~/talk

No more sassy SaaS integrations

Talkat PyCon Israel 2022 · 2022-06-28..06-29· [python, developer-experience]
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slides:none on file

A lightweight SDK is built that splits integrations into a stream phase (incremental fetch, pagination, rate-limit and state handling) and a parse phase (convert raw API JSON to domain objects), inspired by Airbyte CDK and implemented with Pydantic, Typer, importlib/inspect class discovery for a zero-CLI workflow, dependency-injection using Python generics to wire streams to parsers, and snapshot testing via requests hooks plus requests-mock to record and replay API responses.

AI-written summary · about

  1. 0:00Introduction and thanks
  2. 1:55Integration challenges overview
  3. 6:52Aerobyte’s SDK approach
  4. 10:06Building our own SDK
  5. 12:14Class discovery and CLI
  6. 14:03Dependency injection
  7. 16:16Automated snapshot testing
  8. 17:21Summary and conclusion
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