headroom/.github/workflows/eval.yml
chopratejas 2a91cbb4b4 refactor: single-wheel maturin build backend (fixes #355)
Eliminates the dual-package architecture that was the root cause of #355.
`pip install headroom-ai` now produces ONE wheel containing both the Python
source (headroom/*.py) and the compiled Rust extension (headroom/_core.so).
No more separate `headroom-core-py` package, no more chicken-and-egg with
PyPI publication, no more wheelhouse / PIP_FIND_LINKS / composite-action
plumbing in CI.

This is the canonical pattern used by cryptography, polars, ruff,
pydantic-core, and other Rust-as-core Python packages. Honors the
"Rust as core engine" direction.

## What changed

- pyproject.toml: `[build-system]` swapped from hatchling to maturin.
  `[tool.hatch.*]` deleted; `[tool.maturin]` added pointing at
  `crates/headroom-py/Cargo.toml` for the cdylib. `python-source = "."`
  picks up the root `headroom/` package directly (dashboard HTML
  templates and other non-Python files included automatically).
- crates/headroom-py/pyproject.toml: deleted. The crate is no longer a
  separate published package; its Cargo.toml stays as the cdylib build
  target invoked via `[tool.maturin] manifest-path`.
- crates/headroom-py/python/: deleted (placeholder layout for the old
  separate package).

## CI updates

- ci.yml: `test` / `test-extras` / `test-agno` jobs simplified — Rust
  toolchain set up before `pip install -e .` (which now invokes maturin
  via build-system). Removed the "build wheel + symlink .so" dance.
  `build` job swapped from `python -m build` (hatch) to
  `maturin build` + `maturin sdist`.
- release.yml: collapsed dual-package matrix into one. New `build-wheels`
  matrix produces cross-platform wheels for cp310/11/12/13 ×
  {linux x86_64, linux aarch64, macos x86_64, macos aarch64}. New
  `collect-dist` aggregator merges artifacts. publish-pypi consumes the
  merged dist.
- init-native-e2e.yml: dropped windows-latest from the matrix —
  upstream `esaxx-rs` (/MT) and `ort-sys` (/MD) link with conflicting
  MSVC C runtime libraries, so the Rust extension cannot build for
  win_amd64 today. Tracked as a follow-up; not a blocker for Linux+macOS.
- headroom-e2e-setup: composite action now sets up Rust toolchain +
  Swatinem/rust-cache before `pip install -e .[proxy]`.
- eval.yml, publish.yml, rust.yml: same pattern — rust toolchain before
  install. rust.yml's wheels job builds from root pyproject.toml (no
  more `-m crates/headroom-py/Cargo.toml`).
- e2e/init/Dockerfile, e2e/wrap/Dockerfile: install rust + maturin in
  the build stage; copy `crates/` + workspace `Cargo.toml/lock` so the
  install can build the extension. Dropped `HEADROOM_REQUIRE_RUST_CORE=false`
  from wrap-e2e — the image now ships the full Rust core.
- Dockerfile (main): simplified — no more Layer 2/3 dance with
  `headroom-core-py` install + symlink. Single `uv pip install` builds
  + installs everything.
- .devcontainer/Dockerfile: rust toolchain + libssl-dev + maturin
  added so `uv sync` builds the extension inside the devcontainer.

## Lockfile + script

- uv.lock: regenerated. No `headroom-core-py` entries remain.
- scripts/build_rust_extension.sh: simplified from a symlink-into-tree
  workaround to a thin wrapper around `pip install -e .`. The maturin
  build-backend handles placement automatically.

## Local validation (all green on macOS aarch64)

1. Clean venv `pip install -e .` → `from headroom._core import …` works.
2. `maturin build --release` → 13.8 MB wheel, 336 files including
   `headroom/_core.cpython-311-darwin.so` (32 MB cdylib) and
   `headroom/dashboard/templates/dashboard.html`.
3. `pip install <wheel>` in fresh venv → import works.
4. Wheel contents verified via `unzip -l`.
5. `pytest tests/test_transforms/test_diff_compressor.py` — 29 passed.
6. `pytest tests/test_relevance.py` — 30 passed.
7. `cargo build --workspace` + `cargo test --workspace` — all green.
8. `make ci-precheck` — 176 Python tests + Rust + commitlint green.

## Migration notes

Users on `pip install headroom-ai` get the Rust core automatically
(linux + macos wheels). sdist installs require rust toolchain available
locally — pip will build via maturin.

Closes #355
Supersedes #357 (workarounds-based fix abandoned in favor of
architectural fix)
2026-05-03 13:16:41 -07:00

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2.9 KiB
YAML

name: Evaluation Suite
on:
schedule:
- cron: '0 6 * * 1' # Weekly on Monday 6am UTC
workflow_dispatch: # Manual trigger
pull_request:
paths:
- 'headroom/transforms/**'
- 'headroom/evals/**'
- 'headroom/compress.py'
jobs:
# Fast smoke test on PRs touching compression code (~$0.05, ~2 min)
smoke-test:
if: github.event_name == 'pull_request'
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: "3.11"
# `pip install -e .` invokes maturin (declared in pyproject.toml's
# build-system) which calls cargo to compile the Rust extension.
- name: Install Rust toolchain
uses: dtolnay/rust-toolchain@1.95.0
- name: Cache cargo registry + build
uses: Swatinem/rust-cache@v2
with:
workspaces: ". -> target"
- name: Install dependencies (builds Rust extension via maturin)
run: |
pip install -e ".[all]"
python -c "from headroom._core import SmartCrusher; print('headroom._core OK:', SmartCrusher)"
- name: Run CCR round-trip (zero cost)
run: |
python -c "
from headroom.evals.runners.compression_only import CompressionOnlyRunner
runner = CompressionOnlyRunner()
cases = runner.generate_ccr_test_cases(n=50)
result = runner.evaluate_ccr_lossless(cases)
print(f'CCR Round-trip: {result.passed_cases}/{result.total_cases} passed')
assert result.passed, f'CCR failures: {result.errors}'
"
- name: Run built-in tool output eval
run: python -m headroom.evals quick -n 8 --provider openai --model gpt-4o-mini
env:
OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
# Full Tier 1 suite, weekly or manual (~$3-5, ~30-45 min)
weekly-suite:
if: github.event_name == 'schedule' || github.event_name == 'workflow_dispatch'
runs-on: ubuntu-latest
timeout-minutes: 60
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: "3.11"
- name: Install Rust toolchain
uses: dtolnay/rust-toolchain@1.95.0
- name: Cache cargo registry + build
uses: Swatinem/rust-cache@v2
with:
workspaces: ". -> target"
- name: Install dependencies (builds Rust extension via maturin)
run: |
pip install -e ".[all]"
python -c "from headroom._core import SmartCrusher; print('headroom._core OK')"
- name: Run Tier 1 evaluation suite
run: python -m headroom.evals suite --tier 1 --ci -o eval_results/
env:
OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
- name: Upload results
if: always()
uses: actions/upload-artifact@v4
with:
name: eval-results-${{ github.run_number }}
path: eval_results/