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Snowflake COF-C02 Exam Syllabus Topics:

Section	Objectives
Data Loading and Unloading	- Bulk loading using stages and COPY INTO - Data unloading and external stages
Data Protection, Security, and Performance	- Query performance optimization basics - Time Travel and Fail-safe concepts - Role-based access control (RBAC)
Snowflake Architecture and Overview	- Snowflake architecture concepts (cloud data platform, separation of storage and compute) - Virtual warehouses and resource scaling concepts
Data Transformations and Querying	- SQL querying in Snowflake - Semi-structured data handling (VARIANT, JSON, Parquet)

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Snowflake SnowPro Core Certification Exam Sample Questions (Q661-Q666):

NEW QUESTION # 661
What is the purpose of the Snowflake SPLIT TO_TABLE function?

A. To split a string into an array of sub-strings
B. To split a string and flatten the results into rows
C. To split a string and flatten the results into columns
D. To count the number of characters in a string

Answer: B

Explanation:
The purpose of the Snowflake SPLIT_TO_TABLE function is to split a string based on a specified delimiter and flatten the results into rows. This table function is useful for transforming a delimited string into a set of rows that can be further processed or queried5.

NEW QUESTION # 662
Which of the following is a data tokenization integration partner?

A. Protegrity
B. DBeaver
C. Tableau
D. SAP

Answer: A

NEW QUESTION # 663
Which object can be shared using Secure Data Sharing?

A. Secure view
B. User-Defined Function (UDF)
C. Materialized view
D. Externa! function

Answer: A

Explanation:
* Snowflake's Secure Data Sharing enables sharing of data objects (e.g., tables and secure views) with other Snowflake accounts without copying or transferring the data.
* Secure views are sharable because they enforce access control and prevent unauthorized access to underlying data.
Why Other Options Are Incorrect:
* B. Materialized view: Materialized views cannot be shared via Secure Data Sharing.
* C. External function: External functions are not supported for Secure Data Sharing.
* D. User-Defined Function (UDF): UDFs cannot be shared.
References:
* Secure Data Sharing

NEW QUESTION # 664
When loading data into Snowflake, how should the data be organized?

A. Into single files with 1-100 MB of compressed data per file
B. Into single files with 100-250 MB of compressed data per file
C. Into files of maximum size of 1 GB of compressed data per file
D. Into files of maximum size of 4 GB of compressed data per file

Answer: B

Explanation:
When loading data into Snowflake, it is recommended to organize the data into single files with 100-250 MB of compressed data per file. This size range is optimal for parallel processing and can help in achieving better performance during data loading operations. Reference: [COF-C02] SnowPro Core Certification Exam Study Guide

NEW QUESTION # 665
Which Snowflake object can be accessed in he FROM clause of a query, returning a set of rows having one or more columns?

A. A stored procedure
B. A task
C. A User-Defined Table Function (UDTF)
D. A Scalar User Function (UDF)

Answer: C

NEW QUESTION # 666
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