/* * R : A Computer Language for Statistical Data Analysis * Copyright (C) 1995-2001 Robert Gentleman, Ross Ihaka and the * R Development Core Team * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation; either version 2 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA */ #ifdef HAVE_CONFIG_H #include #endif #include #include #include #ifdef ENABLE_NLS #include #define _(String) gettext (String) #else #define _(String) (String) #endif /* Linear and Step Function Interpolation */ /* Assumes that ordinates are in ascending order * The right interval is found by bisection * Linear/constant interpolation then takes place on that interval */ /* NB: R_interv(.) in ./interv.c is conceptually a special case of * this, where y = 1:n */ typedef struct { double ylow; double yhigh; double f1; double f2; int kind; } appr_meth; static double approx1(double v, double *x, double *y, int n, appr_meth *Meth) { /* Approximate y(v), given (x,y)[i], i = 0,..,n-1 */ int i, j, ij; if(!n) return R_NaN; i = 0; j = n - 1; /* handle out-of-domain points */ if(v < x[i]) return Meth->ylow; if(v > x[j]) return Meth->yhigh; /* find the correct interval by bisection */ while(i < j - 1) { /* x[i] <= v <= x[j] */ ij = (i + j)/2; /* i+1 <= ij <= j-1 */ if(v < x[ij]) j = ij; else i = ij; /* still i < j */ } /* provably have i == j-1 */ /* interpolation */ if(v == x[j]) return y[j]; if(v == x[i]) return y[i]; /* impossible: if(x[j] == x[i]) return y[i]; */ if(Meth->kind == 1) { /* linear */ return y[i] + (y[j] - y[i]) * ((v - x[i])/(x[j] - x[i])); } else { /* 2 : constant */ return y[i] * Meth->f1 + y[j] * Meth->f2; } }/* approx1() */ /* R Frontend for Linear and Constant Interpolation */ void R_approx(double *x, double *y, int *nxy, double *xout, int *nout, int *method, double *yleft, double *yright, double *f) { int i; appr_meth M = {0.0, 0.0, 0.0, 0.0, 0}; /* -Wall */ /* check interpolation method */ switch(*method) { case 1: /* linear */ break; case 2: /* constant */ if(!R_FINITE(*f) || *f < 0 || *f > 1) error(_("approx(): invalid f value")); M.f2 = *f; M.f1 = 1 - *f; break; default: error(_("approx(): invalid interpolation method")); break; } for(i=0 ; i<*nxy ; i++) if(ISNA(x[i]) || ISNA(y[i])) error(_("approx(): attempted to interpolate NA values")); M.kind = *method; M.ylow = *yleft; M.yhigh = *yright; for(i=0 ; i < *nout; i++) if(!ISNA(xout[i])) xout[i] = approx1(xout[i], x, y, *nxy, &M); }