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Michael Crosby
Engineer, Docker Inc.
Docker Platform Internals
containerd and BuildKit
Tonis Tiigi
Engineer, Docker Inc.
● Container runtime for platform builders
● Scoped to a local node
● Stable GRPC API
● Native Kube support in 1.1 via CRI
containerd
containerd smart client
● Responsibilities split between client and server
○ Image fetch vs image storage
○ i/o creation and redirection
○ Snapshot creation vs snapshot unpacking
What is a smart client?
Why build a smart client?
● Single daemon and API regardless of consumer
● Innovation kept at platform level
● Runtime kept boring and stable
One daemon to rule them all...
What do you get?
● Multi Tenancy
○ Containerd namespaces
What do you get?
Namespaces
● Direct I/O access
What do you get?
I/O
● Containers as types
What do you get?
Containers as types
● youtube-dl (mp4) | ffmpeg > audio.mp3
● No I/O Copy
https://github.com/crosbymichael/pipelines-dockercon
Pipelines
Pipelines
https://github.com/containerd/containerd
Get Involved
buildkit
BuildKit
New open source
builder toolkit
Fast, safe, extensible
BuildKit
Replacing builder backend
in Docker daemon
Experimental opt-in
feature in v18.06
BuildKit
Used by
Moby / Docker CE - experimental support in v18.06
genuinetools/img (Jessie Frazelle)
OpenFaas Cloud (Alex Ellis)
containerbuilding/cbi (Akihiro Suda)
BuildKit Features
No side-effects
Quality, performance, extensibility
Parallel requests support
Concurrent solver
Easy storage management (GC)
Custom language support
Custom Dockerfile features
Incremental build context sending
Persistent cache checksums
Secure git cache roots
HTTP dependency caching
Multiple inputs/outputs
Nested invocations
Multi-format export
OpenTracing support
Signable image manifests
Automatic build context detection
Remote build cache
Skip unused stages
Per-host registry authentication
BuildKit
Performance example
Based on github.com/moby/moby Dockerfile, master branch. Smaller is better.
BuildKit
Performance example
Based on github.com/moby/moby Dockerfile, master branch. Smaller is better.
Time for full build from empty state
2.0x
faster
Measured on DO 4vcpu droplet
BuildKit
Performance example
Based on github.com/moby/moby Dockerfile, master branch. Smaller is better.
Repeated build with matching cache
7.2x
faster
Measured on DO 4vcpu droplet
BuildKit
Performance example
Based on github.com/moby/moby Dockerfile, master branch. Smaller is better.
Repeated build with new source code
2.5x
faster
Measured on DO 4vcpu droplet
BuildKit
Performance example
Based on github.com/moby/moby Dockerfile, master branch. Smaller is better.
Fresh build with --cache-from from remote source
9.1x
faster
Measured on DO 4vcpu droplet
BuildKit
Embedding or using directly
Usable as a library,
as a standalone daemon or with containerd
BuildKit
buildkitd & buildctl
BuildKit
buildkitd & buildctl
gRPC API
Go client library
rootless execution
OpenTracing
multi-worker model
BuildKit
buildkitd & buildctl
gRPC API
Go client library
rootless execution
OpenTracing
multi-worker model
llb.Image("alpine:latest").
AddEnv("FOO", "BAR").
Dir("/dir").
Run(llb.Shlex("ls -l"), llb.AddEnv("key", "val"))
r := Run(llb.Shlex("..."))
r.AddMount("/alpine", llb.Image("alpine:latest"), llb.Reado
BuildKit
buildkitd & buildctl
gRPC API
Go client library
rootless execution
OpenTracing
multi-worker model
BuildKit
buildkitd & buildctl
gRPC API
Go client library
rootless execution
OpenTracing
multi-worker model
BuildKit
buildkitd & buildctl
gRPC API
Go client library
rootless execution
OpenTracing
multi-worker model
containerd
worker
oci worker
buildkitd
BuildKit
Architecture
Architecture
Completely new design
LLB: Low-level intermediate build format
Side-effect free
Architecture
LLB Format
Describes a real dependency graph
Intermediate machine generated format
Content addressable protobuf
Unlimited inputs and outputs per vertex
Architecture
LLB Solver
Find most optimal execution path
Build up cache for repeated invocations
- based on secure root node checksums
- checksums by definition and content
- smart remote registry cache sources
Supports nested invocation
LLB Solver
Built to scale
https://github.com/tonistiigi/llb-gobuild
Architecture
LLB Authoring
Go client library
https://godoc.org/github.com/moby/buildkit/client/llb
llb.Image("alpine:latest").
AddEnv("FOO", "BAR").
Dir("/dir").
Run(llb.Shlex("ls -l"), llb.AddEnv("key", "val"))
r := Run(llb.Shlex("..."))
r.AddMount("/alpine", llb.Image("alpine:latest"), llb.Readonly)
BuildKit
Frontends
Convert any definition into LLB
Distributable as container images
Example: Dockerfile
Anyone can create a new frontend
Doesn’t need to be anything like Dockerfile
BuildKit
Dockerfile frontend
Automatically picks up all LLB concurrency/cache features
Fully compatible with current Docker
New: stages build in parallel
New: unused stages skipped
New: incremental build context updates
New: detecting context paths used by ADD/COPY
New: syntax directive
BuildKit
Dockerfile experimental features
Problem: Very hard to add new features
All changes are forever
Requires daemon upgrade
Breaks users / CI that have not updated
Solution: Load updates from images using frontends feature
BuildKit
Dockerfile syntax directive
- If present the remote frontend is used instead
- User can choose to rely on experimental features
… or use channel that is backwards compatible
- Everyone automatically gets the correct version
- Easy to develop because of limited scope
# syntax = registry/user/repo:tag
Dockerfile syntax directive
Example: RUN --mount
Access files directly from build
context or between the stages
Persistent special cache mounts
allow application specific caching.
BuildKit
DEMO
BuildKit in Docker
RUN --mount
33.1x
10.6x
8.1x
Dockerfile syntax directive
Example: RUN --mount
moby/buildkit Dockerfile: time to binary rebuild after code change
slower
slower
slower
Measured on DO 4vcpu droplet
BuildKit
Get involved
Try Docker CE v18.06 and provide feedback
- export DOCKER_BUILDKIT=1
- Release later this month
https://github.com/moby/buildkit
#buildkit Docker community slack
Thanks! Questions?

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