Apache Spark 3 for Data Engineering and Analytics with Python - Working with User-Defined Functions

Apache Spark 3 for Data Engineering and Analytics with Python - Working with User-Defined Functions

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Information Technology (IT), Architecture

University

Hard

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The video tutorial covers the creation and use of user defined functions (UDFs) in Spark. It begins with an introduction to the necessity of UDFs when Spark SQL functions are insufficient. The tutorial then demonstrates how to create a DataFrame with student names and scores, followed by writing a Python function to assign letter grades. Finally, the Python function is converted into a Spark UDF and applied to the DataFrame to calculate grades.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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