~/talk

UV Migration

Talkat DevConf.US 2025 · 2025-09-19..09-20· [python]
slides:none on file

Migrates many notebook images from Pipenv to UV by converting Pipenv locks into pyproject.toml, changing Dockerfiles to pip-install UV, and adding GitHub Actions that auto-generate requirements.txt and lock files. Uses UV features like groups and sources plus dependency metadata and environment markers to support conflicting package versions and multi‑Python (3.11→3.12) builds. Builds and benchmarks show large GPU stacks (PyTorch/TensorFlow) and lock times improve — 17 minutes → 3 minutes — while image size and overall build time are tracked.

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