use strict;
use warnings;
pp_bless('PDL::GSL::INTERP'); # make the functions generated go into our namespace
pp_addpm({At=>'Top'},<<'EOD');
use strict;
use warnings;
=head1 NAME
PDL::GSL::INTERP - PDL interface to Interpolation routines in GSL
=head1 DESCRIPTION
This is an interface to the interpolation package present in the
GNU Scientific Library.
=head1 SYNOPSIS
use PDL;
use PDL::GSL::INTERP;
my $x = sequence(10);
my $y = exp($x);
my $spl = PDL::GSL::INTERP->init('cspline',$x,$y);
my $res = $spl->eval(4.35);
$res = $spl->deriv(4.35);
$res = $spl->deriv2(4.35);
$res = $spl->integ(2.1,7.4);
=head1 NOMENCLATURE
Throughout this documentation we strive to use the same variables that
are present in the original GSL documentation (see L<See
Also|"SEE-ALSO">). Oftentimes those variables are called C<a> and
C<b>. Since good Perl coding practices discourage the use of Perl
variables C<$a> and C<$b>, here we refer to Parameters C<a> and C<b>
as C<$pa> and C<$pb>, respectively, and Limits (of domain or
integration) as C<$la> and C<$lb>.
EOD
pp_addpm({At=>'Bot'},<<'EOD');
=head1 BUGS
Feedback is welcome.
=head1 SEE ALSO
L<PDL>
The GSL documentation for interpolation is online at
L<https://www.gnu.org/software/gsl/doc/html/interp.html>
=head1 AUTHOR
This file copyright (C) 2003 Andres Jordan <andresj@physics.rutgers.edu>
All rights reserved. There is no warranty. You are allowed to redistribute this
software/documentation under certain conditions. For details, see the file
COPYING in the PDL distribution. If this file is separated from the
PDL distribution, the copyright notice should be included in the file.
The GSL interpolation module was written by Gerard Jungman.
=cut
EOD
pp_addhdr('
#include<string.h>
#include<math.h>
#include<gsl/gsl_errno.h>
#include<gsl/gsl_spline.h>
#include "gslerr.h"
typedef gsl_spline GslSpline;
typedef gsl_interp_accel GslAccel;
');
pp_def('init',
Pars => 'double x(n); double y(n);',
OtherPars => 'gsl_spline *spl',
Doc => <<'EOF',
=for ref
The init method initializes a new instance of INTERP. It needs as
input an interpolation type and two ndarrays holding the x and y
values to be interpolated. The GSL routines require that x be
monotonically increasing and a quicksort is performed by default to
ensure that. You can skip the quicksort by passing the option
{Sort => 0}.
The available interpolation types are :
=over 2
=item linear
=item polynomial
=item cspline (natural cubic spline)
=item cspline_periodic (periodic cubic spline)
=item akima (natural akima spline)
=item akima_periodic (periodic akima spline)
=back
Please check the GSL documentation for more information.
=for usage
Usage:
$blessed_ref = PDL::GSL::INTERP->init($interp_method,$x,$y,$opt);
=for example
Example:
$x = sequence(10);
$y = exp($x);
$spl = PDL::GSL::INTERP->init('cspline',$x,$y)
$spl = PDL::GSL::INTERP->init('cspline',$x,$y,{Sort => 1}) #same as above
# no sorting done on x, user is certain that x is monotonically increasing
$spl = PDL::GSL::INTERP->init('cspline',$x,$y,{Sort => 0});
=cut
EOF
Code =>'GSLERR(gsl_spline_init,($COMP(spl),$P(x),$P(y),$SIZE(n)));',
PMCode => <<'EOF',
sub init {
my $opt;
if (ref($_[$#_]) eq 'HASH'){ $opt = pop @_; }
else{ $opt = {Sort => 1}; }
my ($class,$type,$x,$y) = @_;
if( (ref($x) ne 'PDL') || (ref($y) ne 'PDL') ){
barf("Have to pass ndarrays as arguments to init method\n");
}
if($$opt{Sort} != 0){
my $idx = PDL::Ufunc::qsorti($x);
$x = $x->index($idx);
$y = $y->index($idx);
}
my $ene = nelem($x);
my $obj1 = new_spline($type,$ene);
my $obj2 = new_accel();
_init_int($x,$y,$$obj1);
my @ret_a = ($obj1,$obj2);
return bless(\@ret_a, $class);
}
EOF
);
pp_def('eval',
Pars => 'double x(); double [o] out();',
OtherPars => 'gsl_spline *spl;gsl_interp_accel *acc;',
Doc => <<'EOF',
=for ref
The function eval returns the interpolating function at a given point.
It will barf with an "input domain error" if you try to extrapolate.
=for usage
Usage:
$result = $spl->eval($points);
=for example
Example:
my $res = $spl->eval($x)
=cut
EOF
PMCode => <<'EOF',
sub eval {
my $opt;
my ($obj,$x) = @_;
my $s_obj = $$obj[0];
my $a_obj = $$obj[1];
_eval_int($x,my $o=PDL->null,$$s_obj,$$a_obj);
$o;
}
EOF
HandleBad => 1,
Code => '
PDL_IF_BAD(if ($ISBAD($x())) {
$out() = $x();
} else,) {
GSLERR(gsl_spline_eval_e,($COMP(spl), $x(), $COMP(acc), $P(out)));
}
',
);
pp_def('deriv',
Pars => 'double x(); double [o] out();',
OtherPars => 'gsl_spline *spl;gsl_interp_accel *acc;',
PMCode => <<'EOF',
sub deriv {
my ($obj,$x) = @_;
my $s_obj = $$obj[0];
my $a_obj = $$obj[1];
_deriv_int($x,my $o=PDL->null,$$s_obj,$$a_obj);
$o;
}
EOF
Doc => <<'EOF',
=for ref
The deriv function returns the derivative of the
interpolating function at a given point.
It will barf with an "input domain error" if you try to extrapolate.
=for usage
Usage:
$result = $spl->deriv($points);
=for example
Example:
my $res = $spl->deriv($x)
=cut
EOF
Code =>'
GSLERR(gsl_spline_eval_deriv_e,($COMP(spl), $x(), $COMP(acc), $P(out)));
');
pp_def('deriv2',
Pars => 'double x(); double [o] out();',
OtherPars => 'gsl_spline *spl;gsl_interp_accel *acc;',
Doc => <<'EOF',
=for ref
The deriv2 function returns the second derivative
of the interpolating function at a given point.
It will barf with an "input domain error" if you try to extrapolate.
=for usage
Usage:
$result = $spl->deriv2($points);
=for example
Example:
my $res = $spl->deriv2($x)
=cut
EOF
PMCode => <<'EOF',
sub deriv2 {
my ($obj,$x) = @_;
my $s_obj = $$obj[0];
my $a_obj = $$obj[1];
_deriv2_int($x,my $o=PDL->null,$$s_obj,$$a_obj);
$o;
}
EOF
Code =>'
GSLERR(gsl_spline_eval_deriv2_e,($COMP(spl), $x(), $COMP(acc), $P(out)));
');
pp_def('integ',
Pars => 'double a(); double b(); double [o] out();',
OtherPars => 'gsl_spline *spl;gsl_interp_accel *acc;',
Doc => <<'EOF',
=for ref
The integ function returns the integral
of the interpolating function between two points.
It will barf with an "input domain error" if you try to extrapolate.
=for usage
Usage:
$result = $spl->integ($la,$lb);
=for example
Example:
my $res = $spl->integ($la,$lb)
=cut
EOF
PMCode => <<'EOF',
sub integ {
my ($obj,$la,$lb) = @_;
my $s_obj = $$obj[0];
my $a_obj = $$obj[1];
_integ_int($la,$lb,my $o=PDL->null,$$s_obj,$$a_obj);
$o;
}
EOF
Code =>'
GSLERR(gsl_spline_eval_integ_e,($COMP(spl), $a(), $b(), $COMP(acc),$P(out)));
');
# XS functions for the INTERP objects
pp_addxs('','
MODULE = PDL::GSL::INTERP PACKAGE = PDL::GSL::INTERP
#define DEF_INTERP(X) if (!strcmp(TYPE,#X)) spline=gsl_spline_alloc( gsl_interp_ ## X , ene); strcat(ula,#X ", ");
GslSpline *
new_spline (TYPE,ene)
char *TYPE
int ene
CODE:
GslSpline * spline = NULL;
char ula[100];
strcpy(ula,"");
DEF_INTERP(linear);
DEF_INTERP(polynomial);
DEF_INTERP(cspline);
DEF_INTERP(cspline_periodic);
DEF_INTERP(akima);
DEF_INTERP(akima_periodic);
if (spline==NULL) {
barf("Unknown interpolation type, please use one of the following: %s", ula);
}
else
RETVAL = spline;
OUTPUT:
RETVAL
GslAccel *
new_accel ()
CODE:
GslAccel * accel = NULL;
accel = gsl_interp_accel_alloc();
if (accel == NULL){
barf("Problem allocating accelerator object\n");
}
RETVAL = accel;
OUTPUT:
RETVAL
MODULE = PDL::GSL::INTERP PACKAGE = GslSplinePtr PREFIX = spl_
void
spl_DESTROY(spline)
GslSpline * spline
CODE:
gsl_spline_free(spline);
MODULE = PDL::GSL::INTERP PACKAGE = GslAccelPtr PREFIX = acc_
void
acc_DESTROY(accel)
GslAccel * accel
CODE:
gsl_interp_accel_free(accel);
');
pp_export_nothing;
pp_add_boot('gsl_set_error_handler_off();
');
pp_done();