Vectorized Operations in PySpark: pandas_udf vs Standard UDF

Standard UDF functions process data row-by-row, resulting in Python function call overhead.

In contrast, pandas_udf uses Pandas’ vectorized operations to process entire columns in a single operation, significantly improving performance.

Learn more about pandas_udf.

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