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DATABRICKS-CERTIFIED-ASSOCIATE-DEVELOPER-FOR-APACHE-SPARK · Question #87

Which of the following code blocks returns a DataFrame containing only the rows from DataFrame storesDF where the value in column sqft is less than or equal to 25,000 AND the value in column customerS

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Spark DataFrame Operations: Data Selection and Filtering

Question

Which of the following code blocks returns a DataFrame containing only the rows from DataFrame storesDF where the value in column sqft is less than or equal to 25,000 AND the value in column customerSatisfaction is greater than or equal to 30?

Options

  • AstoresDF.filter(col("sqft") <= 25000 and col("customerSatisfaction") >= 30)
  • BstoresDF.filter(col("sqft") <= 25000 or col("customerSatisfaction") >= 30)
  • CstoresDF.filter(sqft) <= 25000 and customerSatisfaction >= 30)
  • DstoresDF.filter(col("sqft") <= 25000 & col("customerSatisfaction") >= 30)
  • EstoresDF.filter(sqft <= 25000) & customerSatisfaction >= 30)

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Topics

#DataFrame filtering#Column references#Bitwise operators#Spark API syntax
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