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Table -> CleanedTable
Iteratively generate and execute data transformation steps, observing intermediate table states and runtime error feedback to correct the preparation pipeline.
Problem it solves
Static data cleaning pipelines fail to handle unexpected cell formats, missing columns, or runtime exceptions.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.