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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 Loading and Unloading- Bulk loading using stages and COPY INTO
- Data unloading and external stages
Topic 3: Data Protection, Security, and Performance- Query performance optimization basics
- Role-based access control (RBAC)
- Time Travel and Fail-safe concepts
Topic 4: Data Transformations and Querying- Semi-structured data handling (VARIANT, JSON, Parquet)
- SQL querying in Snowflake

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Snowflake SnowPro Core Certification Exam Sample Questions (Q643-Q648):

NEW QUESTION # 643
Which Snowflake table type persists until it is explicitly dropped. is available for all users with relevant privileges (across sessions). and has no Fail-safe period?

Answer: D

Explanation:
The type of Snowflake table that persists until it is explicitly dropped, is available for all users with relevant privileges across sessions, and does not have a Fail-safe period, is a Transient table. Transient tables are designed to provide temporary storage similar to permanent tables but with some reduced storage costs and without the Fail-safe feature, which provides additional data protection for a period beyond the retention time. Transient tables are useful in scenarios where data needs to be temporarily stored for longer than a session but does not require the robust durability guarantees of permanent tables.


NEW QUESTION # 644
A company stores Personal Identifiable Information (PII) in Snowflake across multiple countries, including the United States, Canada, and the United Kingdom.
How can Snowflake be used to automatically identify data, in order to support data governance requirements for each country?

Answer: D


NEW QUESTION # 645
What Snowflake objects can contain custom application logic written in JavaScript? (Select TWO)

Answer: B,D

Explanation:
Snowflake allows users to write custom application logic in JavaScript for two types of objects: Stored Procedures and User-Defined Functions (UDFs).
* Stored Procedures:Snowflake stored procedures can be written in JavaScript to encapsulate complex business logic and procedural operations.
CREATE OR REPLACE PROCEDURE my_procedure()
RETURNS STRING
LANGUAGE JAVASCRIPT
EXECUTE AS CALLER
AS
$$
// JavaScript logic here
$$;
* User-Defined Functions (UDFs):Snowflake UDFs can be written in JavaScript to perform custom calculations or operations on data.
CREATE OR REPLACE FUNCTION my_function(x FLOAT)
RETURNS FLOAT
LANGUAGE JAVASCRIPT
AS
$$
return x * 2;
$$;
References:
* Snowflake Documentation: Stored Procedures
* Snowflake Documentation: User-Defined Functions (UDFs)


NEW QUESTION # 646
Assume there is a table consisting of five micro-partitions with values ranging from A to Z.
Which diagram indicates a well-clustered table?

Answer: B


NEW QUESTION # 647
Which items are considered schema objects in Snowflake? (Select TWO).

Answer: A,B

Explanation:
In Snowflake, schema objects include Pipes and File formats. Pipes are used for continuous data loading, and File formats specify the format of data files used in loading and unloading operations within Snowflake


NEW QUESTION # 648
......

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