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Exam Certified Associate Developer for Apache Spark topic 1 question 89 discussion

Actual exam question from Databricks's Certified Associate Developer for Apache Spark

Question #: 89
Topic #: 1

[All Certified Associate Developer for Apache Spark Questions]

The code block shown below contains an error. The code block intended to return a DataFrame containing a column dayOfYear, an integer representation of the day of the year from column openDate from DataFrame storesDF. Identify the error.

Note that column openDate is of type integer and represents a date in the UNIX epoch format – the number of seconds since midnight on January 1st, 1970.

A sample of storesDF is displayed below:

Code block:

storesDF.withColumn("dayOfYear", dayofyear(col("openDate")))

A. The dayofyear() operation cannot extract the day of year from a column of type integer – column openDate must first be converted to type Timestamp.
B. The dayofyear() operation takes a quoted column name rather than a Column object as its first argument – the first argument should be "openDate".
C. The dayofyear() operation cannot extract the day of year from a column of type integer – column openDate must first be converted to type Date.
D. The dayofyear() operation is not applicable in a withColumn() call – the newColumn() operation must be used instead.
E. There is no dayofyear() operation – the day of year number must be extracted using substring utilities.