Abstract:Computational notebooks (e.g., Jupyter or Apache Zeppelin) have become a popular choice for data exploration, preparation, and ETL. Notebooks are more suited for interactive development of data pipelines than classical workflow systems, because they provide immediate feedback for the results of a computation and do not require the full computation to be specified upfront. However, the notebook model suffers from poor reproducibility, does not support automatic incremental re-evaluation of code when the code or… Show more
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