Enormously important changes to the data flow semantics and invalidation
rules. Especially significant is the way in which the node graph
produces a deeply composed function, compiles it to optimized machine
code with `jax`, and uses a seperately cached data flow to insert values
into the function from anywhere along the node graph without recompiling
the function.
A critical portion of the math system, namely the unit-aware dimensional
representation, is also finished. The `Data` node socket type now
dynamically reports the dimensional properties of the object flowing
through it, courtesy the use of a seperate data flow for information.
This allows for very high-peformance unit-aware nearest-value indexing built on binary
search.
Also, dependency management is completely ironed out. The `pip install`
process now runs concurrently, and the installation log is parsed in the
background to update a progress bar. This is the foundational work for a
similar concurrent process wrt. Tidy3D progress reporting.
We have a far more sane approach to nodeps now, which
allows us to essentially have two loggers - one that is
very useful, pretty, and clear, but requires a 'rich'
dependency, and one that is simple.
In this spirit, we factored out services/ too.
We can also set the initial console log level now when
packing the .zip.
There's still work to do with the actual flow for deps
installing / uninstalling.
But it should be far more robust now.
Finally, we have a barebones working `quartodoc`-based docs site.
It's super clever; see <https://github.com/machow/quartodoc>.
As it's "just" a quarto project with some python autodiscovery,
fleshing it out with ex. math, images, diagrams, and so forth
should be exceptionally easy.
As we develop, various linter-guided fixes are being realized.
This will be a long process, best done as we spiff everything up
in preparation for general release.
Sofus Albert Høgsbro Rose