Docker
Docker is not just a container runtime but a comprehensive toolset consisting of:
- CLI: User-friendly command-line interface for managing containers
- API: Programmatic interface for container management
- Build: Image building capabilities (Dockerfile)
- Volumes: Persistent storage management
- Auth: Authentication to image registries
- Security: Security scanning and access controls
- ContainerD: The actual container runtime component
Docker provides a complete ecosystem for container development, deployment, and management. This made it popular among developers, but its complexity was unnecessary for Kubernetes, which only needed the core container runtime functionality.
Dockershim
Dockershim was a compatibility layer in Kubernetes that allowed it to use Docker as a container runtime. It was completely removed in Kubernetes 1.24. Container images built with Docker continue to be compatible with current Kubernetes versions, but Docker itself can no longer be used as the container runtime.
The removal of Dockershim was necessary because:
- It required maintaining a separate translation layer between Kubernetes and Docker
- It added complexity to the Kubernetes codebase
- It prevented fully leveraging the Container Runtime Interface (CRI)
- It created an additional potential point of failure
The Container Runtime Interface (CRI)
To standardize how Kubernetes interacts with different container runtimes, the Container Runtime Interface (CRI) was introduced. CRI defines the API between Kubernetes and the container runtime, allowing for pluggable runtime implementations.
ContainerD
ContainerD is a lightweight, high-performance container runtime that was extracted from Docker to serve as a standalone runtime. It’s now a graduated project within the Cloud Native Computing Foundation (CNCF).
Key Features
- Simplicity: Focused specifically on container runtime operations
- Performance: Optimized for production container workloads
- Stability: Designed for mission-critical deployments
- OCI Compliance: Follows Open Container Initiative standards
- Image Management: Pulls, stores, and manages container images
- Native CRI Support: Direct implementation of Kubernetes’ CRI
Tools for ContainerD
When installed, ContainerD comes with ctr
, which is a basic CLI tool not designed for end users. It’s limited in functionality and not particularly user-friendly.
The recommended tool for interacting with ContainerD is nerdctl
, which provides a Docker-compatible CLI. This makes the transition from Docker to ContainerD smoother for users already familiar with Docker commands.
nerdctl vs Docker CLI
Examples of equivalent commands:
Task | Docker | nerdctl |
---|---|---|
Run a container | docker run nginx | nerdctl run nginx |
List containers | docker ps | nerdctl ps |
Build an image | docker build -t myapp . | nerdctl build -t myapp . |
Pull an image | docker pull alpine | nerdctl pull alpine |
Namespace Support
ContainerD supports namespaces, allowing different clients to operate in isolation. When using nerdctl
with Kubernetes, you typically use the k8s.io
namespace:
nerdctl --namespace k8s.io ps
Migration from Docker to ContainerD
When migrating from Docker to ContainerD in Kubernetes:
- Container Images: No changes needed, OCI-compliant images work with both
- Deployment Scripts: Update any scripts that interact directly with Docker
- Development Workflow: Docker can still be used for local development
- Logging & Monitoring: Update to capture ContainerD logs instead of Docker logs
Performance Comparison
ContainerD generally provides better performance in Kubernetes environments due to:
- Reduced complexity and fewer components
- Direct CRI implementation without translation layers
- Optimized for Kubernetes workloads
- Lower resource consumption
This performance difference becomes more significant in large-scale deployments with hundreds or thousands of containers.