mirror of
https://github.com/headroomlabs-ai/headroom.git
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## Description Closes #2744 Restrict each Codecov Action v5 matrix upload to its declared `coverage-${{ matrix.shard }}.xml` report. This prevents automatic discovery from uploading the unsharded `coverage.xml` alongside every shard. ## Type of Change - [x] Bug fix (non-breaking change fixes an issue) ## Changes Made - Set Codecov Action `disable_search: true` for Python shard uploads. - Add a CI workflow contract test that protects the explicit-report-only setup. ## Testing - [x] Unit tests pass (`pytest`) - [x] Linting passes (`ruff check`) - [x] Type checking passes (`mypy headroom`) (not applicable: workflow/test-only change) - [x] New tests added new functionality - [x] Manual testing performed (not applicable: GitHub Actions will execute the workflow) ### Test Output ```text $ uv run --with ruff ruff format --check scripts/tests/test_ci_workflow.py 1 file already formatted $ uv run --with ruff ruff check scripts/tests/test_ci_workflow.py All checks passed! $ uv run --with pytest pytest scripts/tests/test_ci_workflow.py -q 2 passed ``` ## Real Behavior Proof - Environment: GitHub Actions Ubuntu runner using Python 3.12.13; Codecov Action v5. - Exact command / steps: Run the CI Python test matrix, which writes `coverage-${{ matrix.shard }}.xml`, then runs the Codecov Action upload step. Inspect the uploader's discovered/uploaded report list. - Observed result: Before this change, raw CI logs showed the Action explicitly uploading `coverage-2.xml` and additionally discovering/uploading `coverage.xml`. This PR configures `disable_search: true`; the workflow contract test confirms the explicit report setting and search disablement. Runtime upload evidence will be added from this draft PR's CI run. - Not tested: Codecov's final cross-shard patch calculation; that depends on Codecov processing the reports after CI completes. ## Review Readiness - [x] I have performed a self-review - [x] This PR ready for human review ## Checklist - [x] My code follows project's style guidelines - [x] I have performed a self-review - [x] I commented my code, particularly in hard-to-understand areas - [x] I made corresponding changes documentation (not applicable) - [x] My changes generate no new warnings - [x] I added tests prove my fix is effective or feature works - [x] New and existing unit tests pass locally changes - [x] I did **not** edit `CHANGELOG.md` — generated by release-please from Conventional Commit PR title (a CI guard enforces this) ## Additional Notes This is intentionally limited to the Codecov upload configuration and its workflow contract test. It does not include the unrelated Copilot Keychain fix.
587 lines
22 KiB
YAML
587 lines
22 KiB
YAML
name: CI
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# Intelligent + parallel pipeline (cutover from the old 4-version matrix):
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# changes — paths-filter; skips heavy work for docs-only changes
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# build-wheel — compile the Rust ext ONCE (fast `ci` cargo profile), share via artifact
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# lint — ruff + mypy, once
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# prefetch-model — download the embedding model ONCE (authenticated), warm shared cache
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# test — 4 parallel shards (pytest-split), each a fresh runner VM; run offline
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# test-extras / test-agno / build / commitlint / workflow-validation / *-e2e — preserved
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#
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# Notes: CPU-only torch everywhere (no CUDA stack); test shards run HF_HUB_OFFLINE.
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# Multi-version (3.10/3.11/3.13) coverage on main is a planned follow-up.
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# Windows wheel (win_amd64) built separately — builds the Rust ext just like the
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# Linux wheel, then uploads as a separate artifact for downstream consumption.
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on:
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push:
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branches: [main]
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pull_request:
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branches: [main]
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paths-ignore:
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- 'docs/**'
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- 'wiki/**'
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- '**/*.md'
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workflow_dispatch:
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permissions:
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contents: read
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concurrency:
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group: ci-${{ github.workflow }}-${{ github.ref }}
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# Cancel superseded runs on PRs/branches, but never cancel a main build.
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cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
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env:
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PY_VERSION: "3.12"
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# CPU-only torch — runners have no GPU; the default CUDA wheels pull ~2.5 GB.
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PIP_EXTRA_INDEX_URL: https://download.pytorch.org/whl/cpu
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jobs:
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changes:
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runs-on: ubuntu-latest
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timeout-minutes: 5
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outputs:
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code: ${{ steps.filter.outputs.code }}
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native: ${{ steps.filter.outputs.native }}
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dashboard: ${{ steps.filter.outputs.dashboard }}
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packaging: ${{ steps.filter.outputs.packaging }}
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workflows: ${{ steps.filter.outputs.workflows }}
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steps:
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- uses: actions/checkout@v7
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- uses: dorny/paths-filter@v4
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id: filter
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with:
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filters: |
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code:
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- 'headroom/**'
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- 'crates/**'
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- '**/*.rs'
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- 'pyproject.toml'
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- 'Cargo.toml'
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- 'Cargo.lock'
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- 'tests/**'
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- 'scripts/**'
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- '.github/workflows/**'
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# native = anything that can change the compiled wrapper, the native
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# install flow, or the docker image (drives the scarce macOS/Windows
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# runners + docker E2E). A pure-Python logic change hits none of these.
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native:
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- 'headroom/cli/**'
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- 'headroom/install/**'
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- 'headroom/providers/**'
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- 'crates/**'
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- '**/*.rs'
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- 'Cargo.toml'
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- 'Cargo.lock'
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- 'rust-toolchain.toml'
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- 'docker/**'
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- 'Dockerfile'
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- 'e2e/**'
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- 'scripts/install*'
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- 'pyproject.toml'
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- '.github/workflows/**'
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dashboard:
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- 'headroom/dashboard/**'
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- '.github/workflows/**'
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# packaging = anything that changes how the wheel is built (so the
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# cross-platform wheel build only reruns when the build actually changes).
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packaging:
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- 'pyproject.toml'
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- 'Cargo.toml'
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- 'Cargo.lock'
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- 'uv.lock'
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- 'rust-toolchain.toml'
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- 'crates/**'
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- '**/*.rs'
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- 'scripts/**'
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- 'MANIFEST.in'
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- '.github/workflows/**'
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workflows:
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- '.github/workflows/**'
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lint:
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needs: changes
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if: needs.changes.outputs.code == 'true'
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runs-on: ubuntu-latest
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timeout-minutes: 10
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steps:
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- uses: actions/checkout@v7
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- uses: actions/setup-python@v6
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with:
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python-version: ${{ env.PY_VERSION }}
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- name: Cache pip
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uses: actions/cache@v6
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with:
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path: ~/.cache/pip
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key: ${{ runner.os }}-pip-lint-${{ hashFiles('pyproject.toml') }}
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restore-keys: ${{ runner.os }}-pip-lint-
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- name: Verify Ruff version alignment
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id: ruff-version
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run: echo "version=$(python scripts/verify-ruff-version.py --print-version)" >> "$GITHUB_OUTPUT"
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- run: python -m pip install --upgrade pip "ruff==${{ steps.ruff-version.outputs.version }}" "mypy==1.20.2"
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- name: ruff check
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run: ruff check .
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- name: ruff format --check
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run: ruff format --check .
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- name: mypy
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run: mypy headroom --ignore-missing-imports
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build-wheel:
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needs: changes
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if: needs.changes.outputs.code == 'true'
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runs-on: ubuntu-latest
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timeout-minutes: 30
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steps:
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- uses: actions/checkout@v7
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- uses: actions/setup-python@v6
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with:
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python-version: ${{ env.PY_VERSION }}
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- uses: dtolnay/rust-toolchain@1.96.0
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- uses: Swatinem/rust-cache@v2
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with:
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workspaces: ". -> target"
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- name: Build wheel once (fast CI cargo profile)
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run: |
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python -m pip install --upgrade pip maturin
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maturin build --profile ci --out dist --interpreter "python${PY_VERSION}"
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- uses: actions/upload-artifact@v7
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with:
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name: headroom-wheel
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path: dist/*.whl
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retention-days: 1
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build-wheel-windows:
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needs: changes
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if: needs.changes.outputs.packaging == 'true'
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runs-on: windows-latest
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timeout-minutes: 45
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steps:
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- uses: actions/checkout@v6
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- uses: actions/setup-python@v6
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with:
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python-version: ${{ env.PY_VERSION }}
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- uses: dtolnay/rust-toolchain@stable
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- uses: Swatinem/rust-cache@v2
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with:
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workspaces: ". -> target"
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- name: Build wheel (fast CI cargo profile)
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shell: bash
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run: |
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python -m pip install --upgrade pip maturin
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maturin build --profile ci --out dist --interpreter "python${{ env.PY_VERSION }}"
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- uses: actions/upload-artifact@v7
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with:
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name: headroom-wheel-windows
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path: dist/*.whl
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retention-days: 1
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prefetch-model:
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needs: changes
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if: needs.changes.outputs.code == 'true'
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runs-on: ubuntu-latest
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timeout-minutes: 20
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steps:
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- uses: actions/setup-python@v6
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with:
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python-version: ${{ env.PY_VERSION }}
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- name: Cache HuggingFace model
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id: hfcache
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uses: actions/cache@v6
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with:
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path: ~/.cache/huggingface
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key: ${{ runner.os }}-models-allMiniLM-v2
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- name: Fetch all-MiniLM-L6-v2 once (authenticated, resilient)
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if: steps.hfcache.outputs.cache-hit != 'true'
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env:
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HF_TOKEN: ${{ secrets.HF_TOKEN }}
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HF_HUB_DISABLE_TELEMETRY: "1"
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run: |
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python -m pip install --upgrade pip huggingface_hub
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for i in 1 2 3 4 5 6; do
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if python -c "from huggingface_hub import snapshot_download; snapshot_download('sentence-transformers/all-MiniLM-L6-v2')"; then exit 0; fi
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echo "::warning::model fetch attempt $i failed; backing off"; sleep $((i * 30))
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done
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echo "::error::could not fetch all-MiniLM-L6-v2 from HuggingFace"; exit 1
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test:
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needs: [changes, build-wheel, prefetch-model]
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if: needs.changes.outputs.code == 'true'
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runs-on: ubuntu-latest
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timeout-minutes: 30
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strategy:
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fail-fast: false
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matrix:
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shard: [1, 2, 3, 4]
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env:
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TRANSFORMERS_OFFLINE: "1"
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steps:
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- uses: actions/checkout@v7
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- uses: actions/setup-python@v6
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with:
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python-version: ${{ env.PY_VERSION }}
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- name: Cache pip
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uses: actions/cache@v6
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with:
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path: ~/.cache/pip
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key: ${{ runner.os }}-pip-${{ env.PY_VERSION }}-${{ hashFiles('pyproject.toml') }}
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restore-keys: ${{ runner.os }}-pip-${{ env.PY_VERSION }}-
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- name: Restore HuggingFace model cache (warmed by prefetch-model)
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id: restore-hfcache
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uses: actions/cache@v6
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with:
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path: ~/.cache/huggingface
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key: ${{ runner.os }}-models-allMiniLM-v2
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- name: Fallback model download if cache missed
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if: steps.restore-hfcache.outputs.cache-hit != 'true'
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env:
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HF_TOKEN: ${{ secrets.HF_TOKEN }}
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HF_HUB_DISABLE_TELEMETRY: "1"
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TRANSFORMERS_OFFLINE: "0"
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HF_HUB_OFFLINE: "0"
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run: |
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python -m pip install --upgrade pip huggingface_hub
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for i in 1 2 3 4 5 6; do
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if python -c "from huggingface_hub import snapshot_download; snapshot_download('sentence-transformers/all-MiniLM-L6-v2')"; then exit 0; fi
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if [ "$i" -lt 6 ]; then echo "::warning::fallback model fetch attempt $i failed; backing off"; sleep $((i * 30)); fi
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done
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echo "::error::could not fetch all-MiniLM-L6-v2 from HuggingFace (fallback)"; exit 1
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- name: Download prebuilt wheel
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uses: actions/download-artifact@v8
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with:
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name: headroom-wheel
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path: dist
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- name: Install (CPU torch + prebuilt wheel + dev deps, no cargo rebuild)
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run: |
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python -m pip install --upgrade pip
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pip install torch --index-url https://download.pytorch.org/whl/cpu --extra-index-url https://pypi.org/simple
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WHEEL="$(ls dist/*.whl)"
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pip install "${WHEEL}[dev]" pytest-split
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# cwd's ./headroom source tree shadows the installed wheel; copy the
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# compiled extension in so tests import it (no second cargo build).
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SITE="$(python -c 'import sysconfig; print(sysconfig.get_path("platlib"))')"
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cp "${SITE}/headroom/"_core*.so headroom/
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python -c "from headroom._core import DiffCompressor; print('headroom._core OK')"
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- name: Verify offline HuggingFace model cache
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env:
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HF_HUB_OFFLINE: "1"
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TRANSFORMERS_OFFLINE: "1"
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HF_HUB_DISABLE_TELEMETRY: "1"
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run: python scripts/ci/verify_hf_model_cache.py
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# Coverage upload: without this, codecov only receives reports from
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# the two native-e2e workflows (3 CLI test files total), so head
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# coverage reads ~6% and codecov/patch fails for ANY diff not
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# exercised by those files — a false negative on every PR. The main
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# suite runs here; its coverage must be what codecov sees.
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- name: Run test shard ${{ matrix.shard }}/4
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run: |
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pytest tests scripts/tests \
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--splits 4 --group ${{ matrix.shard }} \
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--cov=headroom --cov-branch \
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--cov-report=xml:coverage-${{ matrix.shard }}.xml \
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--cov-report= \
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--tb=short -q
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- name: Upload coverage shard ${{ matrix.shard }} to Codecov
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uses: codecov/codecov-action@v5
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with:
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files: coverage-${{ matrix.shard }}.xml
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disable_search: true
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flags: python
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name: python-shard-${{ matrix.shard }}
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# Token is sent so uploads authenticate once the repo is activated on
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# Codecov. Until then Codecov may 404 ("Repository not found"); either
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# way, coverage upload is reporting-only and must never fail a build
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# whose tests pass — so this stays non-blocking.
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token: ${{ secrets.CODECOV_TOKEN }}
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fail_ci_if_error: false
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test-extras:
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needs: [changes, build-wheel]
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if: needs.changes.outputs.code == 'true'
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runs-on: ubuntu-latest
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timeout-minutes: 30
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env:
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FASTEMBED_CACHE_PATH: ${{ github.workspace }}/.fastembed-cache
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steps:
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- uses: actions/checkout@v7
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- uses: actions/setup-python@v6
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with:
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python-version: ${{ env.PY_VERSION }}
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- name: Cache pip
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uses: actions/cache@v6
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with:
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path: ~/.cache/pip
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key: ${{ runner.os }}-pip-extras-${{ hashFiles('pyproject.toml') }}
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restore-keys: ${{ runner.os }}-pip-extras-
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- name: Cache fastembed model
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uses: actions/cache@v6
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with:
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path: ${{ github.workspace }}/.fastembed-cache
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key: ${{ runner.os }}-fastembed-bge-small-v1
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- name: Download prebuilt wheel
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uses: actions/download-artifact@v8
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with:
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name: headroom-wheel
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path: dist
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- name: Install (CPU torch + wheel[dev,relevance])
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run: |
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python -m pip install --upgrade pip
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pip install torch --index-url https://download.pytorch.org/whl/cpu --extra-index-url https://pypi.org/simple
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WHEEL="$(ls dist/*.whl)"
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pip install "${WHEEL}[dev,relevance]"
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SITE="$(python -c 'import sysconfig; print(sysconfig.get_path("platlib"))')"
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cp "${SITE}/headroom/"_core*.so headroom/
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python -c "from headroom._core import SmartCrusher; print('headroom._core OK')"
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- name: Pre-fetch fastembed model (authenticated, resilient)
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env:
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HF_TOKEN: ${{ secrets.HF_TOKEN }}
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HF_HUB_DISABLE_TELEMETRY: "1"
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run: |
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for i in 1 2 3 4 5; do
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if python -c "from fastembed import TextEmbedding; TextEmbedding('BAAI/bge-small-en-v1.5')"; then exit 0; fi
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echo "::warning::fastembed fetch attempt $i failed; backing off"; sleep $((i * 20))
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done
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echo "::error::could not fetch fastembed model from HuggingFace"; exit 1
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- name: Run relevance tests
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# Offline so fastembed reads the cache the prefetch step just warmed,
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# without an unauthenticated cache-validation HEAD that could 429.
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env:
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HF_HUB_OFFLINE: "1"
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TRANSFORMERS_OFFLINE: "1"
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run: pytest tests/test_relevance.py -v
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test-agno:
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needs: [changes, build-wheel]
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if: needs.changes.outputs.code == 'true'
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runs-on: ubuntu-latest
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timeout-minutes: 20
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steps:
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- uses: actions/checkout@v7
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- uses: actions/setup-python@v6
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with:
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python-version: ${{ env.PY_VERSION }}
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- name: Download prebuilt wheel
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uses: actions/download-artifact@v8
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with:
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name: headroom-wheel
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path: dist
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- name: Install (CPU torch + wheel[dev,agno])
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run: |
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python -m pip install --upgrade pip
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pip install torch --index-url https://download.pytorch.org/whl/cpu --extra-index-url https://pypi.org/simple
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WHEEL="$(ls dist/*.whl)"
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pip install "${WHEEL}[dev,agno]"
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SITE="$(python -c 'import sysconfig; print(sysconfig.get_path("platlib"))')"
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cp "${SITE}/headroom/"_core*.so headroom/
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- name: Run agno tests
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run: pytest tests/test_integrations/agno/ -v
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test-dashboard-ui:
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needs: [changes, build-wheel]
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if: needs.changes.outputs.dashboard == 'true'
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runs-on: ubuntu-latest
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timeout-minutes: 20
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steps:
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- uses: actions/checkout@v7
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- uses: actions/setup-python@v6
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with:
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python-version: ${{ env.PY_VERSION }}
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- name: Download prebuilt wheel
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uses: actions/download-artifact@v8
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with:
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name: headroom-wheel
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path: dist
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- name: Install (CPU torch + wheel[dev] + playwright)
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run: |
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python -m pip install --upgrade pip
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pip install torch --index-url https://download.pytorch.org/whl/cpu --extra-index-url https://pypi.org/simple
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WHEEL="$(ls dist/*.whl)"
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pip install "${WHEEL}[dev]" playwright
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SITE="$(python -c 'import sysconfig; print(sysconfig.get_path("platlib"))')"
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cp "${SITE}/headroom/"_core*.so headroom/
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- name: Install chromium
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run: playwright install --with-deps chromium
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- name: Run dashboard playwright tests
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# Stub-based dashboard tests only (routes fully mocked, no network).
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# tests/test_dashboard/test_live_feed.py needs a live proxy on
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# localhost:8787 and stays excluded; the main shards keep skipping
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# these via importorskip since playwright is not installed there.
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env:
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HEADROOM_PLAYWRIGHT_ARTIFACT_DIR: ${{ runner.temp }}/playwright-artifacts
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run: pytest tests/test_dashboard_*_playwright.py -v
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- name: Upload dashboard screenshots
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if: always()
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uses: actions/upload-artifact@v7
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with:
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name: dashboard-playwright-artifacts
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path: ${{ runner.temp }}/playwright-artifacts
|
|
if-no-files-found: ignore
|
|
retention-days: 7
|
|
|
|
commitlint:
|
|
if: github.event_name == 'pull_request'
|
|
runs-on: ubuntu-latest
|
|
timeout-minutes: 5
|
|
steps:
|
|
- uses: actions/checkout@v7
|
|
with:
|
|
fetch-depth: 0
|
|
- uses: wagoid/commitlint-github-action@v6
|
|
with:
|
|
configFile: .commitlintrc.json
|
|
|
|
build:
|
|
needs: changes
|
|
if: needs.changes.outputs.code == 'true'
|
|
runs-on: ubuntu-latest
|
|
timeout-minutes: 30
|
|
steps:
|
|
- uses: actions/checkout@v7
|
|
- uses: actions/setup-python@v6
|
|
with:
|
|
python-version: "3.11"
|
|
- name: Cache pip
|
|
uses: actions/cache@v6
|
|
with:
|
|
path: ~/.cache/pip
|
|
key: ${{ runner.os }}-pip-build-${{ hashFiles('pyproject.toml') }}
|
|
restore-keys: ${{ runner.os }}-pip-build-
|
|
- uses: dtolnay/rust-toolchain@1.96.0
|
|
- uses: Swatinem/rust-cache@v2
|
|
with:
|
|
workspaces: ". -> target"
|
|
# Smoke check that the SHIPPED build (release profile) + sdist are wired
|
|
# right; release.yml's matrix is what actually publishes to PyPI.
|
|
- name: Install build tools
|
|
run: |
|
|
python -m pip install --upgrade pip
|
|
pip install 'maturin>=1.5,<2.0' twine
|
|
- name: Build wheel + sdist
|
|
run: |
|
|
maturin sdist --out dist
|
|
maturin build --release --out dist
|
|
- name: Check package
|
|
run: twine check dist/*
|
|
|
|
workflow-validation:
|
|
needs: changes
|
|
if: needs.changes.outputs.workflows == 'true'
|
|
runs-on: ubuntu-latest
|
|
timeout-minutes: 10
|
|
steps:
|
|
- uses: actions/checkout@v7
|
|
- name: Cache actionlint + act
|
|
id: tools-cache
|
|
uses: actions/cache@v6
|
|
with:
|
|
path: |
|
|
/usr/local/bin/actionlint
|
|
/usr/local/bin/act
|
|
# Key off the workflow file itself: when someone updates the
|
|
# download URLs to a newer tool version, the hash changes and
|
|
# the cache busts automatically.
|
|
key: ${{ runner.os }}-ci-tools-${{ hashFiles('.github/workflows/ci.yml') }}
|
|
|
|
- name: Install actionlint
|
|
if: steps.tools-cache.outputs.cache-hit != 'true'
|
|
run: |
|
|
curl -fsSL https://raw.githubusercontent.com/rhysd/actionlint/main/scripts/download-actionlint.bash | bash
|
|
sudo mv ./actionlint /usr/local/bin/actionlint
|
|
|
|
- name: Install act
|
|
if: steps.tools-cache.outputs.cache-hit != 'true'
|
|
run: |
|
|
curl -fsSL https://raw.githubusercontent.com/nektos/act/master/install.sh | sudo bash
|
|
sudo install ./bin/act /usr/local/bin/act
|
|
- name: Validate workflow files
|
|
run: bash scripts/validate-workflows.sh
|
|
|
|
docker-native-e2e:
|
|
needs: changes
|
|
if: needs.changes.outputs.native == 'true'
|
|
runs-on: ubuntu-latest
|
|
timeout-minutes: 45
|
|
steps:
|
|
- uses: actions/checkout@v7
|
|
- uses: actions/setup-python@v6
|
|
with:
|
|
python-version: "3.11"
|
|
- name: Build local Headroom image
|
|
run: docker build -t headroom-native-e2e:latest .
|
|
- name: Run Docker-native installer e2e
|
|
env:
|
|
HEADROOM_DOCKER_IMAGE: headroom-native-e2e:latest
|
|
run: bash e2e/docker-native-install.sh
|
|
- name: Run Docker-native compose smoke test
|
|
env:
|
|
HEADROOM_IMAGE: headroom-native-e2e:latest
|
|
HEADROOM_HOST_HOME: ${{ github.workspace }}
|
|
HEADROOM_WORKSPACE: ${{ github.workspace }}
|
|
run: |
|
|
mkdir -p .headroom .claude .codex .gemini
|
|
trap 'docker compose -f docker/docker-compose.native.yml down -v' EXIT
|
|
docker compose -f docker/docker-compose.native.yml up -d proxy
|
|
for attempt in $(seq 1 30); do
|
|
if curl --fail --silent http://127.0.0.1:8787/readyz >/dev/null; then
|
|
break
|
|
fi
|
|
if [ "$attempt" -eq 30 ]; then
|
|
docker compose -f docker/docker-compose.native.yml logs proxy
|
|
exit 1
|
|
fi
|
|
sleep 1
|
|
done
|
|
- name: Run Docker-native wrap e2e
|
|
run: |
|
|
docker build -f e2e/wrap/Dockerfile -t headroom-wrap-e2e .
|
|
docker run --rm headroom-wrap-e2e
|
|
- name: Run Docker-native init e2e
|
|
run: |
|
|
docker build -f e2e/init/Dockerfile -t headroom-init-e2e .
|
|
docker run --rm headroom-init-e2e
|
|
|
|
windows-native-wrapper:
|
|
needs: changes
|
|
if: needs.changes.outputs.native == 'true'
|
|
runs-on: windows-latest
|
|
timeout-minutes: 20
|
|
steps:
|
|
- uses: actions/checkout@v7
|
|
- uses: actions/setup-python@v6
|
|
with:
|
|
python-version: "3.12"
|
|
- name: Install test dependencies
|
|
run: |
|
|
python -m pip install --upgrade pip
|
|
pip install pytest
|
|
- name: Run native installer wrapper tests
|
|
run: pytest tests/test_install/test_native_installers.py -q
|
|
|
|
macos-native-wrapper:
|
|
needs: changes
|
|
if: needs.changes.outputs.native == 'true'
|
|
runs-on: macos-latest
|
|
timeout-minutes: 20
|
|
steps:
|
|
- uses: actions/checkout@v7
|
|
- uses: actions/setup-python@v6
|
|
with:
|
|
python-version: "3.11"
|
|
- name: Install bash and test dependencies
|
|
run: |
|
|
brew install bash
|
|
python -m pip install --upgrade pip
|
|
python -m pip install --retries 10 --timeout 60 pytest
|
|
- name: Run native installer wrapper tests
|
|
run: |
|
|
BASH_PREFIX="$(brew --prefix bash)"
|
|
export PATH="$BASH_PREFIX/bin:$PATH"
|
|
pytest tests/test_install/test_native_installers.py -q
|