7.3 KiB
Cache storage backends
To ensure fast builds, BuildKit automatically caches the build result in its own internal cache. Additionally, BuildKit also supports exporting build cache to an external location, making it possible to import in future builds.
An external cache becomes almost essential in CI/CD build environments. Such environments usually have little-to-no persistence between runs, but it's still important to keep the runtime of image builds as low as possible.
Warning
If you use secrets or credentials inside your build process, ensure you manipulate them using the dedicated
--secret
option. Manually managing secrets usingCOPY
orARG
could result in leaked credentials.
Backends
Buildx supports the following cache storage backends:
-
inline
: embeds the build cache into the image.The inline cache gets pushed to the same location as the main output result. Note that this only works for the
image
exporter. -
registry
: embeds the build cache into a separate image, and pushes to a dedicated location separate from the main output. -
local
: writes the build cache to a local directory on the filesystem. -
gha
: uploads the build cache to GitHub Actions cache (beta). -
s3
: uploads the build cache to an AWS S3 bucket (unreleased). -
azblob
: uploads the build cache to Azure Blob Storage (unreleased).
Command syntax
To use any of the cache backends, you first need to specify it on build with the
--cache-to
option
to export the cache to your storage backend of choice. Then, use the
--cache-from
option
to import the cache from the storage backend into the current build. Unlike the
local BuildKit cache (which is always enabled), all of the cache storage
backends must be explicitly exported to, and explicitly imported from. All cache
exporters except for the inline
cache requires that you
select an alternative Buildx driver.
Example buildx
command using the registry
backend, using import and export
cache:
$ docker buildx build --push -t <registry>/<image> \
--cache-to type=registry,ref=<registry>/<cache-image>[,parameters...] \
--cache-from type=registry,ref=<registry>/<cache-image>[,parameters...] .
Warning
As a general rule, each cache writes to some location. No location can be written to twice, without overwriting the previously cached data. If you want to maintain multiple scoped caches (for example, a cache per Git branch), then ensure that you use different locations for exported cache.
Multiple caches
BuildKit currently only supports a single cache exporter. But you can import from as many remote caches as you like. For example, a common pattern is to use the cache of both the current branch and the main branch. The following example shows importing cache from multiple locations using the registry cache backend:
$ docker buildx build --push -t <registry>/<image> \
--cache-to type=registry,ref=<registry>/<cache-image>:<branch> \
--cache-from type=registry,ref=<registry>/<cache-image>:<branch> \
--cache-from type=registry,ref=<registry>/<cache-image>:main .
Configuration options
This section describes some of the configuration options available when generating cache exports. The options described here are common for at least two or more backend types. Additionally, the different backend types support specific parameters as well. See the detailed page about each backend type for more information about which configuration parameters apply.
The common parameters described here are:
- Cache mode
- Cache compression
- OCI media type
Cache mode
When generating a cache output, the --cache-to
argument accepts a mode
option for defining which layers to include in the exported cache.
Mode can be set to either of two options: mode=min
or mode=max
. For example,
to build the cache with mode=max
with the registry backend:
$ docker buildx build --push -t <registry>/<image> \
--cache-to type=registry,ref=<registry>/<cache-image>,mode=max \
--cache-from type=registry,ref=<registry>/<cache-image> .
This option is only set when exporting a cache, using --cache-to
. When
importing a cache (--cache-from
) the relevant parameters are automatically
detected.
In min
cache mode (the default), only layers that are exported into the
resulting image are cached, while in max
cache mode, all layers are cached,
even those of intermediate steps.
While min
cache is typically smaller (which speeds up import/export times, and
reduces storage costs), max
cache is more likely to get more cache hits.
Depending on the complexity and location of your build, you should experiment
with both parameters to find the results that work best for you.
Cache compression
Since registry
cache image is a separate export artifact from the main build
result, you can specify separate compression parameters for it. These parameters
are similar to the options provided by the image
exporter. While the default
values provide a good out-of-the-box experience, you may wish to tweak the
parameters to optimize for storage vs compute costs.
To select the compression algorithm, you can use the
compression=<uncompressed|gzip|estargz|zstd>
option. For example, to build the
cache with compression=zstd
:
$ docker buildx build --push -t <registry>/<image> \
--cache-to type=registry,ref=<registry>/<cache-image>,compression=zstd \
--cache-from type=registry,ref=<registry>/<cache-image> .
Use the compression-level=<value>
option alongside the compression
parameter
to choose a compression level for the algorithms which support it:
- 0-9 for
gzip
andestargz
- 0-22 for
zstd
As a general rule, the higher the number, the smaller the resulting file will be, and the longer the compression will take to run.
Use the force-compression=true
option to force re-compressing layers imported
from a previous cache, if the requested compression algorithm is different from
the previous compression algorithm.
Note
The
gzip
andestargz
compression methods use thecompress/gzip
package, whilezstd
uses thegithub.com/klauspost/compress/zstd
package.
OCI media types
Like the image
exporter, the registry
cache exporter supports creating
images with Docker media types or with OCI media types. To export OCI media type
cache, use the oci-mediatypes
property:
$ docker buildx build --push -t <registry>/<image> \
--cache-to type=registry,ref=<registry>/<cache-image>,oci-mediatypes=true \
--cache-from type=registry,ref=<registry>/<cache-image> .
This property is only meaningful with the --cache-to
flag. When fetching
cache, BuildKit will auto-detect the correct media types to use.