This repository shows you how to build and customize a Docker® container for MATLAB® and its toolboxes, using the MATLAB Package Manager (mpm).
You can use this container image as a scalable and reproducible method to deploy and test your MATLAB code.
Use the Dockerfile in this top-level repository if you want a lightweight and simple way to create a MATLAB container image. You can also download prebuilt images based on this Dockerfile from here.
For alternative resources, see the alternates folder that contains the following Dockerfiles:
mpm
to install MATLAB in the container. This allows you to install toolboxes that are not currently supported by mpm. Use this Dockerfile if you prefer using the MATLAB installer workflow, instead of mpm
.mathworks/matlab
container image. This Dockerfile contains the features of the MATLAB image on Docker Hub, allowing you to access the dockerised MATLAB through a browser, batch mode, or an interactive command prompt.For more Docker related resources, see More MATLAB Docker Resources.
Access this Dockerfile either by directly downloading this repository from GitHub®, or by cloning this repository and then navigating to the appropriate folder.
git clone https://github.com/mathworks-ref-arch/matlab-dockerfile.git
cd matlab-dockerfile
Build container with a name and tag of your choice.
docker build -t matlab:R2024b .
Run the container. Test the container by running an example MATLAB command such as ver.
docker run --init --rm -e MLM_LICENSE_FILE=27000@MyServerName matlab:R2024b -batch ver
The Dockerfile defaults to building a container for MATLAB R2024b.
The example command ver
displays the version number of MATLAB and other installed products. For more information, see ver. For more information on running the container, see the section on Running the Container.
Note
Using the
--init
flag in thedocker run
command ensures that the container stops gracefully when adocker stop
ordocker kill
command is issued. For more information, see the following links:
- Docker run reference page.
- Blog post on the usage of init.
By default, the Dockerfile installs MATLAB for the latest available MATLAB release without any additional toolboxes or products in the /opt/matlab/${MATLAB_RELEASE}
folder.
Use the options below to customize your build.
The Dockerfile supports the following Docker build-time variables:
Argument Name | Default value | Description |
---|---|---|
MATLAB_RELEASE | R2024b | The MATLAB release to install, for example, R2023b . |
MATLAB_PRODUCT_LIST | MATLAB | Products to install as a space-separated list. For more information, see MPM.md. For example: MATLAB Simulink Deep_Learning_Toolbox Fixed-Point_Designer |
MATLAB_INSTALL_LOCATION | /opt/matlab/R2024b | The path to install MATLAB. |
LICENSE_SERVER | unset | The port and hostname of the machine that is running the Network License Manager, using the port@hostname syntax. For example: 27000@MyServerName |
Use these arguments with the the docker build
command to customize your image.
Alternatively, you can change the default values for these arguments directly in the Dockerfile.
For example, to build an image for MATLAB R2019b, use this command.
docker build --build-arg MATLAB_RELEASE=R2019b -t matlab:R2019b .
For example, to build an image with MATLAB and Simulink®, use this command.
docker build --build-arg MATLAB_PRODUCT_LIST='MATLAB Simulink' -t matlab:R2024b .
For example, to build an image with MATLAB installed at /opt/matlab, use this command.
docker build --build-arg MATLAB_INSTALL_LOCATION='/opt/matlab' -t matlab:R2024b .
Including the license server information with the docker build
command means you do not have to pass it when running the container.
# Build container with the License Server.
docker build --build-arg LICENSE_SERVER=27000@MyServerName -t matlab:R2024b .
# Run the container, without needing to pass license information.
docker run --init --rm matlab:R2024b -batch ver
This container requires a Network License Manager to license and run MATLAB. You will need either the port and hostname of the Network License Manager, or a network.lic
file.
Step 1: Contact your system administrator, who can provide one of the following:
The address to your server, and the port it is running on.
For example: [email protected]
A network.lic
file which contains the following lines:
# Sample network.lic
SERVER MyServerName.example.com <optional-mac-address> 27000
USE_SERVER
A license.dat
file. Open the license.dat
file, find the SERVER
line, and either extract the port@hostname
, or create a network.lic
file by copying the SERVER
line and adding a USE_SERVER
line below it.
# snippet from sample license.dat
SERVER MyServerName.example.com <mac-address> 27000
Step 2: Use port@hostname
or the network.lic
file with either the docker build
or the docker run
command.
With the docker build
command, either:
Specify the LICENSE_SERVER
build-arg.
# Example
docker build -t matlab:R2024b --build-arg LICENSE_SERVER=27000@MyServerName .
Use the network.lic
file:
network.lic
file in the same folder as the Dockerfile.COPY network.lic /opt/matlab/licenses/
in the Dockerfile.LICENSE_SERVER
build-arg:# Example
docker build -t matlab:R2024b .
With the docker run
command, use the MLM_LICENSE_FILE
environment variable. For example:
docker run --init --rm -e MLM_LICENSE_FILE=27000@MyServerName matlab:R2024b -batch ver
If you did not provide the license server information when building the image, then provide it when running the container. Set the environment variable MLM_LICENSE_FILE
using the -e
flag, with the network license manager's location in the format port@hostname
.
# Start MATLAB, print version information, and exit:
docker run --init --rm -e MLM_LICENSE_FILE=27000@MyServerName matlab:R2024b -batch ver
You can run the container without specifying MLM_LICENSE_FILE
if you provided the license server information when building the image, as shown in the examples below.
To start the container and run MATLAB in an interactive command prompt, execute:
docker run --init -it --rm matlab:R2024b
To start the container, run a MATLAB command, and then exit, execute:
# Container runs the command RAND in MATLAB and exits.
docker run --init --rm matlab:R2024b -batch rand
To override the default behavior of the container and run MATLAB with any set of arguments, such as -logfile
, execute:
docker run --init -it --rm matlab:R2024b -logfile "logfilename.log"
To learn more, see the documentation: Commonly Used Startup Options.
Explore prebuilt MATLAB Docker Containers on Docker Hub: https://hub.docker.com/r/mathworks
Enable additional capabilities using the MATLAB Dependencies repository. For some workflows and toolboxes, you must specify dependencies. You must do this if you want to do any of the following tasks:
The matlab-deps repository repository lists Dockerfiles for various releases and platforms. To view the Dockerfile for R2024b, click here.
These Dockerfiles contain commented lines with the libraries that support these additional capabilities. Copy and uncomment these lines into your Dockerfile.
You can help improve MATLAB by providing user experience information on how you use MathWorks products. Your participation ensures that you are represented and helps us design better products. To opt out of this service, delete the following line in the Dockerfile:
ENV MW_DDUX_FORCE_ENABLE=true MW_CONTEXT_TAGS=MATLAB:DOCKERFILE:V1
To learn more, see the documentation: Help Make MATLAB Even Better - Frequently Asked Questions.
We encourage you to try this repository with your environment and provide feedback. If you encounter a technical issue or have an enhancement request, create an issue here.
Copyright 2021-2024 The MathWorks, Inc.