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//! Safe owned scalar B-splines backed by the reviewed SLATEC B-spline package.
//!
//! [`BSpline`] represents the native scalar form
//! `sum_j coefficients[j] * B_j,order(x)`. It owns its nondecreasing knot
//! vector and coefficient vector, and retains the B-spline *order* (one more
//! than the polynomial degree). `f32` calls `BVALU` and `BSQAD`; `f64` calls
//! `DBVALU` and `DBSQAD`.
//!
//! This is intentionally a narrow representation API. It constructs exact
//! interpolants only through `BINTK`/`DBINTK` with a caller-supplied complete
//! knot sequence; it does not invent a knot policy. It does not expose basis
//! functions, tensor-product splines, smoothing, NURBS, arbitrary strides, or
//! matrix adapters. Native calls are serialized through the process-wide
//! runtime lock because the reachable XERROR subsystem is process-global.
//! Inputs are prevalidated so that reviewed `XERMSG` paths are unreachable in
//! safe calls; the XERROR control setting is nevertheless scoped and restored
//! around every native call.
use alloc::vec::Vec;
use core::convert::TryFrom;
use core::ops::RangeInclusive;
use slatec_sys::FortranInteger;
use crate::runtime::{lock_native, permit_recoverable_native_statuses};
/// An error from B-spline validation, allocation, or a contradicted native contract.
#[derive(Clone, Debug, Eq, PartialEq)]
pub enum BSplineError {
/// The order is zero or cannot fit SLATEC's `INTEGER` ABI.
InvalidOrder,
/// There are fewer coefficients than the B-spline order requires.
TooFewCoefficients,
/// The knot length is not exactly `coefficients.len() + order`.
KnotCountMismatch {
/// The required number of knots.
expected: usize,
/// The supplied number of knots.
actual: usize,
},
/// A knot, coefficient, or query was NaN or infinite.
NonFiniteInput,
/// The knot vector decreases at the named zero-based position.
KnotsNotNondecreasing {
/// The index of the latter knot in the decreasing adjacent pair.
index: usize,
},
/// One identical-knot run exceeds the B-spline order.
ExcessiveKnotMultiplicity {
/// The first zero-based index of the invalid equal-knot run.
index: usize,
},
/// The basic B-spline domain has no positive width.
EmptyDomain,
/// An evaluation or integration endpoint is outside the basic knot domain.
OutOfDomain,
/// The requested derivative is not below the B-spline order.
DerivativeOrderTooHigh {
/// The requested derivative order.
requested: usize,
/// The maximum supported derivative order.
maximum: usize,
},
/// A caller-provided output buffer does not match the query length.
OutputLengthMismatch {
/// Number of query points.
expected: usize,
/// Number of output elements.
actual: usize,
},
/// Interpolation nodes and ordinates have different lengths.
InterpolationLengthMismatch {
/// Number of interpolation abscissae.
nodes: usize,
/// Number of interpolation ordinates.
values: usize,
},
/// The selected B-spline order needs more interpolation points.
TooFewInterpolationPoints {
/// Number of supplied interpolation points.
points: usize,
/// Requested B-spline order.
order: usize,
},
/// Cubic `BINT4`/`DBINT4` interpolation needs at least two data points.
TooFewCubicInterpolationPoints {
/// Number of supplied interpolation points.
points: usize,
},
/// An interpolation abscissa was NaN or infinite.
NonFiniteInterpolationNode {
/// Zero-based position of the invalid abscissa.
index: usize,
},
/// An interpolation ordinate was NaN or infinite.
NonFiniteInterpolationValue {
/// Zero-based position of the invalid ordinate.
index: usize,
},
/// Interpolation abscissae are not strictly increasing at this zero-based index.
InterpolationNodesNotStrictlyIncreasing {
/// Index of the latter abscissa in the invalid adjacent pair.
index: usize,
},
/// The supplied knot sequence violates BINTK/DBINTK's
/// Schoenberg--Whitney solvability condition at this zero-based data index.
SchoenbergWhitneyViolation {
/// Index of the interpolation abscissa outside its required support.
index: usize,
},
/// The reviewed interpolation factorization did not yield a spline that
/// reproduces the validated data within the native precision's tolerance.
///
/// This is the safe mapping for BINTK/DBINTK's singular-system XERROR
/// path, which has no ordinary output status argument.
SingularInterpolationSystem,
/// `BSQAD`/`DBSQAD` support orders at most twenty.
IntegrationOrderTooHigh {
/// The B-spline order.
order: usize,
/// The native integration limit.
maximum: usize,
},
/// A dimension or exact workspace formula does not fit the native ABI.
DimensionOverflow,
/// A fallible allocation for private native work storage failed.
AllocationFailed,
/// A prescribed cubic endpoint derivative was NaN or infinite.
NonFiniteCubicBoundaryCondition,
/// Explicit cubic exterior knots were not finite, nondecreasing on their
/// own side, or strictly exterior to the interpolation domain.
InvalidCubicExteriorKnots,
/// Native behavior contradicted the reviewed B-spline contract.
NativeContractViolation {
/// A short explanation of the impossible native behavior.
detail: &'static str,
},
}
/// Controls handling of a finite query outside the B-spline basic domain.
#[derive(Clone, Copy, Debug, Eq, PartialEq)]
pub enum Extrapolation {
/// Reject the query before native entry.
Error,
/// Evaluate the appropriate endpoint limit instead of extrapolating.
///
/// This is Rust-side clamping, not a native extrapolation mode. A query
/// below the domain uses the left endpoint and a query above it uses the
/// right endpoint.
Clamp,
}
/// A source-accurate endpoint condition for `BINT4`/`DBINT4` cubic interpolation.
#[derive(Clone, Copy, Debug, PartialEq)]
pub enum CubicBoundaryCondition<T> {
/// Constrains the first derivative at the corresponding endpoint.
FirstDerivative(T),
/// Constrains the second derivative at the corresponding endpoint.
SecondDerivative(T),
}
/// Exterior-knot policy for `BINT4`/`DBINT4` cubic interpolation.
#[derive(Clone, Copy, Debug, PartialEq)]
pub enum CubicKnotPlacement<T> {
/// Repeats each endpoint four times. This is the source's `KNTOPT = 1`
/// choice and is suitable when extrapolation is not anticipated.
EndpointMultiplicity,
/// Uses the source's symmetric exterior-knot construction (`KNTOPT = 2`).
SymmetricExtension,
/// Supplies the three nondecreasing knots strictly to the left of the
/// first node and the three nondecreasing knots strictly to the right of
/// the last node (`KNTOPT = 3`).
Explicit {
/// Exterior knots left of the first interpolation node.
left: [T; 3],
/// Exterior knots right of the last interpolation node.
right: [T; 3],
},
}
/// An owned univariate scalar B-spline in the exact reviewed SLATEC storage format.
///
/// The spline owns a nondecreasing knot vector of length `N + K`, a
/// coefficient vector of length `N`, and the order `K`. Its basic closed
/// domain is `knots[K - 1]..=knots[N]`; at an interior knot the native
/// evaluator takes the right limit, while at the right endpoint it takes the
/// left limit. No vectors are sorted, merged, or altered after construction.
#[derive(Clone, Debug, PartialEq)]
pub struct BSpline<T> {
knots: Vec<T>,
coefficients: Vec<T>,
order: usize,
}
impl<T> BSpline<T> {
/// Returns the exact native B-spline storage for internal representation conversion.
///
/// This is crate-visible only: public callers use checked construction and
/// the explicit PP conversion exposed by the piecewise-polynomial family.
#[cfg_attr(not(feature = "piecewise-polynomial"), allow(dead_code))]
pub(crate) fn native_parts(&self) -> (&[T], &[T], usize) {
(&self.knots, &self.coefficients, self.order)
}
/// Returns the owned nondecreasing knot sequence.
#[must_use]
pub fn knots(&self) -> &[T] {
&self.knots
}
/// Returns the B-spline coefficients in native order.
#[must_use]
pub fn coefficients(&self) -> &[T] {
&self.coefficients
}
/// Returns the B-spline order `K`.
#[must_use]
pub const fn order(&self) -> usize {
self.order
}
/// Returns the polynomial degree, equal to `order() - 1`.
#[must_use]
pub const fn degree(&self) -> usize {
self.order - 1
}
/// Returns the number of coefficients.
#[must_use]
pub fn coefficient_count(&self) -> usize {
self.coefficients.len()
}
/// Returns the closed basic domain on which SLATEC evaluates this spline.
#[must_use]
pub fn domain(&self) -> RangeInclusive<T>
where
T: Copy,
{
self.knots[self.order - 1]..=self.knots[self.coefficients.len()]
}
}
mod sealed {
pub trait Sealed {}
impl Sealed for f32 {}
impl Sealed for f64 {}
}
trait BSplineScalar: sealed::Sealed + Copy + Default + PartialOrd {
/// Returns whether the scalar is finite.
fn finite(self) -> bool;
/// Calls `BVALU` or `DBVALU`.
///
/// # Safety
///
/// Every pointer must satisfy the complete reviewed native contract.
#[allow(clippy::too_many_arguments)]
unsafe fn evaluate_native(
knots: *const Self,
coefficients: *const Self,
coefficient_count: &FortranInteger,
order: &FortranInteger,
derivative_order: &FortranInteger,
point: &Self,
interval_state: &mut FortranInteger,
workspace: *mut Self,
) -> Self;
/// Calls `BSQAD` or `DBSQAD`.
///
/// # Safety
///
/// Every pointer must satisfy the complete reviewed native contract.
#[allow(clippy::too_many_arguments)]
unsafe fn integrate_native(
knots: *const Self,
coefficients: *const Self,
coefficient_count: &FortranInteger,
order: &FortranInteger,
lower: &Self,
upper: &Self,
integral: &mut Self,
workspace: *mut Self,
);
/// Calls `BINTK` or `DBINTK`.
///
/// # Safety
///
/// Every pointer must satisfy the complete reviewed native contract.
#[allow(clippy::too_many_arguments)]
unsafe fn interpolate_native(
nodes: *const Self,
values: *const Self,
knots: *const Self,
point_count: &FortranInteger,
order: &FortranInteger,
coefficients: *mut Self,
factorization: *mut Self,
workspace: *mut Self,
);
/// Calls `BINT4` or `DBINT4`.
///
/// # Safety
///
/// Every pointer must satisfy the complete reviewed cubic-constructor
/// contract.
#[cfg(feature = "bspline-cubic-interpolation")]
#[allow(clippy::too_many_arguments)]
unsafe fn interpolate_cubic_native(
nodes: *const Self,
values: *const Self,
point_count: &mut FortranInteger,
left_boundary_kind: &mut FortranInteger,
right_boundary_kind: &mut FortranInteger,
left_boundary_value: &mut Self,
right_boundary_value: &mut Self,
knot_placement: &mut FortranInteger,
knots: *mut Self,
coefficients: *mut Self,
coefficient_count: &mut FortranInteger,
order: &mut FortranInteger,
workspace: *mut Self,
);
/// Returns whether a native interpolation result reproduces one ordinate
/// within a scale-aware, precision-specific audit tolerance.
fn interpolation_matches(
expected: Self,
actual: Self,
point_count: usize,
order: usize,
) -> bool;
}
impl BSplineScalar for f32 {
fn finite(self) -> bool {
self.is_finite()
}
unsafe fn evaluate_native(
knots: *const Self,
coefficients: *const Self,
coefficient_count: &FortranInteger,
order: &FortranInteger,
derivative_order: &FortranInteger,
point: &Self,
interval_state: &mut FortranInteger,
workspace: *mut Self,
) -> Self {
// SAFETY: upheld by this trait's safety contract.
unsafe {
slatec_sys::bspline::bvalu(
knots,
coefficients,
coefficient_count,
order,
derivative_order,
point,
interval_state,
workspace,
)
}
}
unsafe fn integrate_native(
knots: *const Self,
coefficients: *const Self,
coefficient_count: &FortranInteger,
order: &FortranInteger,
lower: &Self,
upper: &Self,
integral: &mut Self,
workspace: *mut Self,
) {
// SAFETY: upheld by this trait's safety contract.
unsafe {
slatec_sys::bspline::bsqad(
knots,
coefficients,
coefficient_count,
order,
lower,
upper,
integral,
workspace,
)
}
}
unsafe fn interpolate_native(
nodes: *const Self,
values: *const Self,
knots: *const Self,
point_count: &FortranInteger,
order: &FortranInteger,
coefficients: *mut Self,
factorization: *mut Self,
workspace: *mut Self,
) {
// SAFETY: upheld by this trait's safety contract.
unsafe {
slatec_sys::bspline::bintk(
nodes,
values,
knots,
point_count,
order,
coefficients,
factorization,
workspace,
)
}
}
#[cfg(feature = "bspline-cubic-interpolation")]
unsafe fn interpolate_cubic_native(
nodes: *const Self,
values: *const Self,
point_count: &mut FortranInteger,
left_boundary_kind: &mut FortranInteger,
right_boundary_kind: &mut FortranInteger,
left_boundary_value: &mut Self,
right_boundary_value: &mut Self,
knot_placement: &mut FortranInteger,
knots: *mut Self,
coefficients: *mut Self,
coefficient_count: &mut FortranInteger,
order: &mut FortranInteger,
workspace: *mut Self,
) {
// SAFETY: upheld by this trait's safety contract.
unsafe {
slatec_sys::interpolation::bint4(
nodes.cast_mut(),
values.cast_mut(),
point_count,
left_boundary_kind,
right_boundary_kind,
left_boundary_value,
right_boundary_value,
knot_placement,
knots,
coefficients,
coefficient_count,
order,
workspace,
)
}
}
fn interpolation_matches(
expected: Self,
actual: Self,
point_count: usize,
order: usize,
) -> bool {
let scale = expected.abs().max(actual.abs()).max(1.0);
let factor = 128.0 * f32::EPSILON * (point_count.max(order) as f32);
(expected - actual).abs() <= factor * scale
}
}
impl BSplineScalar for f64 {
fn finite(self) -> bool {
self.is_finite()
}
unsafe fn evaluate_native(
knots: *const Self,
coefficients: *const Self,
coefficient_count: &FortranInteger,
order: &FortranInteger,
derivative_order: &FortranInteger,
point: &Self,
interval_state: &mut FortranInteger,
workspace: *mut Self,
) -> Self {
// SAFETY: upheld by this trait's safety contract.
unsafe {
slatec_sys::bspline::dbvalu(
knots,
coefficients,
coefficient_count,
order,
derivative_order,
point,
interval_state,
workspace,
)
}
}
unsafe fn integrate_native(
knots: *const Self,
coefficients: *const Self,
coefficient_count: &FortranInteger,
order: &FortranInteger,
lower: &Self,
upper: &Self,
integral: &mut Self,
workspace: *mut Self,
) {
// SAFETY: upheld by this trait's safety contract.
unsafe {
slatec_sys::bspline::dbsqad(
knots,
coefficients,
coefficient_count,
order,
lower,
upper,
integral,
workspace,
)
}
}
unsafe fn interpolate_native(
nodes: *const Self,
values: *const Self,
knots: *const Self,
point_count: &FortranInteger,
order: &FortranInteger,
coefficients: *mut Self,
factorization: *mut Self,
workspace: *mut Self,
) {
// SAFETY: upheld by this trait's safety contract.
unsafe {
slatec_sys::bspline::dbintk(
nodes,
values,
knots,
point_count,
order,
coefficients,
factorization,
workspace,
)
}
}
#[cfg(feature = "bspline-cubic-interpolation")]
unsafe fn interpolate_cubic_native(
nodes: *const Self,
values: *const Self,
point_count: &mut FortranInteger,
left_boundary_kind: &mut FortranInteger,
right_boundary_kind: &mut FortranInteger,
left_boundary_value: &mut Self,
right_boundary_value: &mut Self,
knot_placement: &mut FortranInteger,
knots: *mut Self,
coefficients: *mut Self,
coefficient_count: &mut FortranInteger,
order: &mut FortranInteger,
workspace: *mut Self,
) {
// SAFETY: upheld by this trait's safety contract.
unsafe {
slatec_sys::interpolation::dbint4(
nodes.cast_mut(),
values.cast_mut(),
point_count,
left_boundary_kind,
right_boundary_kind,
left_boundary_value,
right_boundary_value,
knot_placement,
knots,
coefficients,
coefficient_count,
order,
workspace,
)
}
}
fn interpolation_matches(
expected: Self,
actual: Self,
point_count: usize,
order: usize,
) -> bool {
let scale = expected.abs().max(actual.abs()).max(1.0);
let factor = 128.0 * f64::EPSILON * (point_count.max(order) as f64);
(expected - actual).abs() <= factor * scale
}
}
#[allow(private_bounds)]
impl<T: BSplineScalar> BSpline<T> {
fn from_parts_impl(
knots: Vec<T>,
coefficients: Vec<T>,
order: usize,
) -> Result<Self, BSplineError> {
validate_parts(&knots, &coefficients, order)?;
Ok(Self {
knots,
coefficients,
order,
})
}
fn evaluate_impl(&self, point: T) -> Result<T, BSplineError> {
self.evaluate_with_extrapolation_impl(point, Extrapolation::Error)
}
fn interpolate_with_knots_impl(
nodes: &[T],
values: &[T],
knots: &[T],
order: usize,
) -> Result<Self, BSplineError> {
validate_interpolation_input(nodes, values, knots, order)?;
let point_count = native_len(nodes.len())?;
let order_native = native_len(order)?;
let mut coefficients = zeroed(nodes.len())?;
let mut factorization = zeroed(interpolation_factorization_len(nodes.len(), order)?)?;
let mut workspace = zeroed(interpolation_workspace_len(order)?)?;
let owned_knots = copied(knots)?;
{
let _native = lock_native();
let _xerror = permit_recoverable_native_statuses();
// SAFETY: Rust preflight establishes BINTK/DBINTK's exact
// contract: N >= K >= 1, finite strictly increasing nodes,
// finite ordinates, a finite nondecreasing N+K knot sequence,
// the endpoint and Schoenberg--Whitney support conditions, and
// exact private BCOEF[N], Q[(2*K-1)*N], and WORK[2*K] buffers.
unsafe {
T::interpolate_native(
nodes.as_ptr(),
values.as_ptr(),
owned_knots.as_ptr(),
&point_count,
&order_native,
coefficients.as_mut_ptr(),
factorization.as_mut_ptr(),
workspace.as_mut_ptr(),
)
};
}
if coefficients
.iter()
.any(|&coefficient| !coefficient.finite())
{
return Err(BSplineError::SingularInterpolationSystem);
}
let spline = Self::from_parts_impl(owned_knots, coefficients, order)?;
for (&node, &value) in nodes.iter().zip(values) {
let actual = spline.evaluate_impl(node)?;
if !T::interpolation_matches(value, actual, nodes.len(), order) {
return Err(BSplineError::SingularInterpolationSystem);
}
}
Ok(spline)
}
#[cfg(feature = "bspline-cubic-interpolation")]
fn interpolate_cubic_impl(
nodes: &[T],
values: &[T],
left_boundary: CubicBoundaryCondition<T>,
right_boundary: CubicBoundaryCondition<T>,
placement: CubicKnotPlacement<T>,
) -> Result<Self, BSplineError> {
validate_cubic_interpolation_input(nodes, values, placement)?;
let mut point_count = native_len(nodes.len())?;
let (mut left_boundary_kind, mut left_boundary_value) = cubic_boundary(left_boundary)?;
let (mut right_boundary_kind, mut right_boundary_value) = cubic_boundary(right_boundary)?;
let mut knot_placement = cubic_knot_placement(placement);
let expected_coefficients = nodes
.len()
.checked_add(2)
.ok_or(BSplineError::DimensionOverflow)?;
let expected_knots = expected_coefficients
.checked_add(4)
.ok_or(BSplineError::DimensionOverflow)?;
let mut knots = zeroed(expected_knots)?;
let mut coefficients = zeroed(expected_coefficients)?;
let mut coefficient_count = native_len(expected_coefficients)?;
let mut order = 0;
let mut workspace = zeroed(cubic_workspace_len(nodes.len())?)?;
if let CubicKnotPlacement::Explicit { left, right } = placement {
workspace[..3].copy_from_slice(&left);
workspace[3..6].copy_from_slice(&right);
}
{
let _native = lock_native();
let _xerror = permit_recoverable_native_statuses();
// SAFETY: preflight establishes BINT4/DBINT4's source contract:
// NDATA >= 2; finite strictly increasing nodes and finite values;
// checked finite boundary data; a valid knot policy; T[NDATA+6],
// BCOEF[NDATA+2], and Fortran-column-major W[5*(NDATA+2)]. All
// arrays are private and remain live across the native call.
unsafe {
T::interpolate_cubic_native(
nodes.as_ptr(),
values.as_ptr(),
&mut point_count,
&mut left_boundary_kind,
&mut right_boundary_kind,
&mut left_boundary_value,
&mut right_boundary_value,
&mut knot_placement,
knots.as_mut_ptr(),
coefficients.as_mut_ptr(),
&mut coefficient_count,
&mut order,
workspace.as_mut_ptr(),
);
}
}
if coefficient_count != native_len(expected_coefficients)? || order != 4 {
return Err(BSplineError::NativeContractViolation {
detail: "BINT4 returned an unexpected cubic B-spline shape",
});
}
if coefficients
.iter()
.any(|&coefficient| !coefficient.finite())
{
return Err(BSplineError::SingularInterpolationSystem);
}
let spline = Self::from_parts_impl(knots, coefficients, 4)?;
for (&node, &value) in nodes.iter().zip(values) {
let actual = spline.evaluate_impl(node)?;
if !T::interpolation_matches(value, actual, nodes.len(), 4) {
return Err(BSplineError::SingularInterpolationSystem);
}
}
Ok(spline)
}
fn evaluate_with_extrapolation_impl(
&self,
point: T,
extrapolation: Extrapolation,
) -> Result<T, BSplineError> {
self.evaluate_derivative_with_extrapolation(point, 0, extrapolation)
}
fn derivative_impl(&self, point: T, derivative_order: usize) -> Result<T, BSplineError> {
self.evaluate_derivative_with_extrapolation(point, derivative_order, Extrapolation::Error)
}
fn derivative_with_extrapolation_impl(
&self,
point: T,
derivative_order: usize,
extrapolation: Extrapolation,
) -> Result<T, BSplineError> {
self.evaluate_derivative_with_extrapolation(point, derivative_order, extrapolation)
}
fn evaluate_into_impl(&self, points: &[T], output: &mut [T]) -> Result<(), BSplineError> {
self.evaluate_into_with_extrapolation_impl(points, output, Extrapolation::Error)
}
fn evaluate_into_with_extrapolation_impl(
&self,
points: &[T],
output: &mut [T],
extrapolation: Extrapolation,
) -> Result<(), BSplineError> {
if points.len() != output.len() {
return Err(BSplineError::OutputLengthMismatch {
expected: points.len(),
actual: output.len(),
});
}
native_len(points.len())?;
for (&point, value) in points.iter().zip(output.iter_mut()) {
*value = self.evaluate_with_extrapolation_impl(point, extrapolation)?;
}
Ok(())
}
fn integrate_impl(&self, lower: T, upper: T) -> Result<T, BSplineError> {
if self.order > 20 {
return Err(BSplineError::IntegrationOrderTooHigh {
order: self.order,
maximum: 20,
});
}
let lower = self.validate_in_domain(lower, Extrapolation::Error)?;
let upper = self.validate_in_domain(upper, Extrapolation::Error)?;
let mut workspace = zeroed::<T>(workspace_len(self.order)?)?;
let coefficient_count = native_len(self.coefficients.len())?;
let order = native_len(self.order)?;
let mut integral = T::default();
let _native = lock_native();
let _xerror = permit_recoverable_native_statuses();
// SAFETY: construction and endpoint preflight establish the exact
// BSQAD/DBSQAD contract, including N >= K, T length N+K, K <= 20,
// 3*K scratch values, and finite in-domain limits.
unsafe {
T::integrate_native(
self.knots.as_ptr(),
self.coefficients.as_ptr(),
&coefficient_count,
&order,
&lower,
&upper,
&mut integral,
workspace.as_mut_ptr(),
)
};
Ok(integral)
}
fn evaluate_derivative_with_extrapolation(
&self,
point: T,
derivative_order: usize,
extrapolation: Extrapolation,
) -> Result<T, BSplineError> {
if derivative_order >= self.order {
return Err(BSplineError::DerivativeOrderTooHigh {
requested: derivative_order,
maximum: self.order - 1,
});
}
let point = self.validate_in_domain(point, extrapolation)?;
let mut workspace = zeroed::<T>(workspace_len(self.order)?)?;
let coefficient_count = native_len(self.coefficients.len())?;
let order = native_len(self.order)?;
let derivative_order = native_len(derivative_order)?;
// BVALU/DBVALU require `INBV=1` on the first call. Keeping it local
// prevents any native search state from escaping the invocation.
let mut interval_state = 1;
let _native = lock_native();
let _xerror = permit_recoverable_native_statuses();
// SAFETY: construction and query preflight establish BVALU/DBVALU's
// exact input contract. The private work array has length 3*K and all
// pointers remain live for the complete native call.
let value = unsafe {
T::evaluate_native(
self.knots.as_ptr(),
self.coefficients.as_ptr(),
&coefficient_count,
&order,
&derivative_order,
&point,
&mut interval_state,
workspace.as_mut_ptr(),
)
};
if interval_state < 1
|| usize::try_from(interval_state)
.ok()
.is_some_and(|value| value > self.coefficients.len())
{
return Err(BSplineError::NativeContractViolation {
detail: "BVALU returned an invalid interval-search state",
});
}
Ok(value)
}
fn validate_in_domain(
&self,
point: T,
extrapolation: Extrapolation,
) -> Result<T, BSplineError> {
if !point.finite() {
return Err(BSplineError::NonFiniteInput);
}
let first = self.knots[self.order - 1];
let last = self.knots[self.coefficients.len()];
if point < first {
return match extrapolation {
Extrapolation::Error => Err(BSplineError::OutOfDomain),
Extrapolation::Clamp => Ok(first),
};
}
if point > last {
return match extrapolation {
Extrapolation::Error => Err(BSplineError::OutOfDomain),
Extrapolation::Clamp => Ok(last),
};
}
Ok(point)
}
}
macro_rules! impl_public_bspline_precision {
($scalar:ty) => {
impl BSpline<$scalar> {
/// Constructs a B-spline from exact native-format parts.
///
/// `knots` must have length `coefficients.len() + order`, be
/// finite and nondecreasing, and have no equal-knot run longer
/// than `order`. Coefficients must be finite, and the basic
/// domain `knots[order - 1]..=knots[coefficients.len()]` must
/// have positive width. Inputs are retained as supplied: this
/// method performs no sorting, knot insertion, duplicate merging,
/// interpolation fitting, or coefficient conversion.
pub fn from_parts(
knots: Vec<$scalar>,
coefficients: Vec<$scalar>,
order: usize,
) -> Result<Self, BSplineError> {
Self::from_parts_impl(knots, coefficients, order)
}
/// Constructs the exact B-spline interpolant through supplied data
/// using the reviewed SLATEC `BINTK`/`DBINTK` constructor.
///
/// This is interpolation, not smoothing or least-squares fitting:
/// the returned spline satisfies `s(nodes[i]) ≈ values[i]` in the
/// native scalar precision. `order` is one more than degree and
/// must not exceed the number of points. `nodes` must be finite
/// and strictly increasing; `values` must be finite.
///
/// `knots` is the complete native B-spline knot sequence, not a
/// break-point list. It has exactly `nodes.len() + order` finite,
/// nondecreasing values and is copied without sorting, insertion,
/// or duplicate merging. The caller must select it so that the
/// BINTK/DBINTK Schoenberg--Whitney condition holds:
/// `knots[i] < nodes[i] < knots[i + order]`, for every interior
/// data index. Equality is permitted only for the first lower or
/// last upper endpoint when all `order` endpoint knots equal that
/// endpoint node. The method checks these conditions before FFI.
///
/// The constructor owns only the resulting knots, coefficients,
/// and order. Its private factorization workspace has exactly
/// `(2 * order - 1) * nodes.len()` scalar elements and its scratch
/// workspace has exactly `2 * order`; neither escapes the call.
/// Native execution is process-globally serialized and its XERROR
/// control setting is restored on every return path. No callback,
/// file, automatic knot-generation policy, or persistent native
/// factorization is exposed.
pub fn interpolate_with_knots(
nodes: &[$scalar],
values: &[$scalar],
knots: &[$scalar],
order: usize,
) -> Result<Self, BSplineError> {
Self::interpolate_with_knots_impl(nodes, values, knots, order)
}
/// Constructs a cubic B-spline with the reviewed
/// `BINT4`/`DBINT4` endpoint and exterior-knot policies.
///
/// The returned spline has order four, `nodes.len() + 2`
/// coefficients, and `nodes.len() + 6` knots. Nodes and values
/// are finite, nodes are strictly increasing, and neither input
/// slice is mutated or retained. Boundary conditions constrain the
/// source-defined first or second derivative at each endpoint.
///
/// [`CubicKnotPlacement::EndpointMultiplicity`] repeats each
/// endpoint four times. [`CubicKnotPlacement::SymmetricExtension`]
/// asks the original constructor to choose its documented symmetric
/// exterior knots. Explicit exterior knots are copied to the first
/// six Fortran work locations and must lie strictly outside the
/// data domain. All native work, output, and factorization storage
/// is private; a singular system is mapped to
/// [`BSplineError::SingularInterpolationSystem`].
#[cfg(feature = "bspline-cubic-interpolation")]
pub fn interpolate_cubic(
nodes: &[$scalar],
values: &[$scalar],
left_boundary: CubicBoundaryCondition<$scalar>,
right_boundary: CubicBoundaryCondition<$scalar>,
knot_placement: CubicKnotPlacement<$scalar>,
) -> Result<Self, BSplineError> {
Self::interpolate_cubic_impl(
nodes,
values,
left_boundary,
right_boundary,
knot_placement,
)
}
/// Evaluates the spline value at an in-domain point.
///
/// The native evaluator uses right limiting values at interior
/// knots and the left limiting value at the right endpoint. It
/// does not extrapolate.
pub fn evaluate(&self, point: $scalar) -> Result<$scalar, BSplineError> {
self.evaluate_impl(point)
}
/// Evaluates the spline under an explicit out-of-domain policy.
///
/// [`Extrapolation::Clamp`] changes only the query point in Rust
/// before calling SLATEC; it never requests native extrapolation.
pub fn evaluate_with_extrapolation(
&self,
point: $scalar,
extrapolation: Extrapolation,
) -> Result<$scalar, BSplineError> {
self.evaluate_with_extrapolation_impl(point, extrapolation)
}
/// Evaluates one derivative of order strictly below `order()`.
///
/// A derivative order of zero is the spline value. SLATEC's
/// native derivative mode is used directly.
pub fn derivative(
&self,
point: $scalar,
derivative_order: usize,
) -> Result<$scalar, BSplineError> {
self.derivative_impl(point, derivative_order)
}
/// Evaluates one derivative under an explicit out-of-domain policy.
pub fn derivative_with_extrapolation(
&self,
point: $scalar,
derivative_order: usize,
extrapolation: Extrapolation,
) -> Result<$scalar, BSplineError> {
self.derivative_with_extrapolation_impl(point, derivative_order, extrapolation)
}
/// Evaluates in-domain points into a caller-provided output slice.
///
/// This preserves query order and does not allocate output. Each
/// query uses fresh private native interval and work storage.
pub fn evaluate_into(
&self,
points: &[$scalar],
output: &mut [$scalar],
) -> Result<(), BSplineError> {
self.evaluate_into_impl(points, output)
}
/// Evaluates values into a caller buffer under an explicit policy.
pub fn evaluate_into_with_extrapolation(
&self,
points: &[$scalar],
output: &mut [$scalar],
extrapolation: Extrapolation,
) -> Result<(), BSplineError> {
self.evaluate_into_with_extrapolation_impl(points, output, extrapolation)
}
/// Integrates the spline over an in-domain interval.
///
/// Reversed finite limits are accepted and preserve SLATEC's
/// signed integral convention. Native integration supports orders
/// through twenty; evaluation remains available for larger orders.
pub fn integrate(
&self,
lower: $scalar,
upper: $scalar,
) -> Result<$scalar, BSplineError> {
self.integrate_impl(lower, upper)
}
}
};
}
impl_public_bspline_precision!(f32);
impl_public_bspline_precision!(f64);
fn validate_parts<T: BSplineScalar>(
knots: &[T],
coefficients: &[T],
order: usize,
) -> Result<(), BSplineError> {
if coefficients.len() < order {
return Err(BSplineError::TooFewCoefficients);
}
validate_knot_storage(knots, coefficients.len(), order)?;
if coefficients.iter().any(|&value| !value.finite()) {
return Err(BSplineError::NonFiniteInput);
}
Ok(())
}
fn validate_knot_storage<T: BSplineScalar>(
knots: &[T],
coefficient_count: usize,
order: usize,
) -> Result<(), BSplineError> {
if order == 0 {
return Err(BSplineError::InvalidOrder);
}
native_len(order).map_err(|_| BSplineError::InvalidOrder)?;
native_len(coefficient_count)?;
let expected_knots = coefficient_count
.checked_add(order)
.ok_or(BSplineError::DimensionOverflow)?;
if knots.len() != expected_knots {
return Err(BSplineError::KnotCountMismatch {
expected: expected_knots,
actual: knots.len(),
});
}
native_len(knots.len())?;
if knots.iter().any(|&value| !value.finite()) {
return Err(BSplineError::NonFiniteInput);
}
let mut run_start = 0usize;
let mut run_length = 1usize;
for (index, pair) in knots.windows(2).enumerate() {
if pair[1] < pair[0] {
return Err(BSplineError::KnotsNotNondecreasing { index: index + 1 });
}
if pair[1] == pair[0] {
run_length = run_length
.checked_add(1)
.ok_or(BSplineError::DimensionOverflow)?;
if run_length > order {
return Err(BSplineError::ExcessiveKnotMultiplicity { index: run_start });
}
} else {
run_start = index + 1;
run_length = 1;
}
}
if knots[coefficient_count] <= knots[order - 1] {
return Err(BSplineError::EmptyDomain);
}
workspace_len(order)?;
Ok(())
}
fn validate_interpolation_input<T: BSplineScalar>(
nodes: &[T],
values: &[T],
knots: &[T],
order: usize,
) -> Result<(), BSplineError> {
if nodes.len() != values.len() {
return Err(BSplineError::InterpolationLengthMismatch {
nodes: nodes.len(),
values: values.len(),
});
}
if order == 0 {
return Err(BSplineError::InvalidOrder);
}
native_len(order).map_err(|_| BSplineError::InvalidOrder)?;
if nodes.len() < order {
return Err(BSplineError::TooFewInterpolationPoints {
points: nodes.len(),
order,
});
}
native_len(nodes.len())?;
for (index, &node) in nodes.iter().enumerate() {
if !node.finite() {
return Err(BSplineError::NonFiniteInterpolationNode { index });
}
}
for (index, &value) in values.iter().enumerate() {
if !value.finite() {
return Err(BSplineError::NonFiniteInterpolationValue { index });
}
}
for (index, pair) in nodes.windows(2).enumerate() {
if pair[1] <= pair[0] {
return Err(BSplineError::InterpolationNodesNotStrictlyIncreasing { index: index + 1 });
}
}
validate_knot_storage(knots, nodes.len(), order)?;
let first = nodes[0];
let last = nodes[nodes.len() - 1];
if knots[..order].iter().any(|&knot| knot > first) {
return Err(BSplineError::SchoenbergWhitneyViolation { index: 0 });
}
if knots[nodes.len()..].iter().any(|&knot| knot < last) {
return Err(BSplineError::SchoenbergWhitneyViolation {
index: nodes.len() - 1,
});
}
for (index, &node) in nodes.iter().enumerate() {
let lower = knots[index];
let upper = knots[index + order];
let left_endpoint = index == 0 && knots[..order].iter().all(|&knot| knot == node);
let right_endpoint =
index + 1 == nodes.len() && knots[nodes.len()..].iter().all(|&knot| knot == node);
if node < lower
|| node > upper
|| (node == lower && !left_endpoint)
|| (node == upper && !right_endpoint)
{
return Err(BSplineError::SchoenbergWhitneyViolation { index });
}
}
interpolation_factorization_len(nodes.len(), order)?;
interpolation_workspace_len(order)?;
Ok(())
}
#[cfg(feature = "bspline-cubic-interpolation")]
fn cubic_boundary<T: BSplineScalar>(
condition: CubicBoundaryCondition<T>,
) -> Result<(FortranInteger, T), BSplineError> {
let (kind, value) = match condition {
CubicBoundaryCondition::FirstDerivative(value) => (1, value),
CubicBoundaryCondition::SecondDerivative(value) => (2, value),
};
if !value.finite() {
return Err(BSplineError::NonFiniteCubicBoundaryCondition);
}
Ok((kind, value))
}
#[cfg(feature = "bspline-cubic-interpolation")]
fn cubic_knot_placement<T>(placement: CubicKnotPlacement<T>) -> FortranInteger {
match placement {
CubicKnotPlacement::EndpointMultiplicity => 1,
CubicKnotPlacement::SymmetricExtension => 2,
CubicKnotPlacement::Explicit { .. } => 3,
}
}
#[cfg(feature = "bspline-cubic-interpolation")]
fn validate_cubic_interpolation_input<T: BSplineScalar>(
nodes: &[T],
values: &[T],
placement: CubicKnotPlacement<T>,
) -> Result<(), BSplineError> {
if nodes.len() != values.len() {
return Err(BSplineError::InterpolationLengthMismatch {
nodes: nodes.len(),
values: values.len(),
});
}
if nodes.len() < 2 {
return Err(BSplineError::TooFewCubicInterpolationPoints {
points: nodes.len(),
});
}
native_len(nodes.len())?;
for (index, &node) in nodes.iter().enumerate() {
if !node.finite() {
return Err(BSplineError::NonFiniteInterpolationNode { index });
}
}
for (index, &value) in values.iter().enumerate() {
if !value.finite() {
return Err(BSplineError::NonFiniteInterpolationValue { index });
}
}
for (index, pair) in nodes.windows(2).enumerate() {
if pair[1] <= pair[0] {
return Err(BSplineError::InterpolationNodesNotStrictlyIncreasing { index: index + 1 });
}
}
if let CubicKnotPlacement::Explicit { left, right } = placement {
if left.iter().chain(right.iter()).any(|value| !value.finite())
|| left[1] < left[0]
|| left[2] < left[1]
|| right[1] < right[0]
|| right[2] < right[1]
|| left[2] >= nodes[0]
|| right[0] <= nodes[nodes.len() - 1]
{
return Err(BSplineError::InvalidCubicExteriorKnots);
}
}
cubic_workspace_len(nodes.len())?;
Ok(())
}
fn workspace_len(order: usize) -> Result<usize, BSplineError> {
order.checked_mul(3).ok_or(BSplineError::DimensionOverflow)
}
fn interpolation_factorization_len(
point_count: usize,
order: usize,
) -> Result<usize, BSplineError> {
order
.checked_mul(2)
.and_then(|twice_order| twice_order.checked_sub(1))
.and_then(|rows| rows.checked_mul(point_count))
.ok_or(BSplineError::DimensionOverflow)
}
fn interpolation_workspace_len(order: usize) -> Result<usize, BSplineError> {
order.checked_mul(2).ok_or(BSplineError::DimensionOverflow)
}
#[cfg(feature = "bspline-cubic-interpolation")]
fn cubic_workspace_len(point_count: usize) -> Result<usize, BSplineError> {
point_count
.checked_add(2)
.and_then(|coefficient_count| coefficient_count.checked_mul(5))
.ok_or(BSplineError::DimensionOverflow)
}
fn native_len(length: usize) -> Result<FortranInteger, BSplineError> {
FortranInteger::try_from(length).map_err(|_| BSplineError::DimensionOverflow)
}
fn zeroed<T: Copy + Default>(length: usize) -> Result<Vec<T>, BSplineError> {
let mut values = Vec::new();
values
.try_reserve_exact(length)
.map_err(|_| BSplineError::AllocationFailed)?;
values.resize(length, T::default());
Ok(values)
}
fn copied<T: Copy>(values: &[T]) -> Result<Vec<T>, BSplineError> {
let mut copied = Vec::new();
copied
.try_reserve_exact(values.len())
.map_err(|_| BSplineError::AllocationFailed)?;
copied.extend_from_slice(values);
Ok(copied)
}
#[cfg(test)]
mod tests {
use super::*;
use alloc::vec;
#[test]
fn validates_native_storage_contract() {
let spline =
BSpline::<f64>::from_parts(vec![0.0, 0.0, 1.0, 1.0], vec![0.0, 1.0], 2).unwrap();
assert_eq!(spline.order(), 2);
assert_eq!(spline.degree(), 1);
assert_eq!(spline.domain(), 0.0..=1.0);
assert_eq!(
BSpline::<f64>::from_parts(vec![0.0], vec![1.0], 1),
Err(BSplineError::KnotCountMismatch {
expected: 2,
actual: 1
})
);
}
#[test]
fn rejects_invalid_parts_before_native_entry() {
assert_eq!(
BSpline::<f32>::from_parts(vec![0.0], vec![1.0], 0),
Err(BSplineError::InvalidOrder)
);
assert_eq!(
BSpline::<f32>::from_parts(vec![0.0, 0.0, 0.0, 1.0], vec![1.0, 2.0], 2),
Err(BSplineError::ExcessiveKnotMultiplicity { index: 0 })
);
assert_eq!(
BSpline::<f32>::from_parts(vec![0.0, f32::NAN, 1.0, 1.0], vec![0.0, 1.0], 2),
Err(BSplineError::NonFiniteInput)
);
}
#[test]
fn validates_derivative_and_batch_shapes_before_native_entry() {
let spline =
BSpline::<f64>::from_parts(vec![0.0, 0.0, 1.0, 1.0], vec![0.0, 1.0], 2).unwrap();
assert_eq!(
spline.derivative(0.5, 2),
Err(BSplineError::DerivativeOrderTooHigh {
requested: 2,
maximum: 1
})
);
let mut out = [0.0];
assert_eq!(
spline.evaluate_into(&[0.25, 0.5], &mut out),
Err(BSplineError::OutputLengthMismatch {
expected: 2,
actual: 1
})
);
assert_eq!(
spline.evaluate_with_extrapolation(-1.0, Extrapolation::Error),
Err(BSplineError::OutOfDomain)
);
}
#[test]
fn interpolation_workspace_formula_rejects_overflow() {
assert_eq!(
interpolation_factorization_len(usize::MAX, 2),
Err(BSplineError::DimensionOverflow)
);
assert_eq!(
interpolation_workspace_len(usize::MAX),
Err(BSplineError::DimensionOverflow)
);
}
#[test]
fn scoped_xerror_control_is_restored_after_evaluation_and_preflight_rejection() {
let _runtime = lock_native();
let mut before = 0;
// SAFETY: the test holds the same process-wide runtime lock as the
// safe facade, so it can observe XERROR's process-global flag.
unsafe { slatec_sys::legacy_error::xgetf(&mut before) };
let spline =
BSpline::<f64>::from_parts(vec![0.0, 0.0, 1.0, 1.0], vec![0.0, 1.0], 2).unwrap();
assert!((spline.evaluate(0.25).unwrap() - 0.25).abs() < 1.0e-12);
assert_eq!(spline.evaluate(-0.1), Err(BSplineError::OutOfDomain));
let mut after = 0;
// SAFETY: still protected by the process-wide native runtime lock.
unsafe { slatec_sys::legacy_error::xgetf(&mut after) };
assert_eq!(after, before);
}
}