Designing a stream-composable, (soft) real-time ready, chain-time-type-validated FSP cascade system and DSL

[goodboy]

I have a bunch of ideas on this and am working out some draft ideas as part of chaining some small fsps in #268 but for now I'm just going to dump a research url set to avoid losing it 😂

So, more to come..

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Resources from a ton of other projects (this needs to be better categorized, especially the existing python stuff):

• https://scopes.readthedocs.io/en/latest/tutorial/
• https://extemporelang.github.io/docs/overview/using-extempore/
• https://docs.rs/adapton/0.3.31/adapton/#programming-model
• https://en.wikipedia.org/wiki/Dataflow_programming
• https://www.stochasticlifestyle.com/why-numba-and-cython-are-not-substitutes-for-julia/
• http://adapton.org/
• https://blog.opencog.org/2020/04/08/value-flows/
• https://duckduckgo.com/?t=ffab&q=adapton.python&ia=web
• https://docs.rs/adapton/0.3.31/adapton/#background-incremental-computing-with-names
• https://coconut.readthedocs.io/en/master/DOCS.html#compose
• https://github.com/PrefectHQ/prefect/blob/master/src/prefect/core/flow.py#L359
• https://en.wikipedia.org/wiki/Partial_evaluation#:~:text=Futamura%20projections,-A%20particularly%20interesting&text=This%20technique%20is%20known%20as,1)%2C%20yielding%20a%20compiler
• https://en.wikipedia.org/wiki/Quine_(computing)
• https://hobbes.readthedocs.io/en/latest/
• https://docs.sympy.org/latest/modules/tensor/indexed.html
• https://numba.readthedocs.io/en/stable/reference/types.html?highlight=from_dtype#numba.from_dtype
• https://returns.readthedocs.io/en/latest/pages/railway.html
• https://stackoverflow.com/questions/58422690/filtering-a-numpy-array-what-is-the-best-approach
• http://learnyouahaskell.com/higher-order-functions#composition
• https://scala-lms.github.io/
• https://tuulos.github.io/pydata-2014/#/
• https://numba.readthedocs.io/en/stable/user/faq.html#can-i-pass-a-function-as-an-argument-to-a-jitted-function
• https://toolz.readthedocs.io/en/latest/curry.html#id1
• https://stackoverflow.com/questions/16739290/composing-functions-in-python
• https://toolz.readthedocs.io/en/latest/api.html?highlight=compose#toolz.functoolz.compose
• https://funcy.readthedocs.io/en/latest/funcs.html#compose
• https://labs.quansight.org/blog/2019/05/metadsl-dsl-framework/
• https://labs.quansight.org/projects/
• https://labs.quansight.org/blog/2019/04/python-moa-tensor-compiler/
• https://stackoverflow.com/questions/38470264/numpy-concatenate-is-slow-any-alternative-approach
• https://stackoverflow.com/questions/7869095/concatenate-numpy-arrays-without-copying
• https://stackoverflow.com/questions/3522946/using-numpy-arrays-as-lookup-tables
• https://coconut.readthedocs.io/en/master/DOCS.html#compose
• https://faust.grame.fr/community/made-with-faust/mi-faust/index.html
• https://chuck.cs.princeton.edu/doc/learn/tutorial.html
• https://scipy-cookbook.readthedocs.io/items/ViewsVsCopies.html
• https://metadsl.readthedocs.io/en/latest/#
• https://toolz.readthedocs.io/en/latest/purity.html
• https://metadsl.readthedocs.io/en/latest/Roadmap.html
• https://github.com/Quansight-Labs/metadsl
• https://www.hillelwayne.com/post/spec-composition/
• https://vimeo.com/122066659
• https://wiki.postgresql.org/wiki/Incremental_View_Maintenance
• https://www.sympy.org/scipy-2017-codegen-tutorial/

[goodboy]

Added some ideas for new type names / concepts in f1deae93