Maybe ETL tools could be a good next step (like FME). You get really high quality input and output drivers. Functional tools for basic data tasks. The data c

Maybe ETL tools could be a good next step (like FME). You get really high quality input and output drivers. Functional tools for basic data tasks. The data can be easily explored at any stage. And you can drop in regexp or python where it is needed.