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python: Provide incumbent solution in callback #1882

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@few few commented Aug 17, 2024

An accessor for the incumbent solution was already present in the callback data in highspy. But as pointed out in #1856 it was not properly implemented. This PR fixes that.

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few commented Aug 21, 2024

I updated the commit to fix the formatting issue and made a small edit to examples/call_highs_from_python.py

mathgeekcoder added a commit to mathgeekcoder/HiGHS that referenced this pull request Sep 16, 2024
Major highspy update:
* changed `highs_linear_expression` to be immutable by default
* improved callback support
* improved test coverage (99%)
* performance and usability enhancements
* Support `__iadd__`, `__imul__`, etc.
* Updated chain comparison support in immutable setting
* `h.val()` can take `highs_linear_expression`
* `expr == [lb,ub]` -> `lb <= expr <= ub` syntax
* `qsum`
* added pretty print `__repr__` and `__str__`
* added KeyboardInterrupt support
* added user interrupt
* fixed slicing issues with numpy and highs
* added `resetGlobalScheduler`
* released GIL for `Presolve`
* fixed issues with deadlock on Windows
* fixed MIP solution callback issue
* support `getExpr` that creates a `highs_linear_expression` from existing row

Should address multiple issues: ERGO-Code#1865, ERGO-Code#1882, ERGO-Code#1888, ERGO-Code#1892, ERGO-Code#1903, ERGO-Code#1904, and perhaps ERGO-Code#1905
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This should be addressed in PR #1942, which was just merged in latest. There are significant updates to highspy, including callbacks.

Please, if possible, pull the updates from the latest branch before we can review/approve this.

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