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- CI actions: deploy-pages v5, upload-pages-artifact v5, action-gh-release v3 The open `wide` 1.5.0 bump (PR #24) is obsolete — the crate is removed in this branch.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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@@ -110,8 +110,14 @@ __version__ = _detect_version()
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# ---------------------------------------------------------------------------
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from ferro_ta.core.exceptions import ( # noqa: F401
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FerroTAError,
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FerroTaError,
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FerroTAInputError,
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FerroTAValueError,
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InsufficientDataError,
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InvalidInputError,
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InvalidPeriodError,
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LengthMismatchError,
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NumericConvergenceError,
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)
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# ---------------------------------------------------------------------------
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@@ -131,6 +131,63 @@ class FerroTAInputError(FerroTAError, ValueError):
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code = "FTERR002"
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# ---------------------------------------------------------------------------
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# Finer-grained exception subclasses (added in 1.2.0).
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#
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# These are drop-in compatible with the base classes: every subclass still
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# inherits from ``FerroTAError`` and ``ValueError``, so existing user code
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# like ``except FerroTAValueError:`` or ``except ValueError:`` keeps working.
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# The subclasses exist so users can catch *specific* failure modes without
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# string-matching on the error message.
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# ---------------------------------------------------------------------------
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class InvalidPeriodError(FerroTAValueError):
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"""Parameter like ``timeperiod``, ``fastperiod``, ``slowperiod`` is out of range.
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Default error code: ``FTERR001``.
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"""
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class InsufficientDataError(FerroTAInputError):
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"""Input array is shorter than the minimum required for the indicator.
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Default error code: ``FTERR003``.
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"""
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code = "FTERR003"
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class LengthMismatchError(FerroTAInputError):
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"""Two or more input arrays (e.g. OHLC) have different lengths.
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Default error code: ``FTERR004``.
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"""
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code = "FTERR004"
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class NumericConvergenceError(FerroTAValueError):
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"""An iterative calculation failed to converge within tolerance.
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Raised by iterative pricing models (implied volatility root-finding,
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Newton-Raphson, etc.) when the maximum iteration count is exhausted.
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"""
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class InvalidInputError(FerroTAInputError):
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"""Input contains NaN/Inf in strict mode, wrong dtype, or wrong shape.
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Default error code: ``FTERR005``.
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"""
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code = "FTERR005"
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# Public aliases that match the names documented in the README and
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# CHANGELOG [Unreleased] section.
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FerroTaError = FerroTAError # type: ignore[misc]
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# ---------------------------------------------------------------------------
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# Validation helpers (called by Python wrappers)
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# ---------------------------------------------------------------------------
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@@ -154,7 +211,7 @@ def check_timeperiod(value: int, name: str = "timeperiod", minimum: int = 1) ->
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If ``value < minimum``.
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"""
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if value < minimum:
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raise FerroTAValueError(
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raise InvalidPeriodError(
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f"{name} must be >= {minimum}, got {value}",
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suggestion=f"Set {name}={minimum} or higher.",
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)
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@@ -193,7 +250,7 @@ def check_equal_length(**arrays: object) -> None:
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if len(set(lengths.values())) > 1:
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detail = ", ".join(f"{k}={v}" for k, v in lengths.items())
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raise FerroTAInputError(
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raise LengthMismatchError(
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f"All input arrays must have the same length. Got: {detail}",
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code=_CODE_LENGTH_MISMATCH,
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suggestion="Trim or align your arrays so that open, high, low, close, and volume all have the same number of rows.",
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@@ -223,7 +280,7 @@ def check_finite(arr: object, name: str = "input") -> None:
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a = np.asarray(arr, dtype=np.float64)
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if not np.all(np.isfinite(a)):
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raise FerroTAInputError(
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raise InvalidInputError(
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f"{name} contains NaN or Inf values. "
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"ferro_ta propagates NaN by default; call check_finite() only "
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"when you require all-finite inputs.",
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@@ -255,7 +312,7 @@ def check_min_length(arr: object, min_len: int, name: str = "input") -> None:
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elif hasattr(arr, "shape"):
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length = arr.shape[0] # type: ignore[union-attr]
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if length < min_len:
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raise FerroTAInputError(
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raise InsufficientDataError(
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f"{name} must have at least {min_len} elements, got {length}",
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code=_CODE_TOO_SHORT,
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suggestion=f"Provide at least {min_len} data points. Current length: {length}.",
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