Docker Buildx
Learn about Docker Buildx for advanced container image building capabilities and multi-platform support
Docker Buildx
Docker Buildx is an extended and improved version of the Docker build command, offering advanced features like multi-architecture builds, build cache management, and concurrent building processes. It represents Docker's next-generation builder that is designed to replace the legacy docker build
command with additional functionality while maintaining backward compatibility.
Buildx is built on top of the BuildKit build system, which enables superior performance, enhanced caching, and parallel processing capabilities that were not available in the traditional builder. This allows developers to create more efficient container images across various platforms from a single build command.
Core Features
Multi-platform Builds
- Build for multiple architectures simultaneously (e.g., AMD64, ARM64, ARM/v7)
- Support for diverse CPU architectures and operating systems
- Single command to create cross-platform images
- Simplified CI/CD pipelines for heterogeneous environments
- Future-proof container strategy for edge computing, IoT, and cloud deployments
- Eliminates the need for separate build infrastructure for different architectures
BuildKit Integration
- Modern build system architecture with directed acyclic graph (DAG) execution
- Advanced caching mechanisms that understand source code dependencies
- Concurrent dependency resolution for faster builds
- Efficient layer creation with automatic deduplication
- Enhanced build performance through parallelization of build steps
- Reduced build times and resource consumption compared to legacy builders
Getting Started with Buildx
Docker Buildx comes included with Docker Desktop and recent Docker Engine installations. It operates as a Docker CLI plugin that extends the docker command with buildx subcommands. You can verify and set up Buildx with:
The --bootstrap
flag initializes the builder with required containers and prepares it for building images. Without this step, the builder might not be ready when you try to use it for the first time.
Multi-architecture Builds
Advanced Caching
Build Contexts
Buildx supports different build contexts beyond local directories, allowing you to build directly from remote sources without first cloning or downloading them:
These remote contexts can significantly simplify CI/CD workflows and avoid the need for separate checkout or download steps. However, be aware that using remote contexts may introduce security risks if the source is untrusted or could change unexpectedly.
Build Arguments and Secrets
Dockerfile Examples
Buildx Drivers
Buildx supports multiple drivers for different use cases, each offering specific advantages:
docker
: Default driver using the Docker daemon- Uses the same builder as regular Docker builds
- Limited feature support (no multi-platform builds)
- Best compatibility with existing Docker workflows
- No additional resource overhead
docker-container
: Runs builds inside a container for isolation- Full BuildKit feature support including multi-platform builds
- Isolates build environment from host system
- Can run multiple builders in parallel
- Requires running a BuildKit container
kubernetes
: Executes builds in a Kubernetes cluster- Distributes build workloads across Kubernetes pods
- Integrates with existing Kubernetes infrastructure
- Supports autoscaling of build resources
- Great for large-scale CI/CD environments
remote
: Connects to a remote BuildKit server- Offloads build processing to dedicated build servers
- Supports centralized build farms
- Can leverage specialized hardware for builds
- Separates build concerns from deployment environments
Output Types
CI/CD Integration
Integrate Buildx into CI/CD pipelines for efficient builds:
Build Groups and Concurrent Builds
Bake Files
Buildx Performance Tips
Optimize your builds with these techniques:
- Use appropriate BuildKit caching
- Match cache type to your workflow (local, registry, GitHub, etc.)
- Consider cache retention policies and storage requirements
- Use mode=max for maximum cache utilization or mode=min for storage efficiency
- Leverage inline cache for distributed teams
- Enable with --cache-from and --cache-to flags
- Document cache strategies for team members
- Set up automated cache warming in CI/CD pipelines
- Implement multi-stage builds for efficiency
- Use dedicated stages for building, testing, and production
- Only copy necessary artifacts between stages
- Order stages from least to most frequently changed
- Use parallelism for complex build graphs
- BuildKit automatically parallelizes independent build steps
- Organize Dockerfiles to maximize parallelization opportunities
- Use bake files to build multiple images simultaneously
- Select the appropriate driver for your use case
- Use docker-container for most development work
- Consider kubernetes driver for large-scale operations
- Benchmark different drivers for your specific workloads
- Scale build instances for larger projects
- Increase CPU and memory limits for builder containers
- Add more replicas when using the kubernetes driver
- Set up dedicated build farm with the remote driver
- Consider specialized hardware for compute-intensive builds
Advanced Techniques
Troubleshooting
Common issues and solutions:
- Platform support: Ensure QEMU is installed for multi-platform builds
- Install with:
docker run --privileged --rm tonistiigi/binfmt --install all
- Check registered platforms:
docker run --rm tonistiigi/binfmt
- Verify supported platforms:
docker buildx inspect --bootstrap
- Some instructions might not work on all platforms (e.g., x86 binary execution on ARM)
- Install with:
- Cache problems: Clear cache with
docker buildx prune
- For specific builder:
docker buildx prune --builder mybuilder
- For specific cache type:
docker buildx prune --filter type=exec.cachemount
- Reset completely:
docker buildx rm mybuilder && docker buildx create --name mybuilder --use
- Corrupted cache can cause mysterious build failures
- For specific builder:
- Resource limitations: Increase resources for builder instances
- Check current usage:
docker stats
- Increase container limits in Docker Desktop settings
- For kubernetes driver, adjust pod resource requests and limits
- Build failures with "killed" status often indicate out-of-memory conditions
- Check current usage:
- Network connectivity: Check network for registry access
- Test with:
docker login <registry>
- Verify DNS resolution:
docker run --rm alpine nslookup <registry-hostname>
- Check proxy settings if using corporate networks
- Inspect TLS/certificate issues with
openssl s_client
- Test with:
- Permission issues: Verify access to Docker socket
- Ensure user is in docker group:
groups $USER | grep docker
- Check socket permissions:
ls -la /var/run/docker.sock
- For rootless mode, verify XDG_RUNTIME_DIR is set correctly
- In CI environments, ensure runner has Docker access
- Ensure user is in docker group:
- Driver compatibility: Switch drivers if experiencing problems
- docker-container driver has best feature compatibility
- docker driver has limitations but lower overhead
- Test with:
docker buildx create --use --name test-driver --driver docker-container
- Different drivers have different feature sets and limitations
Best Practices
Efficiency
- Use appropriate caching strategies based on your workflow patterns
- Implement multi-stage builds to minimize final image size
- Order instructions by change frequency (least to most frequent)
- Leverage build contexts efficiently by using .dockerignore files
- Optimize Dockerfile instructions by combining commands where appropriate
- Use BuildKit's parallelization capabilities by structuring independent operations
- Benchmark different build configurations to find optimal settings
- Consider layer reuse patterns in your development workflow
CI/CD Integration
- Implement matrix builds for testing across multiple platforms
- Use distributed caching with registry or CI-specific caches
- Share cache between pipeline runs to speed up repeated builds
- Parallelize build steps using bake files and multiple targets
- Choose appropriate output types (registry for CI, docker for local testing)
- Implement proper tagging strategies for build artifacts
- Set up automated testing of built images
- Create dedicated builder instances for CI/CD environments
- Design pipelines to leverage incremental builds
Security
- Scan built images with tools like Trivy, Clair, or Snyk
- Use secrets appropriately with --mount=type=secret
- Implement least privilege principles in both build and runtime
- Control build arguments to avoid leaking sensitive information
- Validate build contexts from external sources
- Use SSH forwarding instead of embedding keys
- Implement proper signing and verification of images
- Audit Dockerfiles for security best practices
- Maintain a secure base image strategy with regular updates
- Implement runtime security controls for containers
Migration from Legacy Build
Transitioning from classic Docker build to Buildx:
- Update build commands to use
docker buildx build
- Start with direct replacements:
docker build
→docker buildx build --load
- This maintains backward compatibility while enabling new features
- Update scripts and documentation to reflect new command patterns
- Consider creating aliases for frequently used command combinations
- Start with direct replacements:
- Configure multi-platform builds if needed
- Set up QEMU for cross-platform emulation
- Create a dedicated builder instance with
docker buildx create --name multi-platform-builder
- Test with a simple multi-platform build before migrating complex projects
- Document platform-specific considerations for your images
- Implement advanced caching strategies
- Start with local cache:
--cache-from type=local,src=./cache --cache-to type=local,dest=./cache
- Progress to registry-based cache for team sharing
- Measure build time improvements to quantify benefits
- Document cache invalidation patterns for your specific applications
- Start with local cache:
- Update CI/CD pipelines
- Modify build steps to use buildx commands
- Add appropriate setup steps for QEMU and BuildKit
- Configure cache storage appropriate for your CI system
- Update build matrix configurations for multi-platform support
- Test pipeline changes thoroughly before full adoption
- Leverage new Dockerfile features
- Update syntax to
# syntax=docker/dockerfile:1
- Refactor RUN commands to use --mount features
- Implement SSH and secret mounting for secure builds
- Add platform-specific logic for cross-platform compatibility
- Consider breaking down large Dockerfiles into stages for better parallelization
- Update syntax to
- Explore bake files for complex builds
- Convert docker-compose build configurations to bake files
- Define common configuration templates
- Create target groups for different deployment scenarios
- Implement variable substitution for flexible builds
- Design matrix configurations for testing multiple variants