Streaming APIs, async itertools, reactive programming

[goodboy]

This will be a better write up when I get back to it but for now just putting a link dump:

Rx (reactive programming)

• https://en.wikipedia.org/wiki/Reactive_programming
• https://en.wikipedia.org/wiki/Reactive_extensions
• https://en.wikipedia.org/wiki/Reactive_extensions#A-Observable
• https://rxpy.readthedocs.io/
• https://github.com/lihaoyi/scala.rx
• https://docs.microsoft.com/en-us/previous-versions/dotnet/reactive-extensions/hh242985(v=vs.103)?redirectedfrom=MSDN
• https://www.reactivemanifesto.org/

"Event processing"

• https://jfaleiro.wordpress.com/2009/03/15/rms-event-handling-patterns/

Streaming tech

• https://en.wikipedia.org/wiki/StreamSQL
• https://en.wikipedia.org/wiki/Data_stream_management_system
• https://www.apollographql.com/blog/new-features-in-graphql-batch-defer-stream-live-and-subscribe-7585d0c28b07/
• https://www.apollographql.com/blog/the-next-step-for-realtime-data-in-graphql-b564b72eb07b/#.jtz80fyah
• https://medium.com/open-graphql/graphql-subscriptions-vs-live-queries-e38302c7ab8e

Apache Arrow

• https://arrow.apache.org/blog/2017/10/15/fast-python-serialization-with-ray-and-arrow/
• https://arrow.apache.org/blog/2019/10/13/introducing-arrow-flight/
• https://arrow.apache.org/blog/
• https://arrow.apache.org/blog/2017/06/16/turbodbc-arrow/

Dask

• https://docs.dask.org/en/latest/futures.html
• https://streamz.readthedocs.io/en/latest/dask.html

Python Async itertools, rx style libs

• https://github.com/omnilib/aioitertools
• https://github.com/vodik/asyncitertools
• https://github.com/MainRo/cyclotron-py
• https://github.com/andersea/slurry
• https://github.com/maxfischer2781/asyncstdlib

Language native

• https://en.wikipedia.org/wiki/Elm_(programming_language)

Theory

• http://csl.stanford.edu/~christos/pldi2010.fit/meijer.duality.pdf
• 250bpm blog entries:
  • composable network protocols
  • select statement considered harmful

[goodboy]

complex event processing: https://databricks.com/glossary/complex-event-processing