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Welcome to the InstaKit™ braindump!!!

Here is my to-do list regarding the same:

1. Write a motherfucking test suite

   • pytest and clu.testing.utils.inline, all the way
   • Gank some image-compare algos:
     • https://github.com/davehouse/image_diff/blob/python_ssim/skssim/ssim.py
     • https://github.com/stitchfix/fauxtograph/tree/master/fauxtograph
     • The scikit-image testsuite
     • The Pillow testsuite, most likely
     • DO NOT BE AFRAID TO DO SOME PyObjC TYPE SHIT
   • Differentiate between subjective and objective results
     • as in: have an optional codepath to generate some kind of results gallery
     • … but keep that shit separate from the theorem-prover-tastic unit-test type stuff

2. Get rid of the entire instakit.meta package

   • … At this point, python-clu should be able provide, like, all of that shit AND MORE!!!!
   • … And for those little itty bitty bits for which it somehow cannot: that’ll be the foundation, going forward, and should be a way more easier and betterer foundation on which to build all of that, ah, I want to say introspection? Yeah. Introspection. OK.

3. Clean up instakit.utils.mode

   • Abort the attempt to use annotated descriptors to do… something? Yeah. Get rid of all of that stuff.
     • Honestly dogg, instakit.utils.mode is generally pretty fucking awesome in general, it does not need annotated descriptors and other such hoohah – know when to hold ‘em, &c.
   • Make it fail-safe, bullet-proof, unfuckwithable
     • … Actual unit-tests will help out here (obvi)
     • Make sure e.g. shit like the enum ordering isn’t a product of deterministic yet implementation-specific and non-algorithmic dictionary ordering and/or the whims of dependent module authors LIKE FOR EXAMPLE

4. Make a plan for instakit.comparators

5. Cythonize more of the things

6. Track down and implement a real UCR algorithm

   • I mean, for the love of fuck

7. w/r/t instakit.utils.colortype – either:

   • FISH, or
   • CUT FUCKING BAIT

8. Also do bigger, better, expansive things, like e.g.:

   • Generic type integration for ABCs
   • Auto-pipelining
   • HALIDE INTEGRATION, YOU MOTHERFUCKER
     • !!!!!!!
   • Travis!
   • ReadTheDocs!
   • Curves IO for reals
   • AND MORE!!!!!!!!!!!!!!!!!!!!!