~/talk

Fetchless A New Take on Data Retrieval

Talkat ScalaCon 2022 · 2022-10-04..10-07· [scala, machine-learning]
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Reimplements the old Scala Fetch as a new library called Fetchless with a tagless final–style DSL and explicit fetch APIs (single, batch, fetchAll/fetchAllDedup). It makes laziness opt‑in and linear execution the default, threads a cache between requests, and adds streaming, doobie and http4s integrations plus debugging. Benchmarks run 1..50k IDs 40× show Fetchless about an order of magnitude faster in the worst case (original Fetch ~6.6e9 ms vs Fetchless ~5.6e8 ms in this test), and the implementation successfully reproduces batching, deduping and parallel runs.

AI-written summary · about

  1. 0:00Introduction to fetch
  2. 1:20Understanding fetch
  3. 5:26Introducing fetchless
  4. 12:51The origin of the rebuild
  5. 20:18Core architecture of fetchless
  6. 26:28Refining DSL syntax
  7. 31:05Implementation details
  8. 35:10Streaming and debugging
  9. 39:50Benchmark demonstration
  10. 48:14Q&A session
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