Following Docker's transition to a paid licensing model for Docker Desktop, I migrated our development environment to Rancher Desktop, which offers integrated support for both Docker and Kubernetes functionalities. During a recent initiative to convert legacy Docker images to multi-platform images, I encountered an unusual issue.
During the buildx build, the `pip install` command was failing with a segmentation fault error, despite the same installation steps executing flawlessly in an interactive container environment.
Initial Troubleshooting Efforts
Further investigation revealed:
1. The ARM64 architecture builds completed successfully, while AMD64 builds consistently failed
2. The failures were isolated to two specific Python packages: pycrypto and uWSGI
3. Standard remediation approaches suggested on various posts were ineffective, including:
- Modifying Python versions
- Updating pip
- Testing alternative package versions
- Installing supplementary system libraries
- Switching between base images (python:3.8-slim (Debian bookworm), Debian bullseye, Ubuntu)
- Using root installation instead of virtual environments
Root Cause Analysis
After extensive troubleshooting, I identified that the failures stemmed from cross-architecture compilation requirements. Both uWSGI and pycrypto lack pre-built wheels, necessitating compilation during installation. This compilation process was failing specifically when building AMD64 binaries on ARM64 host architecture.
Shifting my focus to the underlying virtualization platform, I searched for issues related to QEMU emulation and segmentation faults on AMD64 platforms. A comment on a relevant post suggested trying the build process on Docker Desktop.
Resolution
After reinstalling Docker Desktop, I was able to successfully build the image.
To verify the findings, I retested all previous versions of the Dockerfile, and they worked as expected.
Conclusion
The root cause of this issue lies in the QEMU virtualization framework's emulation of AMD64 architectures on ARM-based systems.
While ARM support has matured considerably across the board, such cases represent areas requiring further development attention from the community.
NOTE
To facilitate easy reuse and streamline the build process, I recommend creating a builder
To utilize this builder, run the following command:
docker buildx create \
--name multi-platform-docker \
--driver docker-container \
--platform linux/amd64,linux/arm64
To utilize this builder, run the following command:
docker buildx --builder multi-platform-docker build .
