691 lines
		
	
	
		
			21 KiB
		
	
	
	
		
			Markdown
		
	
	
	
	
	
			
		
		
	
	
			691 lines
		
	
	
		
			21 KiB
		
	
	
	
		
			Markdown
		
	
	
	
	
	
[](https://github.com/docker/build-push-action/releases/latest)
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[](https://github.com/marketplace/actions/build-and-push-docker-images)
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[](https://github.com/docker/build-push-action/actions?workflow=ci)
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[](https://github.com/docker/build-push-action/actions?workflow=test)
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[](https://codecov.io/gh/docker/build-push-action)
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## Upgrade from v1
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`v2` of this action includes significant updates and now uses Docker [Buildx](https://github.com/docker/buildx). It
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works with 3 new actions ([login](https://github.com/docker/login-action), [setup-buildx](https://github.com/docker/setup-buildx-action)
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and [setup-qemu](https://github.com/docker/setup-qemu-action)) that we have created. It's also rewritten as a
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[typescript-action](https://github.com/actions/typescript-action/) to be as closed as possible of the
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[GitHub Runner](https://github.com/actions/virtual-environments) during its execution.
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[Upgrade notes](UPGRADE.md) and many [usage examples](#usage) have been added to handle most use cases but `v1` is
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still available through [`releases/v1` branch](https://github.com/docker/build-push-action/tree/releases/v1).
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## About
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GitHub Action to build and push Docker images with [Buildx](https://github.com/docker/buildx).
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> :bulb: See also:
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> * [login](https://github.com/docker/login-action) action
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> * [setup-buildx](https://github.com/docker/setup-buildx-action) action
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> * [setup-qemu](https://github.com/docker/setup-qemu-action) action
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___
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* [Usage](#usage)
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  * [Git context](#git-context)
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  * [Path context](#path-context)
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  * [Isolated builders](#isolated-builders)
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  * [Multi-platform image](#multi-platform-image)
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* [Advanced usage](#advanced-usage)
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  * [Push to multi-registries](#push-to-multi-registries)
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  * [Cache to registry](#push-to-multi-registries)
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  * [Local registry](#local-registry)
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  * [Export image to Docker](#export-image-to-docker)
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  * [Leverage GitHub cache](#leverage-github-cache)
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  * [Handle tags and labels](#handle-tags-and-labels)
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  * [Update DockerHub repo description](#update-dockerhub-repo-description)
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* [Customizing](#customizing)
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  * [inputs](#inputs)
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  * [outputs](#outputs)
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* [Notes](#notes)
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  * [Multi-line secret value](#multi-line-secret-value)
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* [Troubleshooting](#troubleshooting)
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* [Keep up-to-date with GitHub Dependabot](#keep-up-to-date-with-github-dependabot)
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* [Limitation](#limitation)
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## Usage
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This action uses our [setup-buildx](https://github.com/docker/setup-buildx-action) action that extends the
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`docker build` command named [buildx](https://github.com/docker/buildx) with the full support of the features
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provided by [Moby BuildKit](https://github.com/moby/buildkit) builder toolkit. This includes multi-arch build,
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build-secrets, remote cache, etc. and different builder deployment/namespacing options.
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### Git context
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The default behavior of this action is to use the Git context invoked by your workflow.
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(eg. `https://github.com/<owner>/<repo>.git#<ref>`)
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```yaml
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name: ci
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on:
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  push:
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    branches: master
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jobs:
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  main:
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    runs-on: ubuntu-latest
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    steps:
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      -
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        name: Set up QEMU
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        uses: docker/setup-qemu-action@v1
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      -
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        name: Set up Docker Buildx
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        uses: docker/setup-buildx-action@v1
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      -
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        name: Login to DockerHub
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        uses: docker/login-action@v1 
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        with:
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          username: ${{ secrets.DOCKERHUB_USERNAME }}
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          password: ${{ secrets.DOCKERHUB_TOKEN }}
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      -
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        name: Build and push
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        id: docker_build
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        uses: docker/build-push-action@v2
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        with:
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          push: true
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          tags: user/app:latest
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          build-args: |
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            arg1=value1
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            arg2=value2
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      -
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        name: Image digest
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        run: echo ${{ steps.docker_build.outputs.digest }}
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```
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Building from current repository automatically uses the [GitHub Token](https://help.github.com/en/actions/configuring-and-managing-workflows/authenticating-with-the-github_token)
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as provided by `secrets` so it does not need to be passed. But if you want to authenticate against another private
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repository, you have to use a secret named `GIT_AUTH_TOKEN` to be able to authenticate against it with buildx:
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```yaml
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      -
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        name: Build and push
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        id: docker_build
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        uses: docker/build-push-action@v2
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        with:
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          push: true
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          tags: user/app:latest
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          secrets: |
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            GIT_AUTH_TOKEN=${{ secrets.MYTOKEN }}
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```
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> :warning: Subdir for Git context is not yet supported ([moby/buildkit#1684](https://github.com/moby/buildkit/issues/1684))
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> but you can use the [path context](#path-context) in the meantime.
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> More info: https://docs.docker.com/engine/reference/commandline/build/#git-repositories
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### Path context
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You can also use the `PATH` context alongside the [`actions/checkout`](https://github.com/actions/checkout/) action.
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```yaml
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name: ci
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on:
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  push:
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    branches: master
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jobs:
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  path-context:
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    runs-on: ubuntu-latest
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    steps:
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      -
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        name: Checkout
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        uses: actions/checkout@v2
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      -
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        name: Set up QEMU
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        uses: docker/setup-qemu-action@v1
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      -
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        name: Set up Docker Buildx
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        uses: docker/setup-buildx-action@v1
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      -
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        name: Login to DockerHub
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        uses: docker/login-action@v1
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        with:
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          username: ${{ secrets.DOCKERHUB_USERNAME }}
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          password: ${{ secrets.DOCKERHUB_TOKEN }}
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      -
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        name: Build and push
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        uses: docker/build-push-action@v2
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        with:
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          context: .
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          file: ./Dockerfile
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          platforms: linux/amd64,linux/arm64,linux/386
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          push: true
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          tags: user/app:latest
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```
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### Isolated builders
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```yaml
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name: ci
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on:
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  push:
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    branches: master
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jobs:
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  multi-builders:
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    runs-on: ubuntu-latest
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    steps:
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      -
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        uses: docker/setup-buildx-action@v1
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        id: builder1
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      -
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        uses: docker/setup-buildx-action@v1
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        id: builder2
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      -
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        name: Builder 1 name
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        run: echo ${{ steps.builder1.outputs.name }}
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      -
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        name: Builder 2 name
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        run: echo ${{ steps.builder2.outputs.name }}
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      -
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        name: Build against builder1
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        uses: docker/build-push-action@v2
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        with:
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          builder: ${{ steps.builder1.outputs.name }}
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          target: mytarget1
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      -
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        name: Build against builder2
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        uses: docker/build-push-action@v2
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        with:
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          builder: ${{ steps.builder2.outputs.name }}
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          target: mytarget2
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```
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### Multi-platform image
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```yaml
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name: ci
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on:
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  push:
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    branches: master
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jobs:
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  multi:
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    runs-on: ubuntu-latest
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    steps:
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      -
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        name: Checkout
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        uses: actions/checkout@v2
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      -
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        name: Set up QEMU
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        uses: docker/setup-qemu-action@v1
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      -
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        name: Set up Docker Buildx
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        uses: docker/setup-buildx-action@v1
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      -
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        name: Login to DockerHub
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        uses: docker/login-action@v1 
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        with:
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          username: ${{ secrets.DOCKERHUB_USERNAME }}
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          password: ${{ secrets.DOCKERHUB_TOKEN }}
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      -
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        name: Build and push
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        uses: docker/build-push-action@v2
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        with:
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          context: .
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          file: ./Dockerfile
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          platforms: linux/386,linux/amd64,linux/arm/v6,linux/arm/v7,linux/arm64,linux/ppc64le,linux/s390x
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          push: true
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          tags: |
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            user/app:latest
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            user/app:1.0.0
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```
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## Advanced usage
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### Push to multi-registries
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The following workflow will connect you to [DockerHub](https://github.com/docker/login-action#dockerhub)
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and [GitHub Container Registry](https://github.com/docker/login-action#github-container-registry) and push the
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image to these registries.
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<details>
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  <summary><b>Show workflow</b></summary>
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  ```yaml
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  name: ci
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  on:
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    push:
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      branches: master
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  jobs:
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    multi-registries:
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      runs-on: ubuntu-latest
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      steps:
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        -
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          name: Checkout
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          uses: actions/checkout@v2
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        -
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          name: Set up QEMU
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          uses: docker/setup-qemu-action@v1
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        -
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          name: Set up Docker Buildx
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          uses: docker/setup-buildx-action@v1
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        -
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          name: Login to DockerHub
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          uses: docker/login-action@v1 
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          with:
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            username: ${{ secrets.DOCKERHUB_USERNAME }}
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            password: ${{ secrets.DOCKERHUB_TOKEN }}
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        -
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          name: Login to GitHub Container Registry
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          uses: docker/login-action@v1 
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          with:
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            registry: ghcr.io
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            username: ${{ github.repository_owner }}
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            password: ${{ secrets.CR_PAT }}
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        -
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          name: Build and push
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          uses: docker/build-push-action@v2
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          with:
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            context: .
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            file: ./Dockerfile
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            platforms: linux/386,linux/amd64,linux/arm/v6,linux/arm/v7,linux/arm64,linux/ppc64le,linux/s390x
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            push: true
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            tags: |
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              user/app:latest
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              user/app:1.0.0
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              ghcr.io/user/app:latest
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              ghcr.io/user/app:1.0.0
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  ```
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</details>
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### Cache to registry
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You can import/export cache from a cache manifest or (special) image configuration on the registry.
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<details>
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  <summary><b>Show workflow</b></summary>
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  ```yaml
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  name: ci
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  on:
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    push:
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      branches: master
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  jobs:
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    registry-cache:
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      runs-on: ubuntu-latest
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      steps:
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        -
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          name: Set up Docker Buildx
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          uses: docker/setup-buildx-action@v1
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        -
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          name: Login to DockerHub
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          uses: docker/login-action@v1 
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          with:
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            username: ${{ secrets.DOCKERHUB_USERNAME }}
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            password: ${{ secrets.DOCKERHUB_TOKEN }}
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        -
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          name: Build and push
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          uses: docker/build-push-action@v2
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          with:
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            push: true
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            tags: user/app:latest
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            cache-from: type=registry,ref=user/app:latest
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            cache-to: type=inline
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  ```
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</details>
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### Local registry
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For testing purposes you may need to create a [local registry](https://hub.docker.com/_/registry) to push images into:
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<details>
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  <summary><b>Show workflow</b></summary>
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  ```yaml
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  name: ci
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  on:
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    push:
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      branches: master
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  jobs:
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    local-registry:
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      runs-on: ubuntu-latest
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      services:
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        registry:
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          image: registry:2
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          ports:
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            - 5000:5000
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      steps:
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        -
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          name: Set up QEMU
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          uses: docker/setup-qemu-action@v1
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        -
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          name: Set up Docker Buildx
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          uses: docker/setup-buildx-action@v1
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          with:
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            driver-opts: network=host
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        -
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          name: Build and push to local registry
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          uses: docker/build-push-action@v2
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          with:
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            push: true
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            tags: localhost:5000/name/app:latest
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        -
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          name: Inspect
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          run: |
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            docker buildx imagetools inspect localhost:5000/name/app:latest
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  ```
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</details>
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### Export image to Docker
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You may want your build result to be available in the Docker client through `docker images` to be able to use it
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in another step of your workflow:
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 | 
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<details>
 | 
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  <summary><b>Show workflow</b></summary>
 | 
						|
  
 | 
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  ```yaml
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  name: ci
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						|
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  on:
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    push:
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      branches: master
 | 
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  jobs:
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    export-docker:
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      runs-on: ubuntu-latest
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      steps:
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        -
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          name: Checkout
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						|
          uses: actions/checkout@v2
 | 
						|
        -
 | 
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          name: Set up Docker Buildx
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          uses: docker/setup-buildx-action@v1
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        -
 | 
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          name: Build
 | 
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          uses: docker/build-push-action@v2
 | 
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          with:
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            context: .
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            file: ./Dockerfile
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            load: true
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            tags: myimage:latest
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        -
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          name: Inspect
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          run: |
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            docker image inspect myimage:latest
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  ```
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</details>
 | 
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 | 
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### Leverage GitHub cache
 | 
						|
 | 
						|
You can leverage [GitHub cache](https://docs.github.com/en/actions/configuring-and-managing-workflows/caching-dependencies-to-speed-up-workflows)
 | 
						|
using [actions/cache](https://github.com/actions/cache) with this action:
 | 
						|
 | 
						|
<details>
 | 
						|
  <summary><b>Show workflow</b></summary>
 | 
						|
  
 | 
						|
  ```yaml
 | 
						|
  name: ci
 | 
						|
 | 
						|
  on:
 | 
						|
    push:
 | 
						|
      branches: master
 | 
						|
 | 
						|
  jobs:
 | 
						|
    github-cache:
 | 
						|
      runs-on: ubuntu-latest
 | 
						|
      steps:
 | 
						|
        -
 | 
						|
          name: Set up Docker Buildx
 | 
						|
          uses: docker/setup-buildx-action@v1
 | 
						|
        -
 | 
						|
          name: Cache Docker layers
 | 
						|
          uses: actions/cache@v2
 | 
						|
          with:
 | 
						|
            path: /tmp/.buildx-cache
 | 
						|
            key: ${{ runner.os }}-buildx-${{ github.sha }}
 | 
						|
            restore-keys: |
 | 
						|
              ${{ runner.os }}-buildx-
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						|
        -
 | 
						|
          name: Login to DockerHub
 | 
						|
          uses: docker/login-action@v1 
 | 
						|
          with:
 | 
						|
            username: ${{ secrets.DOCKERHUB_USERNAME }}
 | 
						|
            password: ${{ secrets.DOCKERHUB_TOKEN }}
 | 
						|
        -
 | 
						|
          name: Build and push
 | 
						|
          uses: docker/build-push-action@v2
 | 
						|
          with:
 | 
						|
            push: true
 | 
						|
            tags: user/app:latest
 | 
						|
            cache-from: type=local,src=/tmp/.buildx-cache
 | 
						|
            cache-to: type=local,dest=/tmp/.buildx-cache
 | 
						|
  ```
 | 
						|
</details>
 | 
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 | 
						|
> If you want to [export layers for all stages](https://github.com/docker/buildx#--cache-tonametypetypekeyvalue),
 | 
						|
> you have to specify `mode=max` attribute in `cache-to`.
 | 
						|
 | 
						|
### Handle tags and labels
 | 
						|
 | 
						|
If you come from [`v1`](https://github.com/docker/build-push-action/tree/releases/v1#readme) and want an
 | 
						|
"automatic" tag management and [OCI Image Format Specification](https://github.com/opencontainers/image-spec/blob/master/annotations.md)
 | 
						|
for labels, you can do it in a dedicated step. The following workflow will use the [Docker meta action](https://github.com/crazy-max/ghaction-docker-meta)
 | 
						|
to handle tags and labels based on GitHub actions events and Git metadata.
 | 
						|
 | 
						|
<details>
 | 
						|
  <summary><b>Show workflow</b></summary>
 | 
						|
  
 | 
						|
  ```yaml
 | 
						|
  name: ci
 | 
						|
 | 
						|
  on:
 | 
						|
    schedule:
 | 
						|
      - cron: '0 10 * * *' # everyday at 10am
 | 
						|
    push:
 | 
						|
      branches:
 | 
						|
        - '**'
 | 
						|
      tags:
 | 
						|
        - 'v*.*.*'
 | 
						|
    pull_request:
 | 
						|
 | 
						|
  jobs:
 | 
						|
    docker:
 | 
						|
      runs-on: ubuntu-latest
 | 
						|
      steps:
 | 
						|
        -
 | 
						|
          name: Checkout
 | 
						|
          uses: actions/checkout@v2
 | 
						|
        -
 | 
						|
          name: Docker meta
 | 
						|
          id: docker_meta
 | 
						|
          uses: crazy-max/ghaction-docker-meta@v1
 | 
						|
          with:
 | 
						|
            images: name/app # list of Docker images to use as base name for tags
 | 
						|
            tag-sha: true # add git short SHA as Docker tag
 | 
						|
        -
 | 
						|
          name: Set up QEMU
 | 
						|
          uses: docker/setup-qemu-action@v1
 | 
						|
        -
 | 
						|
          name: Set up Docker Buildx
 | 
						|
          uses: docker/setup-buildx-action@v1
 | 
						|
        -
 | 
						|
          name: Login to DockerHub
 | 
						|
          if: github.event_name != 'pull_request'
 | 
						|
          uses: docker/login-action@v1 
 | 
						|
          with:
 | 
						|
            username: ${{ secrets.DOCKERHUB_USERNAME }}
 | 
						|
            password: ${{ secrets.DOCKERHUB_TOKEN }}
 | 
						|
        -
 | 
						|
          name: Build and push
 | 
						|
          id: docker_build
 | 
						|
          uses: docker/build-push-action@v2
 | 
						|
          with:
 | 
						|
            context: .
 | 
						|
            file: ./Dockerfile
 | 
						|
            platforms: linux/amd64,linux/arm64,linux/386
 | 
						|
            push: ${{ github.event_name != 'pull_request' }}
 | 
						|
            tags: ${{ steps.docker_meta.outputs.tags }}
 | 
						|
            labels: ${{ steps.docker_meta.outputs.labels }}
 | 
						|
  ```
 | 
						|
</details>
 | 
						|
 | 
						|
### Update DockerHub repo description
 | 
						|
 | 
						|
You can update the [DockerHub repository description](https://docs.docker.com/docker-hub/repos/) using
 | 
						|
a third-party action called [DockerHub Description](https://github.com/peter-evans/dockerhub-description)
 | 
						|
with this action:
 | 
						|
 | 
						|
<details>
 | 
						|
  <summary><b>Show workflow</b></summary>
 | 
						|
  
 | 
						|
  ```yaml
 | 
						|
  name: ci
 | 
						|
 | 
						|
  on:
 | 
						|
    push:
 | 
						|
      branches: master
 | 
						|
 | 
						|
  jobs:
 | 
						|
    main:
 | 
						|
      runs-on: ubuntu-latest
 | 
						|
      steps:
 | 
						|
        -
 | 
						|
          name: Set up QEMU
 | 
						|
          uses: docker/setup-qemu-action@v1
 | 
						|
        -
 | 
						|
          name: Set up Docker Buildx
 | 
						|
          uses: docker/setup-buildx-action@v1
 | 
						|
        -
 | 
						|
          name: Login to DockerHub
 | 
						|
          uses: docker/login-action@v1 
 | 
						|
          with:
 | 
						|
            username: ${{ secrets.DOCKERHUB_USERNAME }}
 | 
						|
            password: ${{ secrets.DOCKERHUB_TOKEN }}
 | 
						|
        -
 | 
						|
          name: Build and push
 | 
						|
          uses: docker/build-push-action@v2
 | 
						|
          with:
 | 
						|
            push: true
 | 
						|
            tags: user/app:latest
 | 
						|
        -
 | 
						|
          name: Update repo description
 | 
						|
          uses: peter-evans/dockerhub-description@v2
 | 
						|
          with:
 | 
						|
            username: ${{ secrets.DOCKERHUB_USERNAME }}
 | 
						|
            password: ${{ secrets.DOCKERHUB_PASSWORD }}
 | 
						|
            repository: user/app
 | 
						|
  ```
 | 
						|
</details>
 | 
						|
 | 
						|
## Customizing
 | 
						|
 | 
						|
### inputs
 | 
						|
 | 
						|
Following inputs can be used as `step.with` keys
 | 
						|
 | 
						|
> `List` type is a newline-delimited string
 | 
						|
> ```yaml
 | 
						|
> cache-from: |
 | 
						|
>   user/app:cache
 | 
						|
>   type=local,src=path/to/dir
 | 
						|
> ```
 | 
						|
 | 
						|
> `CSV` type is a comma-delimited string
 | 
						|
> ```yaml
 | 
						|
> tags: name/app:latest,name/app:1.0.0
 | 
						|
> ```
 | 
						|
 | 
						|
| Name                | Type     | Description                        |
 | 
						|
|---------------------|----------|------------------------------------|
 | 
						|
| `builder`           | String   | Builder instance (see [setup-buildx](https://github.com/docker/setup-buildx-action) action) |
 | 
						|
| `context`           | String   | Build's context is the set of files located in the specified [`PATH` or `URL`](https://docs.docker.com/engine/reference/commandline/build/) (default [Git context](#git-context)) |
 | 
						|
| `file`              | String   | Path to the Dockerfile (default `./Dockerfile`) |
 | 
						|
| `build-args`        | List     | List of build-time variables |
 | 
						|
| `labels`            | List     | List of metadata for an image |
 | 
						|
| `tags`              | List/CSV | List of tags |
 | 
						|
| `pull`              | Bool     | Always attempt to pull a newer version of the image (default `false`) |
 | 
						|
| `target`            | String   | Sets the target stage to build |
 | 
						|
| `allow`             | List/CSV | List of [extra privileged entitlement](https://github.com/docker/buildx#--allowentitlement) (eg. `network.host,security.insecure`) |
 | 
						|
| `no-cache`          | Bool     | Do not use cache when building the image (default `false`) |
 | 
						|
| `platforms`         | List/CSV | List of [target platforms](https://github.com/docker/buildx#---platformvaluevalue) for build |
 | 
						|
| `load`              | Bool     | [Load](https://github.com/docker/buildx#--load) is a shorthand for `--output=type=docker` (default `false`) |
 | 
						|
| `push`              | Bool     | [Push](https://github.com/docker/buildx#--push) is a shorthand for `--output=type=registry` (default `false`) |
 | 
						|
| `outputs`           | List     | List of [output destinations](https://github.com/docker/buildx#-o---outputpath-typetypekeyvalue) (format: `type=local,dest=path`) |
 | 
						|
| `cache-from`        | List     | List of [external cache sources](https://github.com/docker/buildx#--cache-fromnametypetypekeyvalue) (eg. `type=local,src=path/to/dir`) |
 | 
						|
| `cache-to`          | List     | List of [cache export destinations](https://github.com/docker/buildx#--cache-tonametypetypekeyvalue) (eg. `type=local,dest=path/to/dir`) |
 | 
						|
| `secrets`           | List     | List of secrets to expose to the build (eg. `key=value`, `GIT_AUTH_TOKEN=mytoken`) |
 | 
						|
| `ssh`               | List     | List of SSH agent socket or keys to expose to the build |
 | 
						|
 | 
						|
### outputs
 | 
						|
 | 
						|
Following outputs are available
 | 
						|
 | 
						|
| Name          | Type    | Description                           |
 | 
						|
|---------------|---------|---------------------------------------|
 | 
						|
| `digest`      | String  | Image content-addressable identifier also called a digest |
 | 
						|
 | 
						|
## Notes
 | 
						|
 | 
						|
### Multi-line secret value
 | 
						|
 | 
						|
To handle multi-line value for a secret, you will need to place the key-value pair between quotes:
 | 
						|
 | 
						|
```yaml
 | 
						|
secrets: |
 | 
						|
  "MYSECRET=${{ secrets.GPG_KEY }}"
 | 
						|
  GIT_AUTH_TOKEN=abcdefghi,jklmno=0123456789
 | 
						|
  "MYSECRET=aaaaaaaa
 | 
						|
  bbbbbbb
 | 
						|
  ccccccccc"
 | 
						|
  FOO=bar
 | 
						|
  "EMPTYLINE=aaaa
 | 
						|
  
 | 
						|
  bbbb
 | 
						|
  ccc"
 | 
						|
  "JSON_SECRET={""key1"":""value1"",""key2"":""value2""}"
 | 
						|
```
 | 
						|
 | 
						|
| Key                | Value                                            |
 | 
						|
|--------------------|--------------------------------------------------|
 | 
						|
| `MYSECRET`         | `***********************` |
 | 
						|
| `GIT_AUTH_TOKEN`   | `abcdefghi,jklmno=0123456789` |
 | 
						|
| `MYSECRET`         | `aaaaaaaa\nbbbbbbb\nccccccccc` |
 | 
						|
| `FOO`              | `bar` |
 | 
						|
| `EMPTYLINE`        | `aaaa\n\nbbbb\nccc` |
 | 
						|
| `JSON_SECRET`      | `{"key1":"value1","key2":"value2"}` |
 | 
						|
 | 
						|
> Note: all quote signs need to be doubled for escaping.
 | 
						|
 | 
						|
## Troubleshooting
 | 
						|
 | 
						|
See [TROUBLESHOOTING.md](TROUBLESHOOTING.md)
 | 
						|
 | 
						|
## Keep up-to-date with GitHub Dependabot
 | 
						|
 | 
						|
Since [Dependabot](https://docs.github.com/en/github/administering-a-repository/keeping-your-actions-up-to-date-with-github-dependabot)
 | 
						|
has [native GitHub Actions support](https://docs.github.com/en/github/administering-a-repository/configuration-options-for-dependency-updates#package-ecosystem),
 | 
						|
to enable it on your GitHub repo all you need to do is add the `.github/dependabot.yml` file:
 | 
						|
 | 
						|
```yaml
 | 
						|
version: 2
 | 
						|
updates:
 | 
						|
  # Maintain dependencies for GitHub Actions
 | 
						|
  - package-ecosystem: "github-actions"
 | 
						|
    directory: "/"
 | 
						|
    schedule:
 | 
						|
      interval: "daily"
 | 
						|
```
 | 
						|
 | 
						|
## Limitation
 | 
						|
 | 
						|
This action is only available for Linux [virtual environments](https://help.github.com/en/articles/virtual-environments-for-github-actions#supported-virtual-environments-and-hardware-resources).
 |