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Snowflake SnowPro® Core Certification (COF-C03) Sample Questions (Q166-Q171):

NEW QUESTION # 166
When unloading data to an external stage, what is the MAXIMUM file size supported?

Answer: A

Explanation:
When unloading data to an external stage, the maximum file size supported is 5 GB.This limit ensures efficient data transfer and management within Snowflake's architecture


NEW QUESTION # 167
A Snowflake user is writing a User-Defined Function (UDF) that includes some unqualified object names.
How will those object names be resolved during execution?

Answer: D

Explanation:
Object Name Resolution: When unqualified object names (e.g., table name without schema) are used in a UDF, Snowflake follows a specific hierarchy to resolve them. Here's the order:
Current Schema:Snowflake first checks if an object with the given name exists in the schema currently in use for the session.
PUBLIC Schema:If the object isn't found in the current schema, Snowflake looks in the PUBLIC schema of the current database.
Note: The SEARCH_PATH parameter influences object resolution for queries, not within UDFs.
References:
Snowflake Documentation (Object Naming Resolution):https://docs.snowflake.com/en/sql-reference/name-resolution.html


NEW QUESTION # 168
Based on a review of a Query Profile, which scenarios will benefit the MOST from the use of a data clustering key? (Select TWO.)

Answer: A,D


NEW QUESTION # 169
Which feature of Snowflake's Continuous Data Protection (CDP) has associated costs?

Answer: D

Explanation:
Snowflake's Continuous Data Protection (CDP) features encompass several mechanisms designed to protect data and ensure its availability and recoverability. Among these features, the one that has associated costs is Fail-safe.
Fail-safe is an additional layer of protection that kicks in after the Time Travel period expires. While Time Travel allows users to access historical data within a defined retention period (which can vary from 1 to 90 days depending on the Snowflake edition), Fail-safe provides a further 7 days (for a total of 7 additional days beyond the Time Travel period) during which Snowflake retains the data. This period is primarily intended for Snowflake's internal operations to recover data in the event of extreme scenarios, such as significant operational failures, and is not directly accessible by customers for data recovery purposes.
The associated costs with Fail-safe arise because Snowflake continues to store the data beyond the customer-specified Time Travel period, thereby incurring additional storage costs. It's important to note that while users do not incur direct costs for enabling Fail-safe (as it is an automatic feature of Snowflake), the extended storage of data during this period contributes to overall storage costs.
References:
Snowflake Documentation on Continuous Data Protection: Continuous Data Protection (CDP) Snowflake Documentation on Fail-safe: Understanding Fail-safe


NEW QUESTION # 170
Which Snowflake object can be used to record DML changes made to a table?

Answer: B

Explanation:
Snowflake Streams are used to track and record Data Manipulation Language (DML) changes made to a table. Streams capture changes such as inserts, updates, and deletes, which can then be processed by other Snowflake objects or external applications.
Creating a Stream:
CREATE OR REPLACE STREAM my_stream ON TABLE my_table;
Using Streams: Streams provide a way to process changes incrementally, making it easier to build efficient data pipelines.
Consuming Stream Data: The captured changes can be consumed using SQL queries or Snowflake tasks.
References:
Snowflake Documentation: Using Streams
Snowflake Documentation: Change Data Capture (CDC) with Streams


NEW QUESTION # 171
......

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