OpenWorm aims to build the first comprehensive computational model of Caenorhabditis elegans (C. elegans), a microscopic roundworm. With only a thousand cells, it solves basic problems such as feeding, mate-finding and predator avoidance. Despite being extremely well-studied in biology, a deep, principled understanding of the biology of this organism remains elusive.
We are using a bottom-up approach, aimed at observing the worm behaviour emerge from a simulation of data derived from scientific experiments carried out over the past decade. To do so we are incorporating the data available from the scientific community into software models. We are also forging new collaborations with universities and research institutes to collect data that fill in the gaps.
We have put together a docker container that pulls together the major components of our simulation and runs it on your machine. When you get it all running it does the following:
- Run our nervous system model, known as c302, on your computer.
- Run our body model, known as Sibernetic, on your computer, using the output of the nervous system model.
- Produce graphs from the output of the nervous system model that demonstrate its output on your computer for you to inspect.
- Produce a movie showing the output of the body model for you to inspect.
NOTE: Running the simulation for the full amount of time would produce content like the above. However, in order to run in a reasonable amount of time, the default run time for the simulation is limited. As such, you will see only a partial output, equivalent to about 5% of run time, compared to the examples above. To extend the run time, use the
-d argument as described below.
- Currently Windows is not supported (see https://github.com/openworm/OpenWorm/issues/263); you will need Mac OS or Linux (or a virtual environment on Windows that runs either of those).
- You should have at least 60 GB of free space on your machine and at least 2GB of RAM
- Install Docker on your system.
- If your system does not have enough free space, you can use an external hard disk. On MacOS X, the location for image storage can be specified in the Advanced Tab in Preferences. See this thread in addition for Linux instructions.
- Open a terminal and run:
git clone http://github.com/openworm/openworm;
- About 5-10 minutes of output will display on the screen as the steps run.
- The simulation will end. Exit the container with
stop.shon your system to clean up the running container.
- Inspect the output in the
- -d [num] : Use to modify the duration of the simulation in milliseconds. Default is 15. Use 5000 to run for time to make the full movie above.
Other things to try
- Open a terminal and run
run-shell-only.sh. This will let you log into the system before it has run
master_openworm.py. From here you can inspect the internals of the various checked out code bases and installed systems and modify things. Afterwards you'll still need to run
stop.shto clean up.
- If you modify what gets installed, you should modify Dockerfile. If you modify what runs, you should modify
master_openworm.py. Either way you will need to run
build.pyin order to rebuild the image locally. Afterwards you can run normally.
What is the docker container?
The docker container is a self-contained environment in which you can run OpenWorm simulations. It's fully set up to get you started by following the steps above. At the moment, it runs simulations and produces visualizations for you, but these visualizations must be viewed outside of the docker container. While you do not need to know much about Docker to use OpenWorm, if you are planning on working extensively with the platform, you may benefit from understanding some basics. Docker Curriculum is an excellent tutorial for beginners that is straightforward to work through (Sections 1 - 2.5 are plenty sufficient).
Is it possible to modify the simulation without having to run
Yes, but it is marginally more complex. The easiest way is to modify anything in the docker container once you are inside of it - it will work just like a bash shell. If you want to modify any code in the container, you'll need to use an editor that runs in the terminal, like nano. Once you've modified something in the container, you don't need to re-build. However, if you run
stop.sh once you exit, those changes will be gone.
How do I access more data than what is already output?
The simulation by default outputs only a few figures and movies to your home system (that is, outside of the docker container). If you want to access the entire output of the simulation, you will need to copy it from the docker container.
For example, say you want to extract the worm motion data. This is contained in the file
worm_motion_log.txt, which is found in the
/home/ow/sibernetic/simulations/[SPECIFIC_TIMESTAMPED_DIRECTORY]/worm_motion_log.txt. The directory
[SPECIFIC_TIMESTAMPED_DIRECTORY] will have a name like
C2_FW_2018_02-12_18-36-32, and its name can be found by checking the
output directory. This is actually the main output directory for the simulation, and contains all output, including cell modelling and worm movement.
Once the simulation ends and you exit the container with
exit, but before you run
stop.sh, run the following command from the openworm-docker-master folder:
docker cp openworm:/home/ow/sibernetic/simulations/[SPECIFIC_TIMESTAMPED_DIRECTORY]/worm_motion_log.txt ./worm_motion_log.txt
This will copy the file from the docker container, whose default name is
openworm. It is crucial that you do not run
stop.sh before trying to get your data out (see below)
What is the difference between
When you are in the Docker Container
openworm, and are done interacting with it, you type
exit to return to your system's shell. This stops execution of anything in the container, and that container's status is now
Exited. If you try to re-start the process using
run-shell-only.sh, you will get an error saying that the container already exists. You can choose, at this point, to run
stop.sh. Doing so will remove the container and any files associated with it, allowing you to run a new simulation. However, if you don't want to remove that container, you will instead want to re-enter it.
How do I enter a container I just exited?
If you run
stop.sh you'll delete your data and reset the container for a new run. If, however, you don't want to do that, you can re-enter the docker container like this:
sudo docker exec -it openworm bash
You'll need to enter your su password. This tells docker to all you to execute commands (
exec) with an interactive, tty (
-it) bash (
bash) shell in the container
You'll be able to interact with the container as before.
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