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ENH: optimize.linprog: use callbacks for highs #19420

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@HaoZeke HaoZeke commented Oct 22, 2023

Do not attempt to review until #19255 is in. :)

Reference issue

Closes #15707 eventually.

What does this implement/fix?

Basically passes callback information in the same way as the rest of linprog.

Additional information

Draft until its ready. Might need more changes here as well. Depends on #19255.

HaoZeke and others added 30 commits October 14, 2023 12:49
Still needs a wrapper around Highs()
Co-authored-by: mckib2 <mckib2@users.noreply.github.com>
With fixes as suggested

Co-authored-by: rgommers <rgommers@users.noreply.github.com>
Co-authored-by: rgommers <rgommers@users.noreply.github.com>
... outside of scipy at any rate
Remain 100% backwards compatible
@lucascolley lucascolley added enhancement A new feature or improvement scipy.optimize labels Dec 21, 2023
@lucascolley lucascolley added this to the 1.14.0 milestone Mar 12, 2024
@lucascolley lucascolley changed the title ENH: Use callbacks for highs in linprog ENH: optimize.linprog: use callbacks for highs May 18, 2024
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@HaoZeke, any update here? It's probably getting a bit tight to get this into 1.14...

@rgommers rgommers modified the milestones: 1.14.0, 1.15.0 May 27, 2024
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HaoZeke commented May 28, 2024

@HaoZeke, any update here? It's probably getting a bit tight to get this into 1.14...

Thanks for the ping, @h-vetinari. Also, I'm sorry, but this needs some work since the underlying PR got reverted (and is being reworked a bit upstream). I'll be ready with the previous (highs update PR) this weekend but I see from the release schedule (and the fact that reviews will be needed) that none of these will be in before rc2 at the earliest.

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DEP: remove deprecated linprog-methods
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