (Q483-Q488):

NEW QUESTION # 483
Which of the following is true of Snowpipe via REST API?
Choose 2 answers

A. All COPY INTO options are available fluting pipe creation
B. Snowpipe keeps track of which files it has loaded
C. you can only use it on internal Stages
D. Snowflake automatically manages the compute required to execute the Pipe's copy into commands

Answer: B,D

Explanation:
https://docs.snowflake.com/en/sql-reference/sql/create-pipe.html#usage-notes

NEW QUESTION # 484
If 3 size Small virtual warehouse is made up of two servers, how many servers make up a Large warehouse?

A. 0
B. 1
C. 2
D. 3

Answer: A

Explanation:
In Snowflake, each size increase in virtual warehouses doubles the number of servers. Therefore, if a size Small virtual warehouse is made up of two servers, a Large warehouse, which is two sizes larger, would be made up of eight servers (2 servers for Small, 4 for Medium, and 8 for Large)2.
Size specifies the amount of compute resources available per cluster in a warehouse. Snowflake supports the following warehouse sizes:

https://docs.snowflake.com/en/user-guide/warehouses-overview.html

NEW QUESTION # 485
Which are true of Snowflake roles?

A. All grants to objects are given to roles, and never to users
B. Roles are a subset of users and users own objects In Snowflake
C. The public role controls at other roles
D. In order to do DML/DOL, a user needs to have selected a single role that has that specific access to the object and operation

Answer: A,D

NEW QUESTION # 486
What is the default file size when unloading data from Snowflake using the COPY command?

A. 16 MB
B. 32 MB
C. 5 MB
D. 8 GB

Answer: A

Explanation:
The default file size when unloading data from Snowflake using the COPY command is not explicitly stated in the provided resources. However, Snowflake documentation suggests that the file size can be specified using the MAX_FILE_SIZE option in the COPY INTO <location> command2.

NEW QUESTION # 487
How can a data provider ensure that a data consumer is going to have access to the required objects?

A. Enable the data sharing feature in the account and validate the view.
B. Use the CURRENT_ function to authorize users from a specific account to access rows in a base table.
C. Set the SIMULATED DATA SHARING CONSUMER session parameter to the name of the consumer account for which access is being simulated.
D. Use the CURRENT_ROLE and CURRENT_USER functions to validate secure views.

Answer: A

Explanation:
To ensure a data consumer has access to the required objects, a data provider can enable the data sharing feature and validate that the consumer can access the views or tables shared with them. References: Based on general data sharing practices in cloud services as of 2021.

NEW QUESTION # 488
......

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