2015-09-16 13:09:10 -04:00
|
|
|
<!--[metadata]>
|
|
|
|
+++
|
|
|
|
title = "AUFS storage driver in practice"
|
|
|
|
description = "Learn how to optimize your use of AUFS driver."
|
|
|
|
keywords = ["container, storage, driver, AUFS "]
|
|
|
|
[menu.main]
|
2016-01-23 23:36:40 -05:00
|
|
|
parent = "engine_driver"
|
2015-09-16 13:09:10 -04:00
|
|
|
+++
|
|
|
|
<![end-metadata]-->
|
|
|
|
|
|
|
|
# Docker and AUFS in practice
|
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
AUFS was the first storage driver in use with Docker. As a result, it has a
|
|
|
|
long and close history with Docker, is very stable, has a lot of real-world
|
|
|
|
deployments, and has strong community support. AUFS has several features that
|
|
|
|
make it a good choice for Docker. These features enable:
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
- Fast container startup times.
|
|
|
|
- Efficient use of storage.
|
|
|
|
- Efficient use of memory.
|
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
Despite its capabilities and long history with Docker, some Linux distributions
|
|
|
|
do not support AUFS. This is usually because AUFS is not included in the
|
|
|
|
mainline (upstream) Linux kernel.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
The following sections examine some AUFS features and how they relate to
|
|
|
|
Docker.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
## Image layering and sharing with AUFS
|
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
AUFS is a *unification filesystem*. This means that it takes multiple
|
|
|
|
directories on a single Linux host, stacks them on top of each other, and
|
|
|
|
provides a single unified view. To achieve this, AUFS uses a *union mount*.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
AUFS stacks multiple directories and exposes them as a unified view through a
|
|
|
|
single mount point. All of the directories in the stack, as well as the union
|
|
|
|
mount point, must all exist on the same Linux host. AUFS refers to each
|
|
|
|
directory that it stacks as a *branch*.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
Within Docker, AUFS union mounts enable image layering. The AUFS storage driver
|
|
|
|
implements Docker image layers using this union mount system. AUFS branches
|
|
|
|
correspond to Docker image layers. The diagram below shows a Docker container
|
|
|
|
based on the `ubuntu:latest` image.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
![](images/aufs_layers.jpg)
|
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
This diagram shows that each image layer, and the container layer, is
|
|
|
|
represented in the Docker hosts filesystem as a directory under
|
|
|
|
`/var/lib/docker/`. The union mount point provides the unified view of all
|
|
|
|
layers. As of Docker 1.10, image layer IDs do not correspond to the names of
|
|
|
|
the directories that contain their data.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
AUFS also supports the copy-on-write technology (CoW). Not all storage drivers
|
|
|
|
do.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
## Container reads and writes with AUFS
|
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
Docker leverages AUFS CoW technology to enable image sharing and minimize the
|
|
|
|
use of disk space. AUFS works at the file level. This means that all AUFS CoW
|
|
|
|
operations copy entire files - even if only a small part of the file is being
|
|
|
|
modified. This behavior can have a noticeable impact on container performance,
|
|
|
|
especially if the files being copied are large, below a lot of image layers,
|
|
|
|
or the CoW operation must search a deep directory tree.
|
|
|
|
|
|
|
|
Consider, for example, an application running in a container needs to add a
|
|
|
|
single new value to a large key-value store (file). If this is the first time
|
|
|
|
the file is modified, it does not yet exist in the container's top writable
|
|
|
|
layer. So, the CoW must *copy up* the file from the underlying image. The AUFS
|
|
|
|
storage driver searches each image layer for the file. The search order is from
|
|
|
|
top to bottom. When it is found, the entire file is *copied up* to the
|
|
|
|
container's top writable layer. From there, it can be opened and modified.
|
|
|
|
|
|
|
|
Larger files obviously take longer to *copy up* than smaller files, and files
|
|
|
|
that exist in lower image layers take longer to locate than those in higher
|
|
|
|
layers. However, a *copy up* operation only occurs once per file on any given
|
|
|
|
container. Subsequent reads and writes happen against the file's copy already
|
|
|
|
*copied-up* to the container's top layer.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
## Deleting files with the AUFS storage driver
|
|
|
|
|
|
|
|
The AUFS storage driver deletes a file from a container by placing a *whiteout
|
|
|
|
file* in the container's top layer. The whiteout file effectively obscures the
|
2016-01-11 12:39:41 -05:00
|
|
|
existence of the file in the read-only image layers below. The simplified
|
2015-09-16 13:09:10 -04:00
|
|
|
diagram below shows a container based on an image with three image layers.
|
|
|
|
|
|
|
|
![](images/aufs_delete.jpg)
|
|
|
|
|
|
|
|
The `file3` was deleted from the container. So, the AUFS storage driver placed
|
|
|
|
a whiteout file in the container's top layer. This whiteout file effectively
|
2016-01-11 12:39:41 -05:00
|
|
|
"deletes" `file3` from the container by obscuring any of the original file's
|
|
|
|
existence in the image's read-only layers. This works the same no matter which
|
|
|
|
of the image's read-only layers the file exists in.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
## Configure Docker with AUFS
|
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
You can only use the AUFS storage driver on Linux systems with AUFS installed.
|
|
|
|
Use the following command to determine if your system supports AUFS.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
$ grep aufs /proc/filesystems
|
|
|
|
nodev aufs
|
2015-09-16 13:09:10 -04:00
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
This output indicates the system supports AUFS. Once you've verified your
|
2015-09-16 13:09:10 -04:00
|
|
|
system supports AUFS, you can must instruct the Docker daemon to use it. You do
|
|
|
|
this from the command line with the `docker daemon` command:
|
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
$ sudo docker daemon --storage-driver=aufs &
|
|
|
|
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
Alternatively, you can edit the Docker config file and add the
|
|
|
|
`--storage-driver=aufs` option to the `DOCKER_OPTS` line.
|
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
# Use DOCKER_OPTS to modify the daemon startup options.
|
|
|
|
DOCKER_OPTS="--storage-driver=aufs"
|
2015-09-16 13:09:10 -04:00
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
Once your daemon is running, verify the storage driver with the `docker info`
|
|
|
|
command.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
$ sudo docker info
|
|
|
|
Containers: 1
|
|
|
|
Images: 4
|
|
|
|
Storage Driver: aufs
|
|
|
|
Root Dir: /var/lib/docker/aufs
|
|
|
|
Backing Filesystem: extfs
|
|
|
|
Dirs: 6
|
|
|
|
Dirperm1 Supported: false
|
|
|
|
Execution Driver: native-0.2
|
|
|
|
...output truncated...
|
2015-09-16 13:09:10 -04:00
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
The output above shows that the Docker daemon is running the AUFS storage
|
|
|
|
driver on top of an existing `ext4` backing filesystem.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
## Local storage and AUFS
|
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
As the `docker daemon` runs with the AUFS driver, the driver stores images and
|
|
|
|
containers within the Docker host's local storage area under
|
|
|
|
`/var/lib/docker/aufs/`.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
### Images
|
|
|
|
|
|
|
|
Image layers and their contents are stored under
|
2016-01-11 12:39:41 -05:00
|
|
|
`/var/lib/docker/aufs/diff/`. With Docker 1.10 and higher, image layer IDs do
|
|
|
|
not correspond to directory names.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
The `/var/lib/docker/aufs/layers/` directory contains metadata about how image
|
|
|
|
layers are stacked. This directory contains one file for every image or
|
2016-01-11 12:39:41 -05:00
|
|
|
container layer on the Docker host (though file names no longer match image
|
|
|
|
layer IDs). Inside each file are the names of the directories that exist below
|
|
|
|
it in the stack
|
2015-09-16 13:09:10 -04:00
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
The command below shows the contents of a metadata file in
|
2016-02-22 21:25:24 -05:00
|
|
|
`/var/lib/docker/aufs/layers/` that lists the three directories that are
|
2016-01-11 12:39:41 -05:00
|
|
|
stacked below it in the union mount. Remember, these directory names do no map
|
|
|
|
to image layer IDs with Docker 1.10 and higher.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
$ cat /var/lib/docker/aufs/layers/91e54dfb11794fad694460162bf0cb0a4fa710cfa3f60979c177d920813e267c
|
|
|
|
d74508fb6632491cea586a1fd7d748dfc5274cd6fdfedee309ecdcbc2bf5cb82
|
|
|
|
c22013c8472965aa5b62559f2b540cd440716ef149756e7b958a1b2aba421e87
|
|
|
|
d3a1f33e8a5a513092f01bb7eb1c2abf4d711e5105390a3fe1ae2248cfde1391
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
The base layer in an image has no image layers below it, so its file is empty.
|
|
|
|
|
|
|
|
### Containers
|
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
Running containers are mounted below `/var/lib/docker/aufs/mnt/<container-id>`.
|
|
|
|
This is where the AUFS union mount point that exposes the container and all
|
|
|
|
underlying image layers as a single unified view exists. If a container is not
|
|
|
|
running, it still has a directory here but it is empty. This is because AUFS
|
|
|
|
only mounts a container when it is running. With Docker 1.10 and higher,
|
|
|
|
container IDs no longer correspond to directory names under
|
|
|
|
`/var/lib/docker/aufs/mnt/<container-id>`.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
Container metadata and various config files that are placed into the running
|
2016-01-11 12:39:41 -05:00
|
|
|
container are stored in `/var/lib/docker/containers/<container-id>`. Files in
|
|
|
|
this directory exist for all containers on the system, including ones that are
|
|
|
|
stopped. However, when a container is running the container's log files are
|
|
|
|
also in this directory.
|
|
|
|
|
|
|
|
A container's thin writable layer is stored in a directory under
|
|
|
|
`/var/lib/docker/aufs/diff/`. With Docker 1.10 and higher, container IDs no
|
|
|
|
longer correspond to directory names. However, the containers thin writable
|
|
|
|
layer still exists under here and is stacked by AUFS as the top writable layer
|
|
|
|
and is where all changes to the container are stored. The directory exists even
|
|
|
|
if the container is stopped. This means that restarting a container will not
|
|
|
|
lose changes made to it. Once a container is deleted, it's thin writable layer
|
|
|
|
in this directory is deleted.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
## AUFS and Docker performance
|
|
|
|
|
|
|
|
To summarize some of the performance related aspects already mentioned:
|
|
|
|
|
2016-01-11 12:39:41 -05:00
|
|
|
- The AUFS storage driver is a good choice for PaaS and other similar use-cases
|
|
|
|
where container density is important. This is because AUFS efficiently shares
|
|
|
|
images between multiple running containers, enabling fast container start times
|
|
|
|
and minimal use of disk space.
|
|
|
|
|
|
|
|
- The underlying mechanics of how AUFS shares files between image layers and
|
|
|
|
containers uses the systems page cache very efficiently.
|
|
|
|
|
|
|
|
- The AUFS storage driver can introduce significant latencies into container
|
|
|
|
write performance. This is because the first time a container writes to any
|
|
|
|
file, the file has be located and copied into the containers top writable
|
|
|
|
layer. These latencies increase and are compounded when these files exist below
|
|
|
|
many image layers and the files themselves are large.
|
|
|
|
|
|
|
|
One final point. Data volumes provide the best and most predictable
|
|
|
|
performance. This is because they bypass the storage driver and do not incur
|
|
|
|
any of the potential overheads introduced by thin provisioning and
|
|
|
|
copy-on-write. For this reason, you may want to place heavy write workloads on
|
|
|
|
data volumes.
|
2015-09-16 13:09:10 -04:00
|
|
|
|
|
|
|
## Related information
|
|
|
|
|
|
|
|
* [Understand images, containers, and storage drivers](imagesandcontainers.md)
|
|
|
|
* [Select a storage driver](selectadriver.md)
|
2015-11-04 14:23:16 -05:00
|
|
|
* [Btrfs storage driver in practice](btrfs-driver.md)
|
2015-09-16 13:09:10 -04:00
|
|
|
* [Device Mapper storage driver in practice](device-mapper-driver.md)
|