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Release Process

Publishing a Release

Push a version tag to trigger the publish workflow:

git tag v0.1.2
git push origin v0.1.2

The workflow will:

  1. Build the Python package
  2. Publish to PyPI
  3. Create a GitHub Release

Building Platform Binaries

Platform-specific binaries can be built locally using Nuitka.

Prerequisites

pip install nuitka
pip install -e .

Build Commands

Linux / macOS:

python -m nuitka \
  --standalone \
  --onefile \
  --output-dir=dist \
  --output-filename=tsr \
  --assume-yes-for-downloads \
  --remove-output \
  tensors.py

Windows:

python -m nuitka `
  --standalone `
  --onefile `
  --output-dir=dist `
  --output-filename=tsr.exe `
  --assume-yes-for-downloads `
  --remove-output `
  tensors.py

Output Artifacts

Platform Arch Filename
Linux x64 tsr-linux-x64
Linux arm64 tsr-linux-arm64
macOS arm64 tsr-macos-arm64
macOS x64 tsr-macos-x64
Windows x64 tsr-windows-x64.exe

macOS Code Signing (Optional)

To sign and notarize macOS binaries:

# Sign the binary
codesign --force --options runtime --sign "Developer ID Application" dist/tsr

# Create zip for notarization
ditto -c -k --keepParent dist/tsr dist/tsr.zip

# Submit for notarization
xcrun notarytool submit dist/tsr.zip \
  --apple-id "$APPLE_ID" \
  --password "$APPLE_ID_PASSWORD" \
  --team-id "$APPLE_TEAM_ID" \
  --wait

# Staple the notarization ticket
xcrun stapler staple dist/tsr

Required environment variables:

  • APPLE_ID - Apple Developer account email
  • APPLE_ID_PASSWORD - App-specific password
  • APPLE_TEAM_ID - Developer Team ID