https://github.com/sandyspiers/jump-cplex-gurobi-container
A boilerplate dockerfile for Julia containers with CPLEX, Gurobi and JuMP installed without fuss.
https://github.com/sandyspiers/jump-cplex-gurobi-container
cplex docker gurobi julia optimisation
Last synced: about 2 months ago
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A boilerplate dockerfile for Julia containers with CPLEX, Gurobi and JuMP installed without fuss.
- Host: GitHub
- URL: https://github.com/sandyspiers/jump-cplex-gurobi-container
- Owner: sandyspiers
- Created: 2024-01-12T06:02:30.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-01-12T06:34:58.000Z (almost 2 years ago)
- Last Synced: 2025-03-31T01:17:16.921Z (7 months ago)
- Topics: cplex, docker, gurobi, julia, optimisation
- Language: Dockerfile
- Homepage:
- Size: 2.93 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: readme.md
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README
# JuMIP: Docker Container for JuMP, CPLEX and Gurobi
Creates a docker container with `Julia`, [`JuMP`](https://github.com/jump-dev/JuMP.jl), `CPLEX` & `Gurobi` installed, all with correct environment variables so [`CPLEX.jl`](https://github.com/jump-dev/CPLEX.jl) and [`Gurobi.jl`](https://github.com/jump-dev/Gurobi.jl) install without fuss.
## Preparation
### CPLEX
Obtain a licence and download the linux installer.
The file should be something like `cplex_studioXXXX.linux_x68_64.bin`.
Place this file in `bin/`.
`bin` should then contain the following 2 files,
```txt
bin
- cplex_studioXXX.linux_x68_64.bin
- cplex_installer.properties
```
### Gurobi
Obtain [web service licence](https://www.gurobi.com/features/web-license-service/) (client-only licences don't work for containers).
Generate a `gurobi.lic` licence file and place it in `C:/gurobi/` (as recommended (for Windows) [here](https://support.gurobi.com/hc/en-us/articles/360013417211)).
### JuMIP Dockerimage
The Dockerfile starts by creating a 'mipopt' image with both Cplex and Gurobi installed into the `/opt/` directory.
We then copy this over to a fresh [julia image](https://hub.docker.com/_/julia).
The correct environment variables are then set so that `CPLEX.jl` and `Gurobi.jl` install correctly (when you eventually want them).
## Usage
We can start a REPL session container by using the `docker-compose.yml`.
Note that a volume must be added to transfer across the `Gurobi.lic`.
To keep have code between your local environment, and the REPL container, we add a volume in the docker compose file.
Then, to start your REPL in a container, run
```shell
docker compose run jumip
```
If changes have been made to the `Project.toml`, you may need to force rebuild with
```shell
docker compose up --build jumip
docker compose run jumip
```