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coin-or / pulp

A python Linear Programming API
http://coin-or.github.io/pulp/
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HiGHS solver appears but does not work, HiGHS_CMD does not appear at all #727

Open RobLeib opened 5 months ago

RobLeib commented 5 months ago

Details for the issue

What did you do?

Having just updated PuLP to use the HiGHS_CMD warmstart option, I am now unable to use HiGHS (but it appears when calling pl.listSolvers(onlyAvailable=True)) and I cannot see the HiGHS_CMD solver anymore when listing all solvers. As far as I understand the issue (which is not that much) it does not make sense that the API version of a solver appears without the CMD version appearing. Before updating, there was no problem with using HiGHS.

I'm currently using the version 1.5.3 from HiGHS which was installed using pip.

What did you expect to see?

I was hoping to use the warmstart features that were mentioned in the changelog of 2.8.0

What did you see instead?

When trying to use HiGHS I get the following error messages:

line 1883, in solve ... status = solver.actualSolve(self, *kwargs) line 481, in actualSolve ... self.createAndConfigureSolver(lp) line 329, in createAndConfigureSolver ... lp.solverModel.setLogCallback(callbackTuple)

AttributeError: 'Highs' object has no attribute 'setLogCallback'

Useful extra information

The info below often helps, please fill it out if you're able to. :)

What operating system are you using?

I'm using python version:

I installed PuLP via:

Did you also

pchtsp commented 5 months ago

Hello, thanks for reporting.

I have a few questions:

  1. You mention the HiGHS_CMD solver API not working, but then you mention an error (AttributeError: 'Highs' object has no attribute 'setLogCallback') that relates to another solver API (HiGHS). Which one were you using before? Because only HiGHS_CMD has a warmStart option and you seem to be using HiGHS.
  2. You say you cannot use the HiGHS_CMD solve. Do you have highs accessible in your PATH? I.e., if you write highs.exe in your command line, does it execute anything? Or fails to find it?
  3. Are you using msg=True when solving? There's a known issue with the HiGHS API (in Linux, but maybe also in Windows now) that relates to this. But only happens with the msg=True flag is on.
RobLeib commented 5 months ago

Hi, Thanks for responding,

  1. I think I might have misunderstood what the HiGHS_CMD solver is. I thought that a _CMD solver should always be available if the "non _CMD" solver is. So if I see "HiGHS" in my solver list, "HiGHS_CMD" should also be there as I thought the difference was just the way PuLP communicates with the solver.
  2. I cannot find highs.exe, you are right. I'll have a look if I can add to my path
  3. It seems that removing msg = True did not change anything
yahyamert commented 5 months ago

I have the same issue going on now. I had to delete and reinstall Anaconda and now I can't use HiGHS. As my friend case, I was also using HiGHS_CMD solver which I have installed through: conda install -c conda-forge highs

I have tried in several different laptops: windows and mac. I have installed anaconda, installed PuLP's latest version. And installed HiGHS. I can also see it in available solvers list but I get same errors trying to run.

In my case I can see both HiGHS and HiGHS_CMD. I receive different errors when I try to use them:

In HiGHS_CMD:

File ~/Desktop/yagmurdangelenler/loopui3.py:191 in run_optimization result = model.solve(solver)

File ~/anaconda3/lib/python3.11/site-packages/pulp/pulp.py:1872 in solve status = solver.actualSolve(self, **kwargs)

File ~/anaconda3/lib/python3.11/site-packages/pulp/apis/highs_api.py:152 in actualSolve process = subprocess.run(command, stdout=sys.stdout, stderr=sys.stderr)

File ~/anaconda3/lib/python3.11/subprocess.py:548 in run with Popen(*popenargs, **kwargs) as process:

File ~/anaconda3/lib/python3.11/subprocess.py:992 in init errread, errwrite) = self._get_handles(stdin, stdout, stderr)

File ~/anaconda3/lib/python3.11/subprocess.py:1723 in _get_handles c2pwrite = stdout.fileno()

File ~/anaconda3/lib/python3.11/site-packages/ipykernel/iostream.py:356 in fileno raise io.UnsupportedOperation(msg)

UnsupportedOperation: fileno

In HiGHS:

result = model.solve(solver)

File ~/anaconda3/lib/python3.11/site-packages/pulp/pulp.py:1872 in solve status = solver.actualSolve(self, **kwargs)

File ~/anaconda3/lib/python3.11/site-packages/pulp/apis/highs_api.py:481 in actualSolve self.createAndConfigureSolver(lp)

File ~/anaconda3/lib/python3.11/site-packages/pulp/apis/highs_api.py:329 in createAndConfigureSolver lp.solverModel.setLogCallback(*callbackTuple)

AttributeError: 'Highs' object has no attribute 'setLogCallback'

pchtsp commented 5 months ago

Sorry to hear. Do you have a reproducible example that I can test? As well as python version and, library version and Operating System?

Thanks.

yahyamert commented 5 months ago

Hello, I don't know how to supply reproducible example but I would be happy to share details.

Python version: Python 3.11.5 Library version: I'm not sure which version of PuLP I'm using however I have installed latest version lately so I guess it should be 2.8.0 Operating System: I use M2 Macbook Air, Sonoma 14.3.1 I will share the code snippet that I'm trying to run, it might help.

model = LpProblem("The_Production_Maximization_Problem", LpMaximize)

        #decision variables
        x = pulp.LpVariable.dicts("x", ((i, j, k) for i in range(I + 1) for j in range(J + 1) for k in range(K + 1)), cat="Binary")
        y = pulp.LpVariable.dicts("y", ((i, j, k) for i in range(I + 1) for j in range(J + 1) for k in range(K + 1)), cat="Integer")
        z = pulp.LpVariable.dicts("z", ((i, j, k) for i in range(I + 1) for j in range(J + 1) for k in range(K + 1)), cat="Binary")

solver = HiGHS_CMD() result = model.solve(solver)

I have taken out intermediate steps but basically this is what I try to run. Thank you again for your interest.

pchtsp commented 5 months ago

Can you export your model following some of these instructions? https://coin-or.github.io/pulp/guides/how_to_export_models.html#example-1-json

Can you tell me how (I.e. Which steps) did you install highs? And how do you know it's correctly installed?

Thanks

yahyamert commented 5 months ago

Hello,

I have tried to export .json file I wish it would work. I'm using excel to import data, if .json doesn't work for this reason I can supply some other files.

I'm also not sure whether I have installed HiGHS correctly because I remember when HiGHS was working for me I was able to locate HiGHS.exe file and run it. Now I try to find it inside Anaconda3 folder and I can't find it. I might have made mistake while installing HiGHS.

The step I have done to install highs is to run below code in terminal:

conda install -c conda-forge highs

MaximizationModel-guncel-github2.json

I really appreciate your help!

pchtsp commented 4 months ago

It may be an issue with Anaconda. Running in my windows laptop (and in github's CI) it works correctly. Which version of HiGHS is installing in anaconda? in the CI it's using 1.5.3 with python 3.10 and the latest pulp version.