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DATABRICKS-CERTIFIED-ASSOCIATE-DEVELOPER-FOR-APACHE-SPARK · Question #32

DATABRICKS-CERTIFIED-ASSOCIATE-DEVELOPER-FOR-APACHE-SPARK Question #32: Real Exam Question with Answer & Explanation

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Spark DataFrame Transformations

Question

The code block shown below contains an error. The code block intended to return a new DataFrame that is the result of an inner join between DataFrame storesDF and DataFrame employeesDF on column storeId. Identify the error. Code block: StoresDF.join(employeesDF, "inner", "storeID")

Options

  • AThe key column storeID needs to be wrapped in the col() operation.
  • BThe key column storeID needs to be in a list like ["storeID"].
  • CThe key column storeID needs to be specified in an expression of both DataFrame columns like
  • DThere is no DataFrame.join() operation - DataFrame.merge() should be used instead.
  • EThe column key is the second parameter to join() and the type of join in the third parameter to

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Topics

#Spark DataFrames#Join operations#PySpark API#Error identification
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