Snowflake DEA-C01 Dumps PDF

July, 2025 DEA-C01 Practice Questions

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Name: SnowPro Advanced: Data Engineer Certification Exam
Exam Code: DEA-C01
Certification: SnowPro Core Certification
Vendor: Snowflake
Total Questions: 65
Last Updated: July 07, 2025
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Sample Questions


DEA-C01 Sample Question 1


A Data Engineer is working on a Snowflake deployment in AWS eu-west-1 (Ireland). The
Engineer is planning to load data from staged files into target tables using the copy into
command
Which sources are valid? (Select THREE)

A. Internal stage on GCP us-central1 (Iowa)
B. Internal stage on AWS eu-central-1 (Frankfurt)
C. External stage on GCP us-central1 (Iowa)
D. External stage in an Amazon S3 bucket on AWS eu-west-1 (Ireland)
E. External stage in an Amazon S3 bucket on AWS eu-central 1 (Frankfurt)
F. SSO attached to an Amazon EC2 instance on AWS eu-west-1 (Ireland)


ANSWER : C,D,E



DEA-C01 Sample Question 2


How can the following relational data be transformed into semi-structured data using the
LEAST amount of operational overhead?

A. Use the to_json function
B. Use the PAESE_JSON function to produce a variant value
C. Use the OBJECT_CONSTRUCT function to return a Snowflake object
D. Use the TO_VARIANT function to convert each of the relational columns to VARIANT.


ANSWER : C



DEA-C01 Sample Question 3


A Data Engineer wants to check the status of a pipe named my_pipe. The pipe is inside a
database named test and a schema named Extract (case-sensitive).
Which querywill provide the status of the pipe?

A. SELECT FROM SYSTEM$PIPE_STATUS (''test.'extract'.my_pipe"i:
B. SELECT FROM SYSTEM$PIPE_STATUS (,test.,,Extracr,,.ny_pipe, i I
C. SELE2T * FROM SYSTEM$PIPE_STATUS < ' test. "Extract", my_pipe');
D. SELECT * FROM SYSTEM$PIPE_STATUS ("test. 'extract' .my_pipe"};


ANSWER : C



DEA-C01 Sample Question 4


A Data Engineer needs to ingest invoice data in PDF format into Snowflake so that the data
can be queried and used in a forecasting solution.
..... recommended way to ingest this data?

A. Use Snowpipe to ingest the files that land in an external stage into a Snowflake table
B. Use a COPY INTO command to ingest the PDF files in an external stage into aSnowflake table with a VARIANT column.
C. Create an external table on the PDF files that are stored in a stage and parse the datanto structured data
D. Create a Java User-Defined Function (UDF) that leverages Java-based PDF parserlibraries to parse PDF data into structured data


ANSWER : D



DEA-C01 Sample Question 5


Assuming that the session parameter USE_CACHED_RESULT is set to false, what are
characteristics of Snowflake virtual warehouses in terms of the use of Snowpark?

A. Creating a DataFrame from a table will start a virtual warehousee.
B. Creating a DataFrame from a staged file with the read () method will start a virtualwarehouse
C. Transforming a DataFrame with methods like replace () will start a virtual warehouse -
D. Calling a Snowpark stored procedure to query the database with session, call () will starta virtual warehouse


ANSWER : A



DEA-C01 Sample Question 6


A secure function returns data coming through an inbound share
What will happen if a Data Engineer tries to assign usage privileges on this function to an
outbound share?

A. An error will be returned because the Engineer cannot share data that has already beenshared
B. An error will be returned because only views and secure stored procedures can beshared
C. An error will be returned because only secure functions can be shared with inbound shares
D. The Engineer will be able to share the secure function with other accounts


ANSWER : A



DEA-C01 Sample Question 7


A Data Engineer is implementing a near real-time ingestionpipeline to toad data into
Snowflake using the Snowflake Kafka connector. There will be three Kafka topics created.
……snowflake objects are created automatically when the Kafka connector starts? (Select
THREE)

A. Tables
B. Tasks
C. Pipes
D. internal stages
E. External stages
F. Materialized views


ANSWER : A,C,D



DEA-C01 Sample Question 8


Which system role is recommended for a custom role hierarchy to be ultimately assigned
to?

A. ACCOUNTADMIN
B. SECURITYADMIN
C. SYSTEMADMIN
D. USERADMIN


ANSWER : B



DEA-C01 Sample Question 9


When would a Data engineer use table with the flatten function instead of the lateral flatten
combination?

A. When TABLE with FLATTENrequires another source in the from clause to refer to
B. WhenTABLE with FLATTENrequires no additional source m the from clause to refer to
C. Whenthe LATERALFLATTENcombination requires no other source m the from clause to refer to
D. When table withFLATTENis acting like a sub-query executed for each returned row


ANSWER : A



DEA-C01 Sample Question 10


Which output is provided by both theSYSTEM$CLUSTERING_DEPTHfunction and
theSYSTEM$CLUSTERING_INFORMATIONfunction?

A. average_depth
B. notes
C. average_overlaps
D. total_partition_count


ANSWER : A