feat: broaden CPU and platform coverage across PyPI, nodes, and crate… (#26)
* feat: broaden CPU and platform coverage across PyPI, nodes, and crates.io Replace static SIMD with runtime CPU-feature dispatch and expand the release wheel matrix so one set of artifacts runs on any target CPU and platform without illegal-instruction crashes. Rust core: - Add multiversion runtime dispatch (crates/ferro_ta_core/src/simd.rs); drop compile-time `wide`. `simd` feature is now default-on and forwarded through the pyo3 crate, and stays compatible with #![forbid(unsafe_code)]. Packaging: - abi3-py310: one cp310-abi3 wheel per platform (covers CPython 3.10+). - CI matrix adds Linux aarch64 + musllinux (x86_64/aarch64) and Windows arm64. Node/Docker + docs: - api/Dockerfile: document baseline+dispatch (no target-cpu pin) and add a fail-fast import check; aarch64 containers now install cleanly. - Rewrite docs/guides/simd.md; fix stale `wide` mention in ADR 0003. - Add ADR 0006 (CPU coverage strategy). Also bundles in-flight release prep already staged in the tree (DTW exception types, SBOM/provenance security, supporting docs). * fix(ci): clear cargo-deny and pip-audit failures; apply dependency bumps cargo-deny (advisories): - Ignore pyo3 RUSTSEC-2026-0176 / RUSTSEC-2026-0177 in deny.toml with a documented rationale: ferro-ta uses neither affected code path (PyList/PyTuple nth iterators; PyCFunction::new_closure). Upstream fix needs pyo3 >=0.29 (large API migration), tracked as a follow-up. pip-audit: - Bump dev lockfile idna 3.18, pytest 9.1.1, urllib3 2.7.0 to clear PYSEC-2026-215, CVE-2025-71176, PYSEC-2026-141/142. Dependency bumps (supersede open dependabot PRs; they auto-close on merge): - cargo: log 0.4.32, serde_json 1.0.150, rayon 1.12.0 - api/requirements.txt: uvicorn>=0.49.0, pydantic>=2.13.4, ferro-ta>=1.1.4 - CI actions: deploy-pages v5, upload-pages-artifact v5, action-gh-release v3 The open `wide` 1.5.0 bump (PR #24) is obsolete — the crate is removed in this branch. * chore: address CodeRabbit review; remove docs/adr section CodeRabbit findings: - CI sbom job: add `attestations: write` so attest-build-provenance can run (it had only contents:write + id-token:write). - simd.rs: vectorize `wma_seed` with lane-local accumulators — it was scalar behind the multiversion wrapper, adding dispatch overhead for no SIMD gain. - CHANGELOG: consolidate the duplicate `### Changed` heading. - python/ferro_ta/__init__.py: also re-export the `FerroTaError` alias. - docs/guides/dtw.md: soften "byte-for-byte" parity to within-tolerance. Remove docs/adr/ at maintainer request and clean up the ADR links in the SIMD and DTW guides. The ADR files remain in commit 9506a30 if ever needed.
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