mirror of
https://github.com/jpetazzo/container.training.git
synced 2026-08-18 03:26:23 +00:00
➕ Merge Buildkit content
This commit is contained in:
@@ -0,0 +1,339 @@
|
||||
# Buildkit
|
||||
|
||||
- "New" backend for Docker builds
|
||||
|
||||
- announced in 2017
|
||||
|
||||
- ships with Docker Engine 18.09
|
||||
|
||||
- enabled by default on Docker Desktop in 2021
|
||||
|
||||
- Huge improvements in build efficiency
|
||||
|
||||
- 100% compatible with existing Dockerfiles
|
||||
|
||||
- New features for multi-arch
|
||||
|
||||
- Not just for building container images
|
||||
|
||||
---
|
||||
|
||||
## Old vs New
|
||||
|
||||
- Classic `docker build`:
|
||||
|
||||
- copy whole build context
|
||||
- linear execution
|
||||
- `docker run` + `docker commit` + `docker run` + `docker commit`...
|
||||
|
||||
- Buildkit:
|
||||
|
||||
- copy files only when they are needed; cache them
|
||||
- compute dependency graph (dependencies are expressed by `COPY`)
|
||||
- parallel execution
|
||||
- doesn't rely on Docker, but on internal runner/snapshotter
|
||||
- can run in "normal" containers (including in Kubernetes pods)
|
||||
|
||||
---
|
||||
|
||||
## Parallel execution
|
||||
|
||||
- In multi-stage builds, all stages can be built in parallel
|
||||
|
||||
(example: https://github.com/jpetazzo/shpod; [before] and [after])
|
||||
|
||||
- Stages are built only when they are necessary
|
||||
|
||||
(i.e. if their output is tagged or used in another necessary stage)
|
||||
|
||||
- Files are copied from context only when needed
|
||||
|
||||
- Files are cached in the builder
|
||||
|
||||
[before]: https://github.com/jpetazzo/shpod/blob/c6efedad6d6c3dc3120dbc0ae0a6915f85862474/Dockerfile
|
||||
[after]: https://github.com/jpetazzo/shpod/blob/d20887bbd56b5fcae2d5d9b0ce06cae8887caabf/Dockerfile
|
||||
|
||||
---
|
||||
|
||||
## Turning it on and off
|
||||
|
||||
- On recent version of Docker Desktop (since 2021):
|
||||
|
||||
*enabled by default*
|
||||
|
||||
- On older versions, or on Docker CE (Linux):
|
||||
|
||||
`export DOCKER_BUILDKIT=1`
|
||||
|
||||
- Turning it off:
|
||||
|
||||
`export DOCKER_BUILDKIT=0`
|
||||
|
||||
---
|
||||
|
||||
## Multi-arch support
|
||||
|
||||
- Historically, Docker only ran on x86_64 / amd64
|
||||
|
||||
(Intel/AMD 64 bits architecture)
|
||||
|
||||
- Folks have been running it on 32-bit ARM for ages
|
||||
|
||||
(e.g. Raspberry Pi)
|
||||
|
||||
- This required a Go compiler and appropriate base images
|
||||
|
||||
(which means changing/adapting Dockerfiles to use these base images)
|
||||
|
||||
- Docker [image manifest v2 schema 2][manifest] introduces multi-arch images
|
||||
|
||||
(`FROM alpine` automatically gets the right image for your architecture)
|
||||
|
||||
[manifest]: https://docs.docker.com/registry/spec/manifest-v2-2/
|
||||
|
||||
---
|
||||
|
||||
## Why?
|
||||
|
||||
- Raspberry Pi (32-bit and 64-bit ARM)
|
||||
|
||||
- Other ARM-based embedded systems (ODROID, NVIDIA Jetson...)
|
||||
|
||||
- Apple M1
|
||||
|
||||
- AWS Graviton
|
||||
|
||||
- Ampere Altra (e.g. on Oracle Cloud)
|
||||
|
||||
- ...
|
||||
|
||||
---
|
||||
|
||||
## Multi-arch builds in a nutshell
|
||||
|
||||
Use the `docker buildx build` command:
|
||||
|
||||
```bash
|
||||
docker buildx build … \
|
||||
--platform linux/amd64,linux/arm64,linux/arm/v7,linux/386 \
|
||||
[--tag jpetazzo/hello --push]
|
||||
```
|
||||
|
||||
- Requires all base images to be available for these platforms
|
||||
|
||||
- Must not use binary downloads with hard-coded architectures!
|
||||
|
||||
(streamlining a Dockerfile for multi-arch: [before], [after])
|
||||
|
||||
[before]: https://github.com/jpetazzo/shpod/blob/d20887bbd56b5fcae2d5d9b0ce06cae8887caabf/Dockerfile
|
||||
[after]: https://github.com/jpetazzo/shpod/blob/c50789e662417b34fea6f5e1d893721d66d265b7/Dockerfile
|
||||
|
||||
---
|
||||
|
||||
## Native vs emulated vs cross
|
||||
|
||||
- Native builds:
|
||||
|
||||
*aarch64 machine running aarch64 programs building aarch64 images/binaries*
|
||||
|
||||
- Emulated builds:
|
||||
|
||||
*x86_64 machine running aarch64 programs building aarch64 images/binaries*
|
||||
|
||||
- Cross builds:
|
||||
|
||||
*x86_64 machine running x86_64 programs building aarch64 images/binaries*
|
||||
|
||||
---
|
||||
|
||||
## Native
|
||||
|
||||
- Dockerfiles are (relatively) simple to write
|
||||
|
||||
(nothing special to do to handle multi-arch; just avoid hard-coded archs)
|
||||
|
||||
- Best performance
|
||||
|
||||
- Requires "exotic" machines
|
||||
|
||||
- Requires setting up a build farm
|
||||
|
||||
---
|
||||
|
||||
## Emulated
|
||||
|
||||
- Dockerfiles are (relatively) simple to write
|
||||
|
||||
- Emulation performance can vary
|
||||
|
||||
(from "OK" to "ouch this is slow")
|
||||
|
||||
- Emulation isn't always perfect
|
||||
|
||||
(weird bugs/crashes are rare but can happen)
|
||||
|
||||
- Doesn't require special machines
|
||||
|
||||
- Supports arbitrary architectures thanks to QEMU
|
||||
|
||||
---
|
||||
|
||||
## Cross
|
||||
|
||||
- Dockerfiles are more complicated to write
|
||||
|
||||
- Requires cross-compilation toolchains
|
||||
|
||||
- Performance is good
|
||||
|
||||
- Doesn't require special machines
|
||||
|
||||
---
|
||||
|
||||
## Native builds
|
||||
|
||||
- Requires base images to be available
|
||||
|
||||
- To view available architectures for an image:
|
||||
```bash
|
||||
regctl manifest get --list <imagename>
|
||||
docker manifest inspect <imagename>
|
||||
```
|
||||
|
||||
- Nothing special to do, *except* when downloading binaries!
|
||||
|
||||
```
|
||||
https://releases.hashicorp.com/terraform/1.1.5/terraform_1.1.5_linux_`amd64`.zip
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Finding the right architecture
|
||||
|
||||
`uname -m` → armv7l, aarch64, i686, x86_64
|
||||
|
||||
`GOARCH` (from `go env`) → arm, arm64, 386, amd64
|
||||
|
||||
In Dockerfile, add `ARG TARGETARCH` (or `ARG TARGETPLATFORM`)
|
||||
|
||||
- `TARGETARCH` matches `GOARCH`
|
||||
|
||||
- `TARGETPLAFORM` → linux/arm/v7, linux/arm64, linux/386, linux/amd64
|
||||
|
||||
---
|
||||
|
||||
class: extra-details
|
||||
|
||||
## Welp
|
||||
|
||||
Sometimes, binary releases be like:
|
||||
|
||||
```
|
||||
Linux_arm64.tar.gz
|
||||
Linux_ppc64le.tar.gz
|
||||
Linux_s390x.tar.gz
|
||||
Linux_x86_64.tar.gz
|
||||
```
|
||||
|
||||
This needs a bit of custom mapping.
|
||||
|
||||
---
|
||||
|
||||
## Emulation
|
||||
|
||||
- Leverages `binfmt_misc` and QEMU on Linux
|
||||
|
||||
- Enabling:
|
||||
```bash
|
||||
docker run --rm --privileged aptman/qus -s -- -p
|
||||
```
|
||||
|
||||
- Disabling:
|
||||
```bash
|
||||
docker run --rm --privileged aptman/qus -- -r
|
||||
```
|
||||
|
||||
- Checking status:
|
||||
```bash
|
||||
ls -l /proc/sys/fs/binfmt_misc
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
class: extra-details
|
||||
|
||||
## How it works
|
||||
|
||||
- `binfmt_misc` lets us register _interpreters_ for binaries, e.g.:
|
||||
|
||||
- [DOSBox][dosbox] for DOS programs
|
||||
|
||||
- [Wine][wine] for Windows programs
|
||||
|
||||
- [QEMU][qemu] for Linux programs for other architectures
|
||||
|
||||
- When we try to execute e.g. a SPARC binary on our x86_64 machine:
|
||||
|
||||
- `binfmt_misc` detects the binary format and invokes `qemu-<arch> the-binary ...`
|
||||
|
||||
- QEMU translates SPARC instructions to x86_64 instructions
|
||||
|
||||
- system calls go straight to the kernel
|
||||
|
||||
[dosbox]: https://www.dosbox.com/
|
||||
[QEMU]: https://www.qemu.org/
|
||||
[wine]: https://www.winehq.org/
|
||||
|
||||
---
|
||||
|
||||
class: extra-details
|
||||
|
||||
## QEMU registration
|
||||
|
||||
- The `aptman/qus` image mentioned earlier contains static QEMU builds
|
||||
|
||||
- It registers all these interpreters with the kernel
|
||||
|
||||
- For more details, check:
|
||||
|
||||
- https://github.com/dbhi/qus
|
||||
|
||||
- https://dbhi.github.io/qus/
|
||||
|
||||
---
|
||||
|
||||
## Cross-compilation
|
||||
|
||||
- Cross-compilation is about 10x faster than emulation
|
||||
|
||||
(non-scientific benchmarks!)
|
||||
|
||||
- In Dockerfile, add:
|
||||
|
||||
`ARG BUILDARCH BUILDPLATFORM TARGETARCH TARGETPLATFORM`
|
||||
|
||||
- Can use `FROM --platform=$BUILDPLATFORM <image>`
|
||||
|
||||
- Then use `$TARGETARCH` or `$TARGETPLATFORM`
|
||||
|
||||
(e.g. for Go, `export GOARCH=$TARGETARCH`)
|
||||
|
||||
- Check [tonistiigi/xx][xx] and [Toni's blog][toni] for some amazing cross tools!
|
||||
|
||||
[xx]: https://github.com/tonistiigi/xx
|
||||
[toni]: https://medium.com/@tonistiigi/faster-multi-platform-builds-dockerfile-cross-compilation-guide-part-1-ec087c719eaf
|
||||
|
||||
---
|
||||
|
||||
## More than builds
|
||||
|
||||
- Buildkit is also used in other systems:
|
||||
|
||||
- [Earthly] - generic repeatable build pipelines
|
||||
|
||||
- [Dagger] - CICD pipelines that run anywhere
|
||||
|
||||
- and more!
|
||||
|
||||
[Earthly]: https://earthly.dev/
|
||||
[Dagger]: https://dagger.io/
|
||||
@@ -56,6 +56,7 @@ content:
|
||||
- containers/Exercise_Dockerfile_Advanced.md
|
||||
#- containers/Docker_Machine.md
|
||||
#- containers/Advanced_Dockerfiles.md
|
||||
#- containers/Buildkit.md
|
||||
#- containers/Init_Systems.md
|
||||
#- containers/Application_Configuration.md
|
||||
#- containers/Logging.md
|
||||
|
||||
@@ -56,6 +56,7 @@ content:
|
||||
- containers/Exercise_Composefile.md
|
||||
- containers/Docker_Machine.md
|
||||
- - containers/Advanced_Dockerfiles.md
|
||||
- containers/Buildkit.md
|
||||
- containers/Init_Systems.md
|
||||
- containers/Application_Configuration.md
|
||||
- containers/Logging.md
|
||||
|
||||
@@ -62,6 +62,7 @@ content:
|
||||
- containers/Container_Engines.md
|
||||
- containers/Init_Systems.md
|
||||
- containers/Advanced_Dockerfiles.md
|
||||
- containers/Buildkit.md
|
||||
-
|
||||
- containers/Application_Configuration.md
|
||||
- containers/Logging.md
|
||||
|
||||
Reference in New Issue
Block a user