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Databricks Certified Data Engineer Associate Exam - Topic 5 Question 56 Discussion

Posted by Virgie on Nov 20, 2025 at 05:24 AM

A data engineer needs to create a table in Databricks using data from their organization's existing SQLite database.

They run the following command:

Which of the following lines of code fills in the above blank to successfully complete the task?

Suggested Answer: D

: In the given command, a data engineer is trying to create a table in Databricks using data from an SQLite database. The correct option to fill in the blank is ''sqlite'' because it specifies the type of database being connected to in a JDBC connection string. TheUSINGclause should be followed by the format of the data, and since we are connecting to an SQLite database, ''sqlite'' would be appropriate here.Reference:

Create a table using JDBC

JDBC connection string

SQLite JDBC driver


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31 comments · newest first
AM
Amalia 6 months ago
A) is definitely the best option here. Good luck, everyone!
RE
Reid 6 months ago
I feel A) is the safest bet. SQLite needs JDBC for Spark.
YO
Yoko 6 months ago
E) could work, but JDBC is more standard for this.
PA
Paola 6 months ago
Not sure about A). What about E) org.apache.spark.sql.sqlite?
EA
Earlean 6 months ago
Not sure if A is the best choice... could be wrong.
GL
Glen 6 months ago
I agree with A, it's the right way to connect!
CH
Charlie 7 months ago
Wait, is it really that straightforward?
GE
German 7 months ago
Definitely A) org.apache.spark.sql.jdbc!
JO
Jodi 7 months ago
I'd go with D) sqlite. Gotta love that good old SQLite database!
ME
Meaghan 8 months ago
D) sqlite makes the most sense to me. Can't go wrong with the classics!
LA
Lawrence 8 months ago
B) autoloader sounds like a fun option, but I doubt that's the right answer.
VI
Vincenza 8 months ago
I'm pretty sure it's D) sqlite. That's the way to go!
JU
Junita 8 months ago
E) org.apache.spark.sql.sqlite
TA
Tanja 8 months ago
D) sqlite
LA
Lashaun 8 months ago
I vaguely recall that DELTA is more about storage formats, so I don't think C) is the right choice for this question.
YA
Yaeko 9 months ago
I’m leaning towards E) org.apache.spark.sql.sqlite because it specifically mentions SQLite, but I’m not confident about the syntax.
AM
Amie 9 months ago
I remember practicing a similar question where we had to connect to a database, and I feel like sqlite could be relevant here, but it seems too simple.
GR
Gracie 9 months ago
I think the answer might be A) org.apache.spark.sql.jdbc since it relates to JDBC connections, but I'm not entirely sure.
EU
Eugene 9 months ago
I'm not entirely sure about this one. The options seem a bit mixed, and I'm not familiar with all of the Spark SQL libraries. I'll need to review my notes and maybe look up some examples to figure out the best approach.
MI
Mitsue 9 months ago
I've got this! The answer is option E, "org.apache.spark.sql.sqlite". That's the Spark SQL library for working with SQLite databases, so that's what I'll use to fill in the blank and complete the task.
BL
Blossom 9 months ago
Okay, let's see. The question mentions a SQLite database, so I'm guessing the answer has something to do with that. Maybe it's option D or E? I'll have to double-check the Spark SQL documentation to be sure.
RE
Remedios 10 months ago
I agree, A) makes sense for JDBC connections.
EM
Emilio 10 months ago
I think it's A) org.apache.spark.sql.jdbc. Seems like the right choice.
ER
Ernie 10 months ago
I think it's E) org.apache.spark.sql.sqlite, not A.
LA
Lavina 11 months ago
Hmm, I'm a bit confused. The code snippet shows a blank that needs to be filled in, but I'm not sure which of the options is the correct one. I'll need to think this through carefully.
DI
Dick 11 months ago
I think I know how to approach this. The question is asking about creating a table in Databricks using data from a SQLite database, so I'll need to use the appropriate Spark SQL library to connect to the SQLite database.
TI
Tiffiny 5 months ago
↳ replying to Dick
Exactly! E is the best option for this task.
LU
Luz 5 months ago
↳ replying to Dick
But isn’t that more general? SQLite needs its own library.
WE
Wenona 5 months ago
↳ replying to Dick
That makes sense! It’s specifically for SQLite.
GA
Gail 10 months ago
↳ replying to Dick
I believe the right choice is E) org.apache.spark.sql.sqlite.
DE
Derrick 10 months ago
↳ replying to Dick
I thought about A) org.apache.spark.sql.jdbc too.
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