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The Pierian Stream

Talkat Scala Days 2023 Seattle · 2023-06-05..06-07· [functional-programming, scala]
slides:none on file

Argues that FS2 (with cats-effect) is best understood by a concrete pull model that diagrams pulls, outputs and done signals, letting one predict effect ordering (e.g., how repeat and evalMap interact) without diving into internals; demonstrates the ambiguity of naive intuition with a cat-eat/nap example and notes FS2 exposes over 100 operators. Uses FS2, Cats and Cats Effect as tools, shows the diagram approach composes and predicts side-effect sequences but admits concurrency, errors and resources need extra rules.

AI-written summary · about

  1. 0:00Introduction
  2. 0:56Definition
  3. 2:28Data Processing and Events
  4. 6:09Stream Operators
  5. 8:47Stream Example
  6. 13:08Learning
  7. 17:59Mental Models
  8. 19:16Experimentation
  9. 22:09The Mental Model
  10. 25:18Substitution
  11. 27:50Evaluation and Substitution
  12. 28:24Equational Reasoning
  13. 29:32Example
  14. 32:50Finding a better model
  15. 34:24Pulling
  16. 35:46Downward Arrow
  17. 37:34Repeat Operator
  18. 38:30Compose Diagrams
  19. 39:08Start Diagrams
  20. 39:51Limitations
  21. 41:02Pull Model
  22. 41:52Pull Model Applications
  23. 42:47Resources
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