Spline.cc

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// -*- C++ -*-
//
// Package:     MVAComputer
// Class  :     Spline
//
 
// Implementation:
//     Simple cubic spline implementation for equidistant points in x.
//
// Author:      Christophe Saout
// Created:     Sat Apr 24 15:18 CEST 2007
//
 
#include <cstring>
#include <cmath>
 
#include "PhysicsTools/MVAComputer/interface/Spline.h"
 
namespace PhysicsTools {
 
  float Spline::Segment::eval(float x) const {
    float tmp;
    float y = 0.0;
    y += coeffs[0];
    tmp = x;
    y += coeffs[1] * tmp;
    tmp *= x;
    y += coeffs[2] * tmp;
    tmp *= x;
    y += coeffs[3] * tmp;
    return y;
  }
 
  float Spline::Segment::deriv(float x) const {
    float tmp;
    float d = 0.0;
    d += coeffs[1];
    tmp = x;
    d += coeffs[2] * tmp * 2.0;
    tmp *= x;
    d += coeffs[3] * tmp * 3.0;
    return d;
  }
 
  float Spline::Segment::integral(float x) const {
    float tmp = x;
    float area = this->area;
    area += coeffs[0] * tmp;
    tmp *= x;
    area += coeffs[1] * tmp * (1.0 / 2.0);
    tmp *= x;
    area += coeffs[2] * tmp * (1.0 / 3.0);
    tmp *= x;
    area += coeffs[3] * tmp * (1.0 / 4.0);
    return area;
  }
 
  Spline::Spline() : n(0), segments(nullptr), area(0.0) {}
 
  Spline::Spline(const Spline &orig) : n(orig.n), area(orig.area) {
    segments = new Segment[n];
    std::memcpy(segments, orig.segments, sizeof(Segment) * n);
  }
 
  Spline::Spline(unsigned int n_, const double *vals) : n(0), segments(nullptr), area(0.0) { set(n_, vals); }
 
  void Spline::set(unsigned int n_, const double *vals) {
    n = n_ - 1;
    area = 0.0;
 
    delete[] segments;
    segments = new Segment[n];
 
    if (n == 1) {
      Segment *seg = &segments[0];
      seg->coeffs[0] = vals[0];
      seg->coeffs[1] = vals[1] - vals[0];
      seg->coeffs[2] = 0.0;
      seg->coeffs[3] = 0.0;
      seg->area = 0.0;
      area = seg->integral(1.0);
      return;
    }
 
    float m0, m1;
    Segment *seg = &segments[0];
    m0 = 0.0, m1 = 0.5 * (vals[2] - vals[0]);
    seg->coeffs[0] = vals[0];
    seg->coeffs[1] = -2.0 * vals[0] + 2.0 * vals[1] - m1;
    seg->coeffs[2] = vals[0] - vals[1] + m1;
    seg->coeffs[3] = 0.0;
    seg->area = 0.0;
    area = seg->integral(1.0);
    m0 = m1;
    seg++, vals++;
 
    for (unsigned int i = 1; i < n - 1; i++, seg++, vals++) {
      m1 = 0.5 * (vals[2] - vals[0]);
      seg->coeffs[0] = vals[0];
      seg->coeffs[1] = m0;
      seg->coeffs[2] = -3.0 * vals[0] - 2.0 * m0 + 3.0 * vals[1] - m1;
      seg->coeffs[3] = 2.0 * vals[0] + m0 - 2.0 * vals[1] + m1;
      seg->area = area;
      area = seg->integral(1.0);
      m0 = m1;
    }
 
    seg->coeffs[0] = vals[0];
    seg->coeffs[1] = m0;
    seg->coeffs[2] = -vals[0] - m0 + vals[1];
    seg->coeffs[3] = 0.0;
    seg->area = area;
    area = seg->integral(1.0);
  }
 
  Spline::~Spline() { delete[] segments; }
 
  Spline &Spline::operator=(const Spline &orig) {
    delete[] segments;
    n = orig.n;
    segments = new Segment[n];
    std::memcpy(segments, orig.segments, sizeof(Segment) * n);
    area = orig.area;
    return *this;
  }
 
  float Spline::eval(float x) const {
    if (x <= 0.0)
      return segments[0].eval(0.0);
    if (x >= 1.0)
      return segments[n - 1].eval(1.0);
 
    float total;
    float rest = std::modf(x * n, &total);
 
    return segments[(unsigned int)total].eval(rest);
  }
 
  float Spline::deriv(float x) const {
    if (x < 0.0 || x > 1.0)
      return 0.0;
    else if (x == 0.0)
      return segments[0].deriv(0.0);
    else if (x == 1.0)
      return segments[n - 1].deriv(1.0);
 
    float total;
    float rest = std::modf(x * n, &total);
 
    return segments[(unsigned int)total].deriv(rest);
  }
 
  float Spline::integral(float x) const {
    if (x <= 0.0)
      return 0.0;
    if (x >= 1.0)
      return 1.0;
 
    if (area < 1.0e-9)
      return 0.0;
 
    float total;
    float rest = std::modf(x * n, &total);
 
    return segments[(unsigned int)total].integral(rest) / area;
  }
 
}  // namespace PhysicsTools