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COF-C02 Practice Questions

SnowPro Core Certification Exam

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Our free SnowPro Core Certification practice questions crafted to reflect the domains and difficulty of the actual exam. The detailed rationales explain the 'why' behind each answer, reinforcing key concepts about COF-C02. Use this test to pinpoint which areas you need to focus your study on.

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Question # 301

Which statistics are displayed in a Query Profile that indicate that intermediate results do not fit in memory? (Select TWO).

Options:

A.  

Bytes scanned

B.  

Partitions scanned

C.  

Bytes spilled to local storage

D.  

Bytes spilled to remote storage

E.  

Percentage scanned from cache

Discussion 0
Question # 302

How should clustering be used to optimize the performance of queries that run on a very large table?

Options:

A.  

Manually re-cluster the table regularly.

B.  

Choose one high cardinality column as the clustering key.

C.  

Use the column that is most-frequently used in query select clauses as the clustering key.

D.  

Assess the average table depth to identify how clustering is impacting the query.

Discussion 0
Question # 303

Which operation can be performed on Snowflake external tables?

Options:

A.  

INSERT

B.  

JOIN

C.  

RENAME

D.  

ALTER

Discussion 0
Question # 304

What is the minimum Snowflake Edition that supports secure storage of Protected Health Information (PHI) data?

Options:

A.  

Standard Edition

B.  

Enterprise Edition

C.  

Business Critical Edition

D.  

Virtual Private Snowflake Edition

Discussion 0
Question # 305

Which data types can be used in Snowflake to store semi-structured data? (Select TWO)

Options:

A.  

ARRAY

B.  

BLOB

C.  

CLOB

D.  

JSON

E.  

VARIANT

Discussion 0
Question # 306

Which parameter can be set at the account level to set the minimum number of days for which Snowflake retains historical data in Time Travel?

Options:

A.  

DATA_RETENTION_TIME_IN_DAYS

B.  

MAX_DATA_EXTENSION_TIME_IN_DAYS

C.  

MIN_DATA_RETENTION_TIME_IN_DAYS

D.  

MAX CONCURRENCY LEVEL

Discussion 0
Question # 307

What is the purpose of a Query Profile?

Options:

A.  

To profile how many times a particular query was executed and analyze its u^age statistics over time.

B.  

To profile a particular query to understand the mechanics of the query, its behavior, and performance.

C.  

To profile the user and/or executing role of a query and all privileges and policies applied on the objects within the query.

D.  

To profile which queries are running in each warehouse and identify proper warehouse utilization and sizing for better performance and cost balancing.

Discussion 0
Question # 308

What information is found within the Statistic output in the Query Profile Overview?

Options:

A.  

Operator tree

B.  

Table pruning

C.  

Most expensive nodes

D.  

Nodes by execution time

Discussion 0
Question # 309

What happens when a Snowflake user changes the data retention period at the schema level?

Options:

A.  

All child objects will retain data for the new retention period.

B.  

All child objects that do not have an explicit retention period will automatically inherit the new retention period.

C.  

All child objects with an explicit retention period will be overridden with the new retention period.

D.  

All explicit child object retention periods will remain unchanged.

Discussion 0
Question # 310

Which Snowflake feature provides increased login security for users connecting to Snowflake that is powered by Duo Security service?

Options:

A.  

OAuth

B.  

Network policies

C.  

Single Sign-On (SSO)

D.  

Multi-Factor Authentication (MFA)

Discussion 0
Question # 311

A JSON file, that contains lots of dates and arrays, needs to be processed in Snowflake. The user wants to ensure optimal performance while querying the data.

How can this be achieved?

Options:

A.  

Flatten the data and store it in structured data types in a flattened table. Query the table.

B.  

Store the data in a table with a variant data type. Query the table.

C.  

Store the data in a table with a vai : ant data type and include STRIP_NULL_VALUES while loading the table. Query the table.

D.  

Store the data in an external stage and create views on top of it. Query the views.

Discussion 0
Question # 312

Which Snowflake table objects can be shared with other accounts? (Select TWO).

Options:

A.  

Temporary tables

B.  

Permanent tables

C.  

Transient tables

D.  

External tables

E.  

User-Defined Table Functions (UDTFs)

Discussion 0
Question # 313

What objects in Snowflake are supported by Dynamic Data Masking? (Select TWO). '

Options:

A.  

Views

B.  

Materialized views

C.  

Tables

D.  

External tables

E.  

Future grants

Discussion 0
Question # 314

What will prevent unauthorized access to a Snowflake account from an unknown source?

Options:

A.  

Network policy

B.  

End-to-end encryption

C.  

Multi-Factor Authentication (MFA)

D.  

Role-Based Access Control (RBAC)

Discussion 0
Question # 315

Which VALIDATION_MODE value will return the errors across the files specified in a COPY command, including files that were partially loaded during an earlier load?

Options:

A.  

RETURN_-1_R0WS

B.  

RETURN_n_ROWS

C.  

RETURN_ERRORS

D.  

RETURN ALL ERRORS

Discussion 0
Question # 316

How can a Snowflake user validate data that is unloaded using the COPY INTO < location > command?

Options:

A.  

Load the data into a CSV file.

B.  

Load the data into a relational table.

C.  

Use the VALlDATlON_MODE - SQL statement.

D.  

Use the validation mode = return rows statement.

Discussion 0
Question # 317

Which ACCOUNT_USAGE schema database role provides visibility into policy-related information?

Options:

A.  

USAGE_VIEWER

B.  

GOVERNANCE_VIEWER

C.  

OBJECT_VIEWER

D.  

SECURITY_VIEWER

Discussion 0
Question # 318

What does the LATERAL modifier for the FLATTEN function do?

Options:

A.  

Casts the values of the flattened data

B.  

Extracts the path of the flattened data

C.  

Joins information outside the object with the flattened data

D.  

Retrieves a single instance of a repeating element in the flattened data

Discussion 0
Question # 319

Which Snowflake command can be used to unload the result of a query to a single file?

Options:

A.  

Use COPY INTO < external stage > followed by a GET command to download the file.

B.  

Use COPY INTO < internal stage > followed by a put command to download the file.

C.  

Use COPY INTO < internal stage > with SINGLE = TRUE followed by a GET command to download the file.

D.  

Use COPY INTO < external stage > with SINGLE = TRUE followed by a PUT command to download the file.

Discussion 0
Question # 320

What is the relationship between a Query Profile and a virtual warehouse?

Options:

A.  

A Query Profile can help users right-size virtual warehouses.

B.  

A Query Profile defines the hardware specifications of the virtual warehouse.

C.  

A Query Profile can help determine the number of virtual warehouses available.

D.  

A Query Profile automatically scales the virtual warehouse based on the query complexity.

Discussion 0
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