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Recursion Schemes Without the Barbed Wire (Part 6)

Talkat LambdaConf 2018 · 2018-06-03..06-05· [data-visualization]
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Claims that recursion schemes let a schema-driven pipeline do validation and transformation in only half a traversal, implemented with algebraM + Traverse and a state monad registry for deduplication. Uses matryoshka to derive JSON→fixed JData converters, Geto validation to produce composable rules, and SCARA check generators for tests. Builds a working JSON ingestion MVP in about half an hour that produces precise localized error reports, generates schema-compatible test data, and short-circuits or reuses records as intended.

AI-written summary · about

  1. 0:00Introduction
  2. 1:24Monadic traversals benefits
  3. 6:54Monadic algebra schema transform
  4. 8:03Data validation schemas JSON
  5. 15:29Generating validation rules
  6. 17:54Building data validated JSON
  7. 22:12Sanitizing validating schema-driven
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