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4. Can we achieve all these with simple OCI multiple stage container definitions
SMART2016 edited this page Mar 19, 2025
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Yes, but with trade-offs. Let's break it down.
✅ Docker Multi-Stage:
- You can use
FROM alpineand remove unnecessary layers. - Example:
FROM alpine:latest AS builder RUN apk add --no-cache busybox FROM scratch COPY --from=builder /bin/busybox /bin/busybox ENTRYPOINT ["/bin/busybox", "sh"]
-
Limitation:
- The final image still contains unnecessary metadata (e.g.,
/etc/apk, package manager data). - You need to manually strip unwanted files.
- The final image still contains unnecessary metadata (e.g.,
✅ Apko:
- Doesn’t use layers or a package manager at runtime.
- Automatically optimizes the image for minimal size.
- No manual cleanup needed.
✅ Docker Multi-Stage:
- Requires Docker Daemon (
dockerd). -
Workarounds: Use
buildahorkaniko, but this adds complexity.
✅ Apko:
- Works without Docker.
- Builds OCI-compliant images without
dockerd. - Fully rootless.
📌 Why This Matters:
- In CI/CD pipelines, running
dockerdis insecure and requiresprivilegedmode. - Apko can build images inside Kubernetes pods without security risks.
✅ Docker Multi-Stage:
-
Not fully deterministic—results can change based on:
- Base image updates
-
apk adddownloading latest package versions
✅ Apko:
-
Uses a declarative YAML config (
apko.yaml). - Guarantees the same image every time.
- Reproducible builds (no surprises).
📌 Why This Matters:
- In production, you don’t want “works on my machine” issues.
- Apko locks dependencies to avoid accidental updates.
✅ Docker Multi-Stage:
- You can remove
/bin/sh,apk, and other utilities. -
Example:
FROM alpine AS builder RUN apk add --no-cache busybox FROM scratch COPY --from=builder /bin/busybox /bin/busybox ENTRYPOINT ["/bin/busybox", "sh"]
-
Problem:
- Manual effort required to strip all unwanted utilities.
- Easy to accidentally include insecure components.
✅ Apko:
- Hardened by default.
- Does not include a shell or package manager unless explicitly added.
- Less attack surface (better security).
📌 Why This Matters:
- Zero-trust security environments.
- Compliance requirements like FIPS, CIS benchmarks.
✅ Docker Multi-Stage:
- Requires extra tools (
cosign,syft, etc.). -
Example for SBOM generation:
syft my-image:latest -o json > sbom.json
✅ Apko:
- Automatically generates an SBOM.
-
Supports signing with
cosignout of the box.
📌 Why This Matters:
- Software supply chain security (SLSA, CISA guidelines).
- Automatic provenance tracking.
✅ Docker Multi-Stage:
- Even with
--squash, Docker images still retain extra layers.
✅ Apko:
- Single-layer OCI image → Faster pulls and lower disk usage.
📌 Why This Matters:
- Faster deployments in CI/CD and Kubernetes.
- Less network and storage usage.
✅ Docker Multi-Stage:
- You can optimize for speed, but still slower than Apko due to:
- Extra init scripts
- Layer metadata
- Package manager overhead
✅ Apko:
- Starts instantly (no init system, no package manager).
- Perfect for AWS Lambda, GCP Cloud Run, and edge computing.
📌 Why This Matters:
- Serverless cold starts.
- Kubernetes workloads requiring fast boot times.
✅ Docker Multi-Stage:
- Requires manual setup (
buildx,qemu). - Example:
docker buildx build --platform linux/amd64,linux/arm64 -t my-image .
✅ Apko:
-
Native multi-arch support (
archsfield inapko.yaml).
📌 Why This Matters:
- Developing locally on Apple M1/M2 (ARM64).
- Running containers on AWS Graviton (ARM-based cloud instances).
| Feature | Docker Multi-Stage | Apko |
|---|---|---|
| Minimal Image Size | ✅ Possible (manual effort) | ✅ Automatic |
| No Docker Daemon Required | ❌ Needs dockerd
|
✅ Rootless |
| Reproducibility | ❌ Prone to drift | ✅ Guaranteed |
| Security Hardened | ❌ Requires manual stripping | ✅ No shell, no package manager |
| Image Signing & SBOM | ❌ Needs extra tools | ✅ Built-in |
| Faster Cold Starts | ❌ Some overhead | ✅ Optimized |
| Single OCI Layer (Faster Pulls) | ❌ Retains unnecessary layers | ✅ Always single-layer |
| Multi-Arch Support (ARM64 & x86_64) | ❌ Needs buildx
|
✅ Native support |
✅ You are already invested in Docker and have CI/CD built around it.
✅ You need flexibility (Apko is Alpine-only).
✅ You’re OK with some manual optimizations.
✅ You need minimal, secure, and reproducible builds.
✅ You want rootless, declarative images (no dockerd).
✅ You need faster, optimized images (better for Kubernetes, serverless).