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Snowflake COF-C02 Exam Syllabus Topics:

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

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Snowflake SnowPro Core Certification Exam Sample Questions (Q316-Q321):

NEW QUESTION # 316
Which type of join will list a I rows in the specified table, even if those rows have no match in the other table?

Answer: B


NEW QUESTION # 317
What is the purpose of an External Function?

Answer: D

Explanation:
The purpose of an External Function in Snowflake is to call code that executes outside of the Snowflake environment. This allows Snowflake to interact with external services and leverage functionalities that are not natively available within Snowflake, such as calling APIs or running custom code hosted on cloud services3.
https://docs.snowflake.com/en/sql-reference/external-functions.html


NEW QUESTION # 318
What is the Fail-safe period for a transient table in the Snowflake Enterprise edition and higher?

Answer: B

Explanation:
The Fail-safe period for a transient table in Snowflake, regardless of the edition (including Enterprise edition and higher), is 0 days. Fail-safe is a data protection feature that provides additional retention beyond the Time Travel period for recovering data in case of accidental deletion or corruption. However, transient tables are designed for temporary or short-term use and do not benefit from the Fail-safe feature, meaning that once their Time Travel period expires, data cannot be recovered.
Reference:
Snowflake Documentation: Understanding Fail-safe


NEW QUESTION # 319
Which command should be used to download files from a Snowflake stage to a local folder on a client's machine?

Answer: D

Explanation:
Reference: https://docs.snowflake.com/en/sql-reference/sql/get.html


NEW QUESTION # 320
Which of the following indicates that it may be appropriate to use a clustering key for a table? (Select TWO).

Answer: B,C

Explanation:
A clustering key in Snowflake is used to co-locate similar data within the same micro-partitions to improve query performance, especially for large tables where data is not naturally ordered or has become fragmented due to extensive DML operations. The appropriate use of a clustering key can lead to improved scan efficiency and better column compression, resulting in faster query execution times.
The indicators that it may be appropriate to use a clustering key for a table include:
* D. Queries on the table are running slower than expected: This can happen when the data in the table is not well-clustered, leading to inefficient scans during query execution.
* E. The clustering depth for the table is large: A large clustering depth indicates that the table's data is spread across many micro-partitions, which can degrade query performance as more data needs to be scanned.
References:
* Snowflake Documentation on Clustering Keys & Clustered Tables
* Snowflake Documentation on SYSTEM$CLUSTERING_INFORMATION
* Stack Overflow discussion on cluster key selection in Snowflake


NEW QUESTION # 321
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