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.
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.