headroom/docs
Parideboy 3ccdad6c67
Pin ORT dylib on Windows; init Python logging (#1010)
## Description

On Windows, headroom's Rust core resolves `onnxruntime.dll` at runtime
via `ort-load-dynamic`. Without an explicit `ORT_DYLIB_PATH`, the bare
DLL search can land on `C:\Windows\System32\onnxruntime.dll`, the
Windows ML OS component, and `Session::new()` can deadlock instead of
returning an error. Since a hang is not an `Err`, the tiered fallback
cannot engage until the proxy-level timeout fires.

This PR pins `ORT_DYLIB_PATH` to the pip-installed `onnxruntime` DLL at
import time, and wires Rust `tracing` events into Python logging so the
proxy log surfaces these failures when they occur.

Closes #928

## Type of Change

- [x] Bug fix (non-breaking change that fixes an issue)
- [ ] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to change)
- [x] Documentation update
- [ ] Performance improvement
- [ ] Code refactoring (no functional changes)

## Changes Made

- Added `headroom/_ort.py` with a Windows-only, idempotent
`ensure_ort_dylib_pinned()` resolver that respects an existing
`ORT_DYLIB_PATH`.
- Call the pin from `headroom/__init__.py` before importing `_core`
consumers.
- Log the effective ORT dylib path from the content router startup path
on Windows.
- Enable Rust tracing-to-log compatibility and initialize `pyo3-log` in
the `_core` module.
- Add timeout diagnostics in the Magika detector with the effective
`ORT_DYLIB_PATH`.
- Document `ORT_DYLIB_PATH` and `HEADROOM_MAGIKA_INIT_TIMEOUT_SECS`.
- Add unit coverage for the resolver behavior.

## Testing

- [x] Unit tests pass (`python -m pytest
tests/test_transforms/test_ort_dylib.py -q`)
- [x] Linting passes (`ruff check headroom/_ort.py headroom/__init__.py
headroom/transforms/content_router.py
tests/test_transforms/test_ort_dylib.py`)
- [x] Formatting passes (`ruff format --check headroom/_ort.py
headroom/__init__.py headroom/transforms/content_router.py
tests/test_transforms/test_ort_dylib.py`)
- [x] New tests added for new functionality
- [x] Manual testing performed

### Test Output

```text
$ python -m pytest tests/test_transforms/test_ort_dylib.py -q
7 passed in 0.19s

$ ruff check headroom/_ort.py headroom/__init__.py headroom/transforms/content_router.py tests/test_transforms/test_ort_dylib.py
All checks passed!

$ ruff format --check headroom/_ort.py headroom/__init__.py headroom/transforms/content_router.py tests/test_transforms/test_ort_dylib.py
4 files already formatted

$ cargo check -p headroom-py
cargo: The term 'cargo' is not recognized as a name of a cmdlet, function, script file, or executable program.
```

## Real Behavior Proof

- Environment: Windows 11 24H2, Python 3.13, RTX 4080
- Exact command / steps: `python -c "import headroom; from
headroom._core import detect_content_type as d;
print(d(open('headroom/compress.py').read()).content_type)"`
- Observed result: `source_code` in 301ms, clean exit, `Magika: ENABLED`
in proxy log
- Not tested: macOS/Linux manual runtime behavior; `_ort.py` is a no-op
outside Windows, and CI covers cross-platform build/test behavior.

## Review Readiness

- [x] I have performed a self-review
- [x] This PR is ready for human review

## Checklist

- [x] My code follows the project's style guidelines
- [x] I have performed a self-review of my code
- [x] I have commented my code, particularly in hard-to-understand areas
- [x] I have made corresponding changes to the documentation
- [x] My changes generate no new warnings
- [x] I have added tests that prove my fix is effective or that my
feature works
- [x] New and existing unit tests pass locally with my changes
- [ ] I have updated the CHANGELOG.md if applicable (N/A: repo uses
release-please)

## Additional Notes

The branch was rebased onto current `main` and the commit subject was
updated to satisfy commitlint. Local Rust verification could not be run
on this Windows machine because `cargo` is not installed; GitHub CI
should be treated as the Rust build verification for the `pyo3-log`
dependency and workspace lockfile changes.

---------

Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-23 07:46:24 -05:00
..
app docs: improve discoverability for AI agents and search crawlers 2026-05-13 17:36:06 -07:00
components tokens saved grid 2026-04-12 13:42:20 +06:00
content/docs Pin ORT dylib on Windows; init Python logging (#1010) 2026-06-23 07:46:24 -05:00
lib docs(ci): add CI/CD flow diagrams (#1062) 2026-06-16 23:05:15 -07:00
overrides fix: repair release and docs pipelines 2026-04-16 12:53:51 -05:00
proposals docs(vertex): Claude Code + Vertex via Headroom guide (validated) (#1180) 2026-06-19 18:14:14 -07:00
screenshots Merge pull request #147 from JerrettDavis/feat/anthropic-usage-insights 2026-04-12 10:54:22 -07:00
spec fix(telemetry): switch anonymous telemetry to opt-in (off by default) (#1223) 2026-06-20 21:26:04 -07:00
.gitignore new docs UI + ts doc coverage 2026-04-12 13:15:58 +06:00
auth-modes.md fix: PR-F1 classify_auth_mode helper (Phase F kickoff) 2026-05-03 17:20:14 -07:00
bedrock.md feat(bedrock): cross-region + Converse compression; bundle proxy binary in images (#999) 2026-06-16 09:45:24 -05:00
bun.lock fix(docs): update bun.lock to next 16.2.6 for GHSA-h64f-5h5j-jqjh (CVE-2026-44577) 2026-06-02 04:25:21 +00:00
claude-code-vertex-headroom.md docs(vertex): Claude Code + Vertex via Headroom guide (validated) (#1180) 2026-06-19 18:14:14 -07:00
cortex-code.md feat(providers): add Cortex Code (Snowflake CoCo) as a supported agent (#1190) 2026-06-21 22:18:47 -07:00
next.config.mjs new docs UI + ts doc coverage 2026-04-12 13:15:58 +06:00
observability.md fix(observability): G3 remediation — bound cardinality + wire dead metrics 2026-05-24 10:41:56 -07:00
output-token-reduction-guide.md feat(proxy): hot-reload live env knobs so a reused proxy picks them up without a restart (#1090) 2026-06-18 09:50:50 -07:00
package-lock.json ci: bump the npm_and_yarn group across 3 directories with 3 updates (#1056) 2026-06-16 23:07:34 -07:00
package.json ci: bump the npm_and_yarn group across 3 directories with 3 updates (#1056) 2026-06-16 23:07:34 -07:00
postcss.config.mjs new docs UI + ts doc coverage 2026-04-12 13:15:58 +06:00
proxy.ts new docs UI + ts doc coverage 2026-04-12 13:15:58 +06:00
README.md new docs UI + ts doc coverage 2026-04-12 13:15:58 +06:00
rtk-architecture.md fix(observability): wire Phase G PR-G3 RTK + proxy metrics (H-blocker) 2026-05-22 13:18:42 -07:00
rtk-loop-weighting.md feat(learn): weight loops in Headroom Learn + RTK-loop eval (#1160) 2026-06-22 18:49:08 -05:00
source.config.ts docs(ci): add CI/CD flow diagrams (#1062) 2026-06-16 23:05:15 -07:00
tsconfig.json new docs UI + ts doc coverage 2026-04-12 13:15:58 +06:00

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