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Snowflake COF-C02 Exam Syllabus Topics:

SectionObjectives
Topic 1: Snowflake Architecture and Overview- Virtual warehouses and resource scaling concepts
- Snowflake architecture concepts (cloud data platform, separation of storage and compute)
Topic 2: Data Transformations and Querying- SQL querying in Snowflake
- Semi-structured data handling (VARIANT, JSON, Parquet)
Topic 3: Data Loading and Unloading- Data unloading and external stages
- Bulk loading using stages and COPY INTO
Topic 4: Data Protection, Security, and Performance- Query performance optimization basics
- Time Travel and Fail-safe concepts
- Role-based access control (RBAC)

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Snowflake SnowPro Core Certification Exam Sample Questions (Q936-Q941):

NEW QUESTION # 936
Users are responsible for data storage costs until what occurs?

Answer: B


NEW QUESTION # 937
How can a transient table be converted to a permanent table?

Answer: C

Explanation:
The correct answer is B. Use the CREATE TABLE AS SELECT, or CTAS, command .
A transient table cannot be directly converted into a permanent table by changing a table property. To create a permanent version of the data, create a new permanent table from the transient table data.
Why B is correct:
A CREATE TABLE AS SELECT statement can create a new permanent table from the data in the transient table. Since permanent is the default table type unless otherwise specified, omitting TRANSIENT creates a permanent table.
Example:
CREATE TABLE permanent_table AS
SELECT *
FROM transient_table;
Why the other options are incorrect:
A). ALTER TABLE ... RENAME only changes the table name. It does not change table type.
C). ALTER TABLE ... SWAP WITH swaps table names and metadata between two existing tables, but it is not the method to convert a transient table into a permanent table.
D). CREATE TABLE ... CLONE preserves the source table type behavior in this context and is not the recommended answer for converting transient data into a permanent table.
Official Snowflake documentation reference:
Snowflake documentation explains that the table type cannot be changed after table creation. To change from transient to permanent, create a new permanent table and copy the data, such as with CTAS.
Reference: Snowflake Documentation - Transient tables; Snowflake Documentation - CREATE TABLE AS SELECT; SnowPro Core Study Guide - SQL and Snowflake Objects.


NEW QUESTION # 938
What impacts the credit consumption of maintaining a materialized view? (Choose two.)

Answer: B,E

Explanation:
The credit consumption for maintaining a materialized view is impacted by how often the base table changes and whether the materialized view has a cluster key defined (D). Changes to the base table can trigger a refresh of the materialized view, consuming credits. Additionally, having a cluster key defined can optimize the performance and credit usage during the materialized view's maintenance. Reference: SnowPro Core Certification materialized view credit consumption


NEW QUESTION # 939
If 3 size Small virtual warehouse is made up of two servers, how many servers make up a Large warehouse?

Answer: D


NEW QUESTION # 940
Query compilation occurs in which architecture layer of the Snowflake Cloud Data Platform?

Answer: B

Explanation:
Query compilation in Snowflake occurs in the Cloud Services layer. This layer is responsible for coordinating and managing all aspects of the Snowflake service, including authentication, infrastructure management, metadata management, query parsing and optimization, and security. By handling these tasks, the Cloud Services layer enables the Compute layer to focus on executing queries, while the Storage layer is dedicated to persistently storing data.
References:
* [COF-C02] SnowPro Core Certification Exam Study Guide
* Snowflake Documentation on Snowflake Architecture1


NEW QUESTION # 941
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