https://github.com/metab0t/pyoptinterface_benchmark

https://github.com/metab0t/pyoptinterface_benchmark

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• Host: GitHub
• URL: https://github.com/metab0t/pyoptinterface_benchmark
• Owner: metab0t
• Created: 2024-02-14T16:21:49.000Z (11 months ago)
• Default Branch: master
• Last Pushed: 2024-05-13T16:29:08.000Z (8 months ago)
• Last Synced: 2024-05-14T09:28:56.611Z (8 months ago)
• Language: Python
• Size: 42 KB
• Stars: 4
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## Preparation

- Install Julia

```

julia> ] activate .

julia> instantiate

```

- Install Python and dependencies

```

pip install -r requirements.txt

```

## Run benchmark experiments

This folder contains the benchmark experiments for the facility location and LQCP problems. The experiments are implemented in Julia, Python, C++. The experiments are run with the following solvers:

- C++

```

$ cpp_build.bat

$ julia cpp_run.jl gurobi

$ julia cpp_run.jl copt

```

- JuMP

```

$ julia --project=. facility.jl gurobi

$ julia --project=. lqcp.jl gurobi

$ julia --project=. facility.jl copt

$ julia --project=. lqcp.jl copt

```

- PyOptInterface

```

$ python facility_poi.py gurobi

$ python lqcp_poi.py gurobi

$ python facility_poi.py copt

$ python lqcp_poi.py copt

```

- gurobipy

```

$ python facility_gurobipy.py

$ python lqcp_gurobipy.py

```

- coptpy

```

$ python facility_coptpy.py

$ python lqcp_coptpy.py

```

- Pyomo

```

$ python facility_pyomo.py gurobi

$ python lqcp_pyomo.py gurobi

$ python facility_pyomo.py copt

$ python lqcp_pyomo.py copt

```

## Show results

The result is stored in `benchmarks.csv` file and can be shown by running

```

$ julia --project=. produce_table.jl

```

## Reference

The code for benchmark is adapted from https://github.com/jump-dev/JuMPPaperBenchmarks