Tag: transformations

  • How to evaluate data transformations?

    How to evaluate data transformations? There are several well-established benchmarks for text-to-SQL tasks like BIRD, Spider, and WikiSQL. However, I’m working on a data transformation system that handles per-row transformations with contextual understanding of the input data. The challenge is that most existing benchmarks focus on either: Pure SQL generation (BIRD, Spider) Simple data cleaning…