Persistent Overlays

Persistent overlay directories allow you to overlay a writable file system on an immutable read-only container for the illusion of read-write access. You can run a container and make changes, and these changes are kept separately from the base container image.

Overview

A persistent overlay is a directory or file system image that “sits on top” of your immutable SIF container. When you install new software or create and modify files the overlay will store the changes.

If you want to use a SIF container as though it were writable, you can create a directory, an ext3 file system image, or embed an ext3 file system image in SIF to use as a persistent overlay. Then you can specify that you want to use the directory or image as an overlay at runtime with the --overlay option, or --writable if you want to use the overlay embedded in SIF.

If you want to make changes to the image, but do not want them to persist, use the --writable-tmpfs option. This stores all changes in an in-memory temporary filesystem which is discarded as soon as the container finishes executing.

You can use persistent overlays with the following commands:

  • run
  • exec
  • shell
  • instance.start

Usage

To use a persistent overlay, you must first have a container.

$ sudo singularity build ubuntu.sif library://ubuntu

File system image overlay

You can use tools like dd and mkfs.ext3 to create and format an empty ext3 file system image, which holds all changes made in your container within a single file. Using an overlay image file makes it easy to transport your modifications as a single additional file alongside the original SIF container image.

Workloads that write a very large number of small files into an overlay image, rather than a directory, are also faster on HPC parallel filesystems. Each write is a local operation within the single open image file, and does not cause additional metadata operations on the parallel filesystem.

To create an overlay image file with 500MBs of empty space:

$ dd if=/dev/zero of=overlay.img bs=1M count=500 && \
    mkfs.ext3 overlay.img

Now you can use this overlay with your container, though filesystem permissions still control where you can write, so sudo is needed to run the container as root if you need to write to / inside the container.

$ sudo singularity shell --overlay overlay.img ubuntu.sif

To manage permissions in the overlay, so the container is writable by unprivileged users you can create a directory structure on your host, set permissions on it as needed, and include it in the overlay with the -d option to mkfs.ext3:

$ mkdir -p overlay/upper
$ dd if=/dev/zero of=overlay.img bs=1M count=500 && \
     mkfs.ext3 -d overlay overlay.img

Now the container will be writable as the unprivileged user who created the overlay/upper directory that was placed into overlay.img.

$ singularity shell --overlay overlay.img ubuntu.sif
Singularity> echo $USER
dtrudg
Singularity> echo "Hello" > /hello

Note

The -d option to mkfs.ext3 does not support uid or gid values >65535. To allow writes from users with larger uids you can create the directories for your overlay with open permissions, e.g. mkdir -p -m 777 overlay/upper. At runtime files and directories created in the overlay will have the correct uid and gid, but it is not possible to lock down permissions so that the overlay is only writable by certain users.

Directory overlay

A directory overlay is simpler to use than a filesystem image overlay, but a directory of modifications to a base container image cannot be transported or shared as easily as a single overlay file.

Note

For security reasons, you must be root to use a bare directory as an overlay. ext3 file system images can be used as overlays without root privileges.

Create a directory as usual:

$ mkdir my_overlay

The example below shows the directory overlay in action.

$ sudo singularity shell --overlay my_overlay/ ubuntu.sif

Singularity ubuntu.sif:~> mkdir /data

Singularity ubuntu.sif:~> chown user /data

Singularity ubuntu.sif:~> apt-get update && apt-get install -y vim

Singularity ubuntu.sif:~> which vim
/usr/bin/vim

Singularity ubuntu.sif:~> exit

Overlay embedded in SIF

It is possible to embed an overlay image in the SIF file that holds a container. This allows the read-only container image and your modifications to it to be managed as a single file. In order to do this, you must first create a file system image:

$ dd if=/dev/zero of=overlay.img bs=1M count=500 && \
    mkfs.ext3 overlay.img

Then, you can add the overlay to the SIF image using the sif functionality of Singularity.

$ singularity sif add --datatype 4 --partfs 2 --parttype 4 --partarch 2 --groupid 1 ubuntu_latest.sif overlay.img

Below is the explanation what each parameter means, and how it can possibly affect the operation:

  • datatype determines what kind of an object we attach, e.g. a definition file, environment variable, signature.
  • partfs should be set according to the partition type, e.g. SquashFS, ext3, raw.
  • parttype determines the type of partition. In our case it is being set to overlay.
  • partarch must be set to the architecture against you’re building. In this case it’s amd64.
  • groupid is the ID of the container image group. In most cases there’s no more than one group, therefore we can assume it is 1.

All of these options are documented within the CLI help. Access it by running singularity sif add --help.

After you’ve completed the steps above, you can shell into your container with the --writable option.

$ sudo singularity shell --writable ubuntu_latest.sif

Final note

You will find that your changes persist across sessions as though you were using a writable container.

$ singularity shell --overlay my_overlay/ ubuntu.sif

Singularity ubuntu.sif:~> ls -lasd /data
4 drwxr-xr-x 2 user root 4096 Apr  9 10:21 /data

Singularity ubuntu.sif:~> which vim
/usr/bin/vim

Singularity ubuntu.sif:~> exit

If you mount your container without the --overlay directory, your changes will be gone.

$ singularity shell ubuntu.sif

Singularity ubuntu.sif:~> ls /data
ls: cannot access 'data': No such file or directory

Singularity ubuntu.sif:~> which vim

Singularity ubuntu.sif:~> exit

To resize an overlay, standard Linux tools which manipulate ext3 images can be used. For instance, to resize the 500MB file created above to 700MB one could use the e2fsck and resize2fs utilities like so:

$ e2fsck -f my_overlay && \
    resize2fs my_overlay 700M

Hints for creating and manipulating ext3 images on your distribution are readily available online and are not treated further in this manual.