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Databricks Exam Databricks-Certified-Data-Analyst-Associate Topic 4 Question 20 Discussion

Actual exam question for Databricks's Databricks-Certified-Data-Analyst-Associate exam
Question #: 20
Topic #: 4
[All Databricks-Certified-Data-Analyst-Associate Questions]

A data analysis team is working with the table_bronze SQL table as a source for one of its most complex projects. A stakeholder of the project notices that some of the downstream data is duplicative. The analysis team identifies table_bronze as the source of the duplication.

Which of the following queries can be used to deduplicate the data from table_bronze and write it to a new table table_silver?

A)

CREATE TABLE table_silver AS

SELECT DISTINCT *

FROM table_bronze;

B)

CREATE TABLE table_silver AS

INSERT *

FROM table_bronze;

C)

CREATE TABLE table_silver AS

MERGE DEDUPLICATE *

FROM table_bronze;

D)

INSERT INTO TABLE table_silver

SELECT * FROM table_bronze;

E)

INSERT OVERWRITE TABLE table_silver

SELECT * FROM table_bronze;

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Contribute your Thoughts:

Billye
2 months ago
Option C is like the SQL version of a magician's trick - 'MERGE DEDUPLICATE'? I'm half-expecting a rabbit to pop out of the hat along with the deduped data.
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Amie
2 months ago
Option B? Really? 'INSERT *'? What, are we going to insert the entire table into the new one? That's like trying to fit a square peg into a round hole.
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Josphine
1 months ago
C) Option C
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Gianna
2 months ago
A) Option A
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Launa
3 months ago
Option C is the way to go! 'MERGE DEDUPLICATE' - now that's some serious SQL magic right there. I bet the stakeholder will be impressed.
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Eulah
2 months ago
Definitely, using 'MERGE DEDUPLICATE' in SQL can streamline the process and ensure accurate results in table_silver.
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Val
2 months ago
I agree, Option C seems like the most efficient way to deduplicate the data and write it to table_silver.
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Shaun
2 months ago
Option C is the way to go! 'MERGE DEDUPLICATE' - now that's some serious SQL magic right there. I bet the stakeholder will be impressed.
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Darrin
3 months ago
I think option E might be the best choice to overwrite the data in table_silver with deduplicated data.
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Tyisha
3 months ago
Hmm, I'm torn between Options A and D. They both seem pretty solid, but I think I'll go with A. It just feels more elegant, you know?
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Matthew
3 months ago
I'm not sure, but I think option D might also work by inserting into table_silver.
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Alaine
3 months ago
I'm partial to Option E. It's a bit more concise and efficient, and it should give us the same result as Option A. Plus, it has a cool name - 'INSERT OVERWRITE'.
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Reid
2 months ago
User 2
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Rickie
2 months ago
User 1
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Lindsey
3 months ago
Option A is the way to go! It's simple and straightforward, and it gets the job done. No need to overcomplicate things.
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Lenna
2 months ago
Option A seems like the most straightforward approach. Let's go with that.
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Lashaunda
2 months ago
I agree, Option A is the way to go. It's a simple and effective solution.
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Sol
2 months ago
Option A is definitely the best choice. It's the most efficient way to deduplicate the data.
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Eve
3 months ago
I agree with Natalya, using SELECT DISTINCT should remove the duplicates.
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Natalya
3 months ago
I think option A is the correct query to deduplicate the data.
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