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Databricks Certified Associate Developer for Apache Spark 3.0 Exam

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Databricks Certified Associate Developer for Apache Spark 3.0 Exam Questions and Answers

Questions 1

In which order should the code blocks shown below be run in order to assign articlesDf a DataFrame that lists all items in column attributes ordered by the number of times these items occur, from

most to least often?

Sample of DataFrame articlesDf:

1.+------+-----------------------------+-------------------+

2.|itemId|attributes |supplier |

3.+------+-----------------------------+-------------------+

4.|1 |[blue, winter, cozy] |Sports Company Inc.|

5.|2 |[red, summer, fresh, cooling]|YetiX |

6.|3 |[green, summer, travel] |Sports Company Inc.|

7.+------+-----------------------------+-------------------+

Options:

A.  

1. articlesDf = articlesDf.groupby("col")

2. articlesDf = articlesDf.select(explode(col("attributes")))

3. articlesDf = articlesDf.orderBy("count").select("col")

4. articlesDf = articlesDf.sort("count",ascending=False).select("col")

5. articlesDf = articlesDf.groupby("col").count()

B.  

4, 5

C.  

2, 5, 3

D.  

5, 2

E.  

2, 3, 4

F.  

2, 5, 4