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Tibor Vass, Docker
Akihiro Suda, NTT
Akihiro Suda, NTT
Distributed Builds on Kubernetes
with BuildKit and Docker BuildX
1
Why build images on Kube?
2
Two kinds of motivation
1. CI/CD
2. Developer Experience
About us
3
Why build images on Kube?
3
BK Pod
BK Pod
BK Pod
Some
Pod
Some
webhook
1. CI/CD
About us
4
Why build images on Kube?
4poor CPU, RAM, Wi-FI, battery
2. Developer Experience
BK Pod
BK Pod
BK Pod
Some
Pod
Some
webhook
1. CI/CD
4
About us
5
Why build images on Kube?
5poor CPU, RAM, Wi-FI, battery
2. Developer Experience
BK Pod
BK Pod
BK Pod
Some
Pod
Some
webhook
1. CI/CD
5
BuildX
Kubernetes driver for BuildX
6
$ docker buildx create 
--driver kubernetes 
--driver-opt replicas=3 
--use
$ docker buildx build -t foo --load .
Set up BuildKit cluster
on Kube automatically
No YAML mess
No TLS certificate mess
Kubernetes driver for BuildX
7
$ docker buildx create
--driver kubernetes 
--driver-opt replicas=3 
--use
$ docker buildx build -t foo --load .
Same user experience
as legacy docker build
But specify --load to load
the result to local Docker
(or --push to push)
Rootless mode
8
• You don’t want to run privileged pods? Don’t
worry
• BuildKit pods can be executed as a non-root user
(UID 1000) without securityContext.privileged
− Protect the host from potential BuildKit vulns
− Friendly to PSP-restricted clusters
− Fake root is emulated for Dockerfile RUNs
docker buildx create … --driver-opt rootless=true
About us
9
Demo
Caching
10
• Cache can be pushed to a registry as well as image
BK Pod
BK Pod
BK Pod
BuildX Registry
Request Cache
Caching
11
• Cache can be pushed to a registry as well as image
BK Pod
BK Pod
BK Pod
BuildX Registry
CacheRequest
Caching
12
• But remote cache might be slow compared to
the BuildKit daemons’ local cache
(/var/lib/buildkit in each of the Pods)
• Example:
− No cache: 2m50s
− Remote cache: 36s
− Daemon-local cache: 0.5s
Caching
13
Sticky mode allows
sticking a build request
to a specific Pod based
on the Dockerfile path
• Always hit cache
• But non-optimal LB
buildkitd-1
buildkitd-0
buildkitd-2
foo/Dockerfile
bar/Dockerfile
baz/Dockerfile
--driver-opt loadbalance=(sticky|random)
Circular hashing space
Parallelism
14
• Multiple Dockerfiles:
built in parallel using multiple nodes
• Multiple stages in a single Dockerfile:
built in parallel using a single node
− Future work: scatter stages across multiple
nodes in parallel
About us
15
github.com/docker/buildx

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Build Docker images on Kubernetes with BuildKit and Docker BuildX

  • 1. Tibor Vass, Docker Akihiro Suda, NTT Akihiro Suda, NTT Distributed Builds on Kubernetes with BuildKit and Docker BuildX 1
  • 2. Why build images on Kube? 2 Two kinds of motivation 1. CI/CD 2. Developer Experience
  • 3. About us 3 Why build images on Kube? 3 BK Pod BK Pod BK Pod Some Pod Some webhook 1. CI/CD
  • 4. About us 4 Why build images on Kube? 4poor CPU, RAM, Wi-FI, battery 2. Developer Experience BK Pod BK Pod BK Pod Some Pod Some webhook 1. CI/CD 4
  • 5. About us 5 Why build images on Kube? 5poor CPU, RAM, Wi-FI, battery 2. Developer Experience BK Pod BK Pod BK Pod Some Pod Some webhook 1. CI/CD 5 BuildX
  • 6. Kubernetes driver for BuildX 6 $ docker buildx create --driver kubernetes --driver-opt replicas=3 --use $ docker buildx build -t foo --load . Set up BuildKit cluster on Kube automatically No YAML mess No TLS certificate mess
  • 7. Kubernetes driver for BuildX 7 $ docker buildx create --driver kubernetes --driver-opt replicas=3 --use $ docker buildx build -t foo --load . Same user experience as legacy docker build But specify --load to load the result to local Docker (or --push to push)
  • 8. Rootless mode 8 • You don’t want to run privileged pods? Don’t worry • BuildKit pods can be executed as a non-root user (UID 1000) without securityContext.privileged − Protect the host from potential BuildKit vulns − Friendly to PSP-restricted clusters − Fake root is emulated for Dockerfile RUNs docker buildx create … --driver-opt rootless=true
  • 10. Caching 10 • Cache can be pushed to a registry as well as image BK Pod BK Pod BK Pod BuildX Registry Request Cache
  • 11. Caching 11 • Cache can be pushed to a registry as well as image BK Pod BK Pod BK Pod BuildX Registry CacheRequest
  • 12. Caching 12 • But remote cache might be slow compared to the BuildKit daemons’ local cache (/var/lib/buildkit in each of the Pods) • Example: − No cache: 2m50s − Remote cache: 36s − Daemon-local cache: 0.5s
  • 13. Caching 13 Sticky mode allows sticking a build request to a specific Pod based on the Dockerfile path • Always hit cache • But non-optimal LB buildkitd-1 buildkitd-0 buildkitd-2 foo/Dockerfile bar/Dockerfile baz/Dockerfile --driver-opt loadbalance=(sticky|random) Circular hashing space
  • 14. Parallelism 14 • Multiple Dockerfiles: built in parallel using multiple nodes • Multiple stages in a single Dockerfile: built in parallel using a single node − Future work: scatter stages across multiple nodes in parallel