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Recursion Schemes Without the Barbed Wire (Part 5)

Talkat LambdaConf 2018 · 2018-06-03..06-05· [data-visualization]
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slides:none on file

Shows a concrete pipeline: uses recursion schemes to implement schema-to-Avro projection algebra in Core Java, validates semi-structured JSON/CSV and emits Parquet/Avro, handles Avro logical types (dates as int days, timestamps as long) and schema builder quirks. Two practical strategies surface for deterministic names: matryoshka empty labeling to decorate nodes with paths, or memoizing constructed records to reuse them. The code yields deterministic record names and a working ingestion component; exotic zygohistomorphic cases are acknowledged but not required.

AI-written summary · about

  1. 0:00Avro schema evolution
  2. 2:17Avro schema types
  3. 6:18Logical types in Avro
  4. 8:31Schema builders for records
  5. 10:23Avro naming constraints
  6. 11:30Deterministic schema naming
  7. 13:20Matryoshka empty for paths
  8. 16:38Recursive types extraction
  9. 18:29Paths with struct fields
  10. 21:20Node labeling in recursion
  11. 23:17Coalgebra tree traversal
  12. 24:31Summary of recursion schemes
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