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The code block displayed below contains an error. The code block should return a new DataFrame that only contains rows from DataFrame transactionsDf in which the value in column predError is at least 5. Find the error. Code block: transactionsDf.where("col(predError) >= 5")
Correct Answer: A
Explanation The argument to the where method cannot be a string. It can be a string, no problem here. Instead of where(), filter() should be used. No, that does not matter. In PySpark, where() and filter() are equivalent. Instead of >=, the SQL operator GEQ should be used. Incorrect. The expression returns the original DataFrame transactionsDf and not a new DataFrame. To avoid this, the code block should be transactionsDf.toNewDataFrame().where("col(predError) >= 5"). No, Spark returns a new DataFrame. Static notebook | Dynamic notebook: See test 1 (https://flrs.github.io/spark_practice_tests_code/#1/27.html , https://bit.ly/sparkpracticeexams_import_instructions)