Understanding Container Image Layers

Understanding Container Image Layers

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Published: January 27, 2024 Reading Time: 9 min


Containers are pretty amazing. They allow simple processes to act like virtual machines. Underneath this elegance is a set of patterns and practices that ultimately makes everything work. At the root of the design is layers. Layers are the fundamental way of storing and distributing the contents of a containerized file system. The design is both surprisingly simple and at the same time very powerful. In today’s post, I’ll explain what layers are and how they work conceptually.

Building layered images

When you create an image, you typically use a Dockerfile to define the contents of the container. It contains a series of commands, such as:

1FROM scratch
2RUN echo "hello" > /work/message.txt
3COPY content.txt /work/content.txt
4RUN rm -rf /work/message.txt

Under the covers, the container engine will execute these commands in order, creating a “layer” for each. But what is really happening? It’s easiest to think of each layer as a directory that holds all of the modified files.

Let’s step through an example of a possible implementation approach.

  1. FROM scratch indicates that this container is starting with no contents. This is the first layer, and it could be represented by an empty directory, /img/layer1.
  2. Create a second directory, /img/layer2 and copy everything from /img/layer1 into it. Then, execute the next command from the Dockerfile (which writes a file to /work/message.txt). Those contents are written to /img/layer2/work/message.txt. This is the second layer.
  3. Create a third directory, /img/layer3 copying everything from img/layer2 into it. The next Dockerfile command requires copying content.txt from the host to that directory. That file is written to /img/layer3/work/content.txt. This is the third layer.
  4. Finally, create a fourth directory, /img/layer4 copying everything from img/layer3 into it. The next command deletes the message file, img/layer4/work/message.txt. This is the fourth layer.

To share these layers, the easiest approach is to create a compressed .tar.gz for each directory. To reduce the total file size, any files that are unmodified copies of data from a previous layer would be removed. To make it clear when a file was deleted, a “whiteout file” could be used as a placeholder. The file would simply prefix .wh. to the original filename. For example, the fourth layer would replace the deleted file with a placeholder named .wh.message.txt. When a layer is unpacked, any files that start with .wh. can be deleted.

Continuing our example, the compressed files would contain:

File Contents
layer1.tar.gz Empty file
layer2.tar.gz Contains /work/message.txt
layer3.tar.gz Contains /work/content.txt (since message.txt was not modified)
layer4.tar.gz Contains /work/.wh.message.txt (since message.txt was deleted).
The file content.txt was not modified, so it is not included.

Building lots of images this way would result in lots of “layer1” directories. To make sure the name is unique, the compressed file is named based on a digest of the contents. This is similar to how Git works. It has the benefit of identifying identical content while identifying any corruption of the files while downloading. If the digest of the contents does not match the file name, the file is corrupt.

To make the results reproducible, one more thing is required — a file that explains how to order the layers (a manifest). The manifest would identify which files to be downloaded the order for unpacking them. This enables recreating the directory structures. It also provides an important benefit: layers can be reused and shared between images. This minimizes the local storage requirements.

In practice, there are more optimizations available. For example, FROM scratch really means there is no parent layer, so our example really starts with the contents of layer2. The engine can also look at the files used in the build to determine whether or not a layer needs to be recreated. This is the basis for layer caching, which minimizes the need to build or recreate layers. As an additional optimizing, layers that don’t depend on the previous layer can use COPY --link to indicate that the layer won’t need to delete or modify any files from the previous layer. This allows the compressed layer file to be created in parallel to the other steps.

Snapshots

Before a container can run, it needs a file system to mount. In essence, it needs a directory with all of the files that need to be available. The compressed layer files contain the components of the file system, but they can’t be directly mounted and used. Instead, they need to be unpacked and organized into a file system. This unpacked directory is called a snapshot (well, it’s one of a few things with that name 😄).

The process of creating a snapshot is the opposite of image building. It starts by downloading the manifest and building a list of layers to download. For each layer, a directory is created with the contents of the layer’s parent. This directory is called the active snapshot. Next, a diff applier is responsible for unpacking the compressed layer file and applying the changes to the active snapshot. The resulting directory is then called a committed snapshot. The final committed snapshot is the one that is mounted as the container’s file system.

Using our earlier example:

  1. The initial layer, FROM scratch, means that we can start with the next layer and an empty directory. There is no parent.
  2. A directory for layer2 is created. This empty directory is now an active snapshot. The file layer2.tar.gz is downloaded, validated (by comparing the digest to the file name), and unpacked into the directory. The result is a directory containing /work/message.txt. This is the first committed snapshot.
  3. A directory for layer3 is created, and the contents of layer2 are copied into it. This is a new active snapshot. The file layer3.tar.gz is downloaded, validated, and unpacked. The result is a directory containing /work/message.txt and /work/content.txt. This is now the second committed snapshot.
  4. A directory for layer4 is created, and the contents of layer3 are copied into it. The file layer4.tar.gz is downloaded, validated, and unpacked. The diff applier recognizes the whiteout file, /work/.wh.message.txt, and deletes /work/message.txt. This leaves just /work/content.txt. This is the third committed snapshot.
  5. Since layer4 was the last layer, it is the basis for a container. To enable it to support read and write operations, a new snapshot directory is created and the contents of layer4 are copied into it. This directory is mounted as the container’s file system. Any changes made by the running container will happen in this directory.

If any of those directories already exist, it indicates that another image had the same dependency. As a result, the engine can skip the download and diff applier. It can use the layer as-is. In practice, each of these directories and files is named based on the digest of the contents to make that easier to identify. For example, a set of snapshots might look like this:

1/var/path/to/snapshots/blobs
2└─ sha256
3   ├─ 635944d2044d0a54d01385271ebe96ec18b26791eb8b85790974da36a452cc5c
4   ├─ 9de59f6b211510bd59d745a5e49d7aa0db263deedc822005ed388f8d55227fc1
5   ├─ fb0624e7b7cb9c912f952dd30833fb2fe1109ffdbcc80d995781f47bd1b4017f
6   └─ fb124ec4f943662ecf7aac45a43b096d316f1a6833548ec802226c7b406154e9

or alternatively:

Image Parent
sha256:635944d2044d0a54d01385271ebe96ec18b26791eb8b85790974da36a452cc5c
sha256:9de59f6b211510bd59d745a5e49d7aa0db263deedc822005ed388f8d55227fc1 sha256:635944d2044d0a54d01385271ebe96ec18b26791eb8b85790974da36a452cc5c
sha256:fb0624e7b7cb9c912f952dd30833fb2fe1109ffdbcc80d995781f47bd1b4017f sha256:9de59f6b211510bd59d745a5e49d7aa0db263deedc822005ed388f8d55227fc1
sha256:fb124ec4f943662ecf7aac45a43b096d316f1a6833548ec802226c7b406154e9 sha256:fb0624e7b7cb9c912f952dd30833fb2fe1109ffdbcc80d995781f47bd1b4017f

The actual snapshot system supports plugins that can improve some of these behaviors. For example, it can allow the snapshots to be pre-composed and unpacked, speeding up the process. This allows the snapshots to be stored remotely. It also allows for special optimizations, such as just-in-time downloading of the needed files and layers.

Overlays

While it’s easy to mount, the snapshot approach we just described creates a lot of file churn and lots of duplicate files. This slows down the process of starting a container the first time and wastes space. Thankfully, this is one of many aspects of the containerization process that can be handled by the file system. Linux natively supports mounting directories as overlays, implementing most of the process for us.

In Linux (or a Linux container running as --privileged or with --cap-add=SYS_ADMIN):

  1. Create a tmpfs mount (memory-based file system that will be used to explore the overlay process)

    1mkdir /tmp/overlay
    2mount -t tmpfs tmpfs /tmp/overlay
  2. Create directories for our process. We’ll use lower for the lower (parent) layer, upper for the upper (child) layer, work as a working directory for the file system, and merged to contain the merged file system.

    1mkdir /tmp/overlay/{lower,upper,work,merged}
  3. Create some files for the experiment. Optionally, you can add files in upper as well.

    1cd /tmp/overlay
    2echo hello > lower/hello.txt
    3echo "I'm only here for a moment" > lower/delete-me.txt
    4echo message > upper/upper-message.txt
  4. Mount these directories as an overlay type file system. This will create a new file system in the merged directory that contains the combined contents of the lower and upper directory. The work directory will be used to track changes to the file system.

    1mount -t overlay overlay -o lowerdir=lower,upperdir=upper,workdir=work merged
  5. Explore the file system. You’ll notice that merged contains the combined contents of upper and lower. Then, make some changes:

    1rm -rf merged/delete-me.txt
    2echo "I'm new" > merged/new.txt
    3echo world >> merged/hello.txt
  6. As expected, delete-me.txt is removed from merged and a new file, new.txt is created in the same directory. If you tree the directories, you’ll see something interesting:

       |-- lower
       |   |-- delete-me.txt
       |   `-- hello.txt
       |-- merged
       |   |-- hello.txt
       |   |-- new.txt
       |   `-- upper-message.txt
       |-- upper
       |   |-- delete-me.txt
       |   |-- hello.txt
       |   |-- new.txt
       |   `-- upper-message.txt

    And running ls -l upper shows

    1total 12
    2c--------- 2 root root 0, 0 Jan 20 00:17 delete-me.txt
    3-rw-r--r-- 1 root root   12 Jan 20 00:20 hello.txt
    4-rw-r--r-- 1 root root    8 Jan 20 00:17 new.txt
    5-rw-r--r-- 1 root root    8 Jan 20 00:17 upper-message.txt

While merged shows the effects of our changes, upper (as the parent layer) stores the changes similar to the example in our manual process. It contains the new file, new.txt and the modified hello.txt. It has also created a whiteout file. For the overlay filesystem, this involves replacing the file with a character device (and a 0, 0 device number). In short, it has everything we need to be able to package up the directories!

You can see how this approach could also be used to implement a snapshot system. The mount command can natively take a colon (:) delimited list of lowerdir paths, all of which are unioned together into a single file system. This is part of the nature of modern containers – the containers are composed using native operating system features.

That’s really all there is to creating a basic system. In fact, the containerd runtime used by Kubernetes (and the recently release Docker Desktop 4.27.0) uses a similar approach to build and manage its images (with the deeper details covered in Content Flow). Hope this has helped to demystify the way container images work!


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