annotate scripts/general/interpn.m @ 19697:4197fc428c7d

maint: Update copyright notices for 2015.
author John W. Eaton <jwe@octave.org>
date Wed, 11 Feb 2015 14:19:08 -0500
parents 5a59c0e1203d
children ca7599ae464d
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1 ## Copyright (C) 2007-2015 David Bateman
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2 ##
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3 ## This file is part of Octave.
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4 ##
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5 ## Octave is free software; you can redistribute it and/or modify it
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6 ## under the terms of the GNU General Public License as published by
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7 ## the Free Software Foundation; either version 3 of the License, or (at
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8 ## your option) any later version.
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9 ##
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10 ## Octave is distributed in the hope that it will be useful, but
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11 ## WITHOUT ANY WARRANTY; without even the implied warranty of
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12 ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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13 ## General Public License for more details.
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14 ##
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15 ## You should have received a copy of the GNU General Public License
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16 ## along with Octave; see the file COPYING. If not, see
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17 ## <http://www.gnu.org/licenses/>.
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18
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19 ## -*- texinfo -*-
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20 ## @deftypefn {Function File} {@var{vi} =} interpn (@var{x1}, @var{x2}, @dots{}, @var{v}, @var{y1}, @var{y2}, @dots{})
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21 ## @deftypefnx {Function File} {@var{vi} =} interpn (@var{v}, @var{y1}, @var{y2}, @dots{})
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22 ## @deftypefnx {Function File} {@var{vi} =} interpn (@var{v}, @var{m})
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23 ## @deftypefnx {Function File} {@var{vi} =} interpn (@var{v})
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24 ## @deftypefnx {Function File} {@var{vi} =} interpn (@dots{}, @var{method})
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25 ## @deftypefnx {Function File} {@var{vi} =} interpn (@dots{}, @var{method}, @var{extrapval})
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26 ##
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27 ## Perform @var{n}-dimensional interpolation, where @var{n} is at least two.
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28 ## Each element of the @var{n}-dimensional array @var{v} represents a value
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29 ## at a location given by the parameters @var{x1}, @var{x2}, @dots{}, @var{xn}.
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30 ## The parameters @var{x1}, @var{x2}, @dots{}, @var{xn} are either
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31 ## @var{n}-dimensional arrays of the same size as the array @var{v} in
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32 ## the @qcode{"ndgrid"} format or vectors. The parameters @var{y1}, etc.
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33 ## respect a similar format to @var{x1}, etc., and they represent the points
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34 ## at which the array @var{vi} is interpolated.
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35 ##
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36 ## If @var{x1}, @dots{}, @var{xn} are omitted, they are assumed to be
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37 ## @code{x1 = 1 : size (@var{v}, 1)}, etc. If @var{m} is specified, then
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38 ## the interpolation adds a point half way between each of the interpolation
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39 ## points. This process is performed @var{m} times. If only @var{v} is
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40 ## specified, then @var{m} is assumed to be @code{1}.
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41 ##
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42 ## The interpolation @var{method} is one of:
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43 ##
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44 ## @table @asis
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45 ## @item @qcode{"nearest"}
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46 ## Return the nearest neighbor.
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47 ##
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48 ## @item @qcode{"linear"} (default)
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49 ## Linear interpolation from nearest neighbors.
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50 ##
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51 ## @item @qcode{"pchip"}
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52 ## Piecewise cubic Hermite interpolating polynomial---shape-preserving
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53 ## interpolation with smooth first derivative (not implemented yet).
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54 ##
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55 ## @item @qcode{"cubic"}
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56 ## Cubic interpolation (same as @qcode{"pchip"} [not implemented yet]).
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57 ##
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58 ## @item @qcode{"spline"}
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59 ## Cubic spline interpolation---smooth first and second derivatives
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60 ## throughout the curve.
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61 ## @end table
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62 ##
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63 ## The default method is @qcode{"linear"}.
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64 ##
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65 ## @var{extrapval} is a scalar number. It replaces values beyond the endpoints
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66 ## with @var{extrapval}. Note that if @var{extrapval} is used, @var{method}
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67 ## must be specified as well. If @var{extrapval} is omitted and the
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68 ## @var{method} is @qcode{"spline"}, then the extrapolated values of the
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69 ## @qcode{"spline"} are used. Otherwise the default @var{extrapval} value for
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70 ## any other @var{method} is @qcode{"NA"}.
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71 ## @seealso{interp1, interp2, interp3, spline, ndgrid}
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72 ## @end deftypefn
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73
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74 function vi = interpn (varargin)
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75
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76 method = "linear";
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77 extrapval = [];
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78 nargs = nargin;
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79
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80 if (nargin < 1 || ! isnumeric (varargin{1}))
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81 print_usage ();
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82 endif
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83
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84 if (nargs > 1 && ischar (varargin{end-1}))
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85 if (! isnumeric (varargin{end}) || ! isscalar (varargin{end}))
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86 error ("interpn: EXTRAPVAL must be a numeric scalar");
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87 endif
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88 extrapval = varargin{end};
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89 method = varargin{end-1};
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90 nargs -= 2;
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91 elseif (ischar (varargin{end}))
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92 method = varargin{end};
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93 nargs--;
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94 endif
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95
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96 if (method(1) == "*")
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97 warning ("interpn: ignoring unsupported '*' flag to METHOD");
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98 method(1) = [];
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99 endif
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100 method = validatestring (method, ...
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101 {"nearest", "linear", "pchip", "cubic", "spline"});
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102
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103 if (nargs < 3)
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104 v = varargin{1};
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105 m = 1;
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106 if (nargs == 2)
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107 if (ischar (varargin{2}))
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108 method = varargin{2};
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109 elseif (isnumeric (m) && isscalar (m) && fix (m) == m)
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110 m = varargin{2};
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111 else
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112 print_usage ();
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113 endif
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114 endif
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115 sz = size (v);
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116 nd = ndims (v);
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117 x = cell (1, nd);
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118 y = cell (1, nd);
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119 for i = 1 : nd
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120 x{i} = 1 : sz(i);
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121 y{i} = 1 : (1 / (2 ^ m)) : sz(i);
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122 endfor
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123 y{1} = y{1}.';
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124 [y{:}] = ndgrid (y{:});
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125 elseif (! isvector (varargin{1}) && nargs == (ndims (varargin{1}) + 1))
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126 v = varargin{1};
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127 sz = size (v);
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
128 nd = ndims (v);
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
129 x = cell (1, nd);
16891
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
130 y = varargin(2 : nargs);
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
131 for i = 1 : nd
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
132 x{i} = 1 : sz(i);
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
133 endfor
16891
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
134 elseif (rem (nargs, 2) == 1
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
135 && nargs == (2 * ndims (varargin{ceil (nargs / 2)})) + 1)
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
136 nv = ceil (nargs / 2);
7208
a730e47fda4d [project @ 2007-11-28 02:32:41 by jwe]
jwe
parents: 7016
diff changeset
137 v = varargin{nv};
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
138 sz = size (v);
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
139 nd = ndims (v);
16891
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
140 x = varargin(1 : (nv - 1));
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
141 y = varargin((nv + 1) : nargs);
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
142 else
10635
d1978e7364ad Print name of function in error() string messages.
Rik <octave@nomad.inbox5.com>
parents: 10549
diff changeset
143 error ("interpn: wrong number or incorrectly formatted input arguments");
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
144 endif
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
145
12931
cefd568ea073 Replace function handles with function names in cellfun calls for 15% speedup.
Rik <octave@nomad.inbox5.com>
parents: 12175
diff changeset
146 if (any (! cellfun ("isvector", x)))
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
147 for i = 2 : nd
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
148 if (! size_equal (x{1}, x{i}) || ! size_equal (x{i}, v))
10635
d1978e7364ad Print name of function in error() string messages.
Rik <octave@nomad.inbox5.com>
parents: 10549
diff changeset
149 error ("interpn: dimensional mismatch");
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
150 endif
16891
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
151 idx(1 : nd) = {1};
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
152 idx(i) = ":";
6721
01036667884a [project @ 2007-06-14 06:56:41 by dbateman]
dbateman
parents: 6702
diff changeset
153 x{i} = x{i}(idx{:})(:);
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
154 endfor
16891
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
155 idx(1 : nd) = {1};
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
156 idx(1) = ":";
6721
01036667884a [project @ 2007-06-14 06:56:41 by dbateman]
dbateman
parents: 6702
diff changeset
157 x{1} = x{1}(idx{:})(:);
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
158 endif
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
159
7421
1c7b3e1fda19 [project @ 2008-01-25 21:00:42 by dbateman]
dbateman
parents: 7208
diff changeset
160 method = tolower (method);
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
161
12931
cefd568ea073 Replace function handles with function names in cellfun calls for 15% speedup.
Rik <octave@nomad.inbox5.com>
parents: 12175
diff changeset
162 all_vectors = all (cellfun ("isvector", y));
cefd568ea073 Replace function handles with function names in cellfun calls for 15% speedup.
Rik <octave@nomad.inbox5.com>
parents: 12175
diff changeset
163 different_lengths = numel (unique (cellfun ("numel", y))) > 1;
10819
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
164 if (all_vectors && different_lengths)
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
165 [foobar(1:numel(y)).y] = ndgrid (y{:});
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
166 y = {foobar.y};
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
167 endif
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
168
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
169 if (strcmp (method, "linear"))
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
170 vi = __lin_interpn__ (x{:}, v, y{:});
19658
5a59c0e1203d Modified the "extrap" option for interp2, interp3, and interpn (bug #44002).
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents: 18587
diff changeset
171 if (isempty (extrapval))
5a59c0e1203d Modified the "extrap" option for interp2, interp3, and interpn (bug #44002).
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents: 18587
diff changeset
172 extrapval = NA;
5a59c0e1203d Modified the "extrap" option for interp2, interp3, and interpn (bug #44002).
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents: 18587
diff changeset
173 endif
16891
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
174 vi(isna (vi)) = extrapval;
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
175 elseif (strcmp (method, "nearest"))
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
176 yshape = size (y{1});
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
177 yidx = cell (1, nd);
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
178 for i = 1 : nd
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
179 y{i} = y{i}(:);
7671
4fbaba9abec1 implement compiled binary lookup
Jaroslav Hajek <highegg@gmail.com>
parents: 7561
diff changeset
180 yidx{i} = lookup (x{i}, y{i}, "lr");
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
181 endfor
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
182 idx = cell (1,nd);
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
183 for i = 1 : nd
10819
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
184 idx{i} = yidx{i} + (y{i} - x{i}(yidx{i})(:) >= x{i}(yidx{i} + 1)(:) - y{i});
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
185 endfor
16891
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
186 vi = v(sub2ind (sz, idx{:}));
10819
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
187 idx = zeros (prod (yshape), 1);
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
188 for i = 1 : nd
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
189 idx |= y{i} < min (x{i}(:)) | y{i} > max (x{i}(:));
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
190 endfor
19658
5a59c0e1203d Modified the "extrap" option for interp2, interp3, and interpn (bug #44002).
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents: 18587
diff changeset
191 if (isempty (extrapval))
5a59c0e1203d Modified the "extrap" option for interp2, interp3, and interpn (bug #44002).
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents: 18587
diff changeset
192 extrapval = NA;
5a59c0e1203d Modified the "extrap" option for interp2, interp3, and interpn (bug #44002).
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents: 18587
diff changeset
193 endif
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
194 vi(idx) = extrapval;
11587
c792872f8942 all script files: untabify and strip trailing whitespace
John W. Eaton <jwe@octave.org>
parents: 11523
diff changeset
195 vi = reshape (vi, yshape);
6721
01036667884a [project @ 2007-06-14 06:56:41 by dbateman]
dbateman
parents: 6702
diff changeset
196 elseif (strcmp (method, "spline"))
12931
cefd568ea073 Replace function handles with function names in cellfun calls for 15% speedup.
Rik <octave@nomad.inbox5.com>
parents: 12175
diff changeset
197 if (any (! cellfun ("isvector", y)))
7423
342a48abed2a [project @ 2008-01-25 23:54:47 by dbateman]
dbateman
parents: 7421
diff changeset
198 for i = 2 : nd
10549
95c3e38098bf Untabify .m scripts
Rik <code@nomad.inbox5.com>
parents: 10427
diff changeset
199 if (! size_equal (y{1}, y{i}))
10635
d1978e7364ad Print name of function in error() string messages.
Rik <octave@nomad.inbox5.com>
parents: 10549
diff changeset
200 error ("interpn: dimensional mismatch");
10549
95c3e38098bf Untabify .m scripts
Rik <code@nomad.inbox5.com>
parents: 10427
diff changeset
201 endif
16891
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
202 idx(1 : nd) = {1};
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
203 idx(i) = ":";
10549
95c3e38098bf Untabify .m scripts
Rik <code@nomad.inbox5.com>
parents: 10427
diff changeset
204 y{i} = y{i}(idx{:});
7423
342a48abed2a [project @ 2008-01-25 23:54:47 by dbateman]
dbateman
parents: 7421
diff changeset
205 endfor
16891
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
206 idx(1 : nd) = {1};
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
207 idx(1) = ":";
7423
342a48abed2a [project @ 2008-01-25 23:54:47 by dbateman]
dbateman
parents: 7421
diff changeset
208 y{1} = y{1}(idx{:});
342a48abed2a [project @ 2008-01-25 23:54:47 by dbateman]
dbateman
parents: 7421
diff changeset
209 endif
7421
1c7b3e1fda19 [project @ 2008-01-25 21:00:42 by dbateman]
dbateman
parents: 7208
diff changeset
210
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
211 vi = __splinen__ (x, v, y, extrapval, "interpn");
7421
1c7b3e1fda19 [project @ 2008-01-25 21:00:42 by dbateman]
dbateman
parents: 7208
diff changeset
212
7423
342a48abed2a [project @ 2008-01-25 23:54:47 by dbateman]
dbateman
parents: 7421
diff changeset
213 if (size_equal (y{:}))
342a48abed2a [project @ 2008-01-25 23:54:47 by dbateman]
dbateman
parents: 7421
diff changeset
214 ly = length (y{1});
342a48abed2a [project @ 2008-01-25 23:54:47 by dbateman]
dbateman
parents: 7421
diff changeset
215 idx = cell (1, ly);
342a48abed2a [project @ 2008-01-25 23:54:47 by dbateman]
dbateman
parents: 7421
diff changeset
216 q = cell (1, nd);
342a48abed2a [project @ 2008-01-25 23:54:47 by dbateman]
dbateman
parents: 7421
diff changeset
217 for i = 1 : ly
10549
95c3e38098bf Untabify .m scripts
Rik <code@nomad.inbox5.com>
parents: 10427
diff changeset
218 q(:) = i;
16891
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
219 idx{i} = q;
7423
342a48abed2a [project @ 2008-01-25 23:54:47 by dbateman]
dbateman
parents: 7421
diff changeset
220 endfor
16891
486c3e2731ff interpn.m: Use Octave coding conventions.
Rik <rik@octave.org>
parents: 14868
diff changeset
221 vi = vi(cellfun (@(x) sub2ind (size (vi), x{:}), idx));
14868
5d3a684236b0 maint: Use Octave coding conventions for cuddling parentheses in scripts directory
Rik <octave@nomad.inbox5.com>
parents: 14363
diff changeset
222 vi = reshape (vi, size (y{1}));
7423
342a48abed2a [project @ 2008-01-25 23:54:47 by dbateman]
dbateman
parents: 7421
diff changeset
223 endif
11587
c792872f8942 all script files: untabify and strip trailing whitespace
John W. Eaton <jwe@octave.org>
parents: 11523
diff changeset
224 elseif (strcmp (method, "cubic"))
10635
d1978e7364ad Print name of function in error() string messages.
Rik <octave@nomad.inbox5.com>
parents: 10549
diff changeset
225 error ("interpn: cubic interpolation not yet implemented");
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
226 else
11472
1740012184f9 Use uppercase for variable names in error() strings to match Info documentation. Only m-files done.
Rik <octave@nomad.inbox5.com>
parents: 10846
diff changeset
227 error ("interpn: unrecognized interpolation METHOD");
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
228 endif
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
229
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
230 endfunction
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
231
14237
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
232
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
233 %!demo
14237
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
234 %! clf;
14247
c4fa5e0b6193 test: Make surface demos reproducible by setting colormap to default at start of demo.
Rik <octave@nomad.inbox5.com>
parents: 14237
diff changeset
235 %! colormap ("default");
14237
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
236 %! A = [13,-1,12;5,4,3;1,6,2];
14363
f3d52523cde1 Use Octave coding conventions in all m-file %!test blocks
Rik <octave@nomad.inbox5.com>
parents: 14359
diff changeset
237 %! x = [0,1,4]; y = [10,11,12];
f3d52523cde1 Use Octave coding conventions in all m-file %!test blocks
Rik <octave@nomad.inbox5.com>
parents: 14359
diff changeset
238 %! xi = linspace (min (x), max (x), 17);
f3d52523cde1 Use Octave coding conventions in all m-file %!test blocks
Rik <octave@nomad.inbox5.com>
parents: 14359
diff changeset
239 %! yi = linspace (min (y), max (y), 26)';
14237
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
240 %! mesh (xi, yi, interpn (x,y,A.',xi,yi, "linear").');
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
241 %! [x,y] = meshgrid (x,y);
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
242 %! hold on; plot3 (x(:),y(:),A(:),"b*"); hold off;
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
243
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
244 %!demo
14237
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
245 %! clf;
14247
c4fa5e0b6193 test: Make surface demos reproducible by setting colormap to default at start of demo.
Rik <octave@nomad.inbox5.com>
parents: 14237
diff changeset
246 %! colormap ("default");
14237
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
247 %! A = [13,-1,12;5,4,3;1,6,2];
14363
f3d52523cde1 Use Octave coding conventions in all m-file %!test blocks
Rik <octave@nomad.inbox5.com>
parents: 14359
diff changeset
248 %! x = [0,1,4]; y = [10,11,12];
f3d52523cde1 Use Octave coding conventions in all m-file %!test blocks
Rik <octave@nomad.inbox5.com>
parents: 14359
diff changeset
249 %! xi = linspace (min (x), max (x), 17);
f3d52523cde1 Use Octave coding conventions in all m-file %!test blocks
Rik <octave@nomad.inbox5.com>
parents: 14359
diff changeset
250 %! yi = linspace (min (y), max (y), 26)';
14237
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
251 %! mesh (xi, yi, interpn (x,y,A.',xi,yi, "nearest").');
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
252 %! [x,y] = meshgrid (x,y);
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
253 %! hold on; plot3 (x(:),y(:),A(:),"b*"); hold off;
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
diff changeset
254
14237
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
255 %!#demo # FIXME: Uncomment when support for "cubic" has been added
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
256 %! clf;
14247
c4fa5e0b6193 test: Make surface demos reproducible by setting colormap to default at start of demo.
Rik <octave@nomad.inbox5.com>
parents: 14237
diff changeset
257 %! colormap ("default");
14237
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
258 %! A = [13,-1,12;5,4,3;1,6,2];
14363
f3d52523cde1 Use Octave coding conventions in all m-file %!test blocks
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259 %! x = [0,1,2]; y = [10,11,12];
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260 %! xi = linspace (min (x), max (x), 17);
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261 %! yi = linspace (min (y), max (y), 26)';
14237
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262 %! mesh (xi, yi, interpn (x,y,A.',xi,yi, "cubic").');
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263 %! [x,y] = meshgrid (x,y);
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264 %! hold on; plot3 (x(:),y(:),A(:),"b*"); hold off;
6702
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
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265
b2391d403ed2 [project @ 2007-06-12 21:39:26 by dbateman]
dbateman
parents:
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266 %!demo
14237
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267 %! clf;
14247
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Rik <octave@nomad.inbox5.com>
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268 %! colormap ("default");
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269 %! A = [13,-1,12;5,4,3;1,6,2];
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parents: 14359
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270 %! x = [0,1,2]; y = [10,11,12];
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Rik <octave@nomad.inbox5.com>
parents: 14359
diff changeset
271 %! xi = linspace (min (x), max (x), 17);
f3d52523cde1 Use Octave coding conventions in all m-file %!test blocks
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parents: 14359
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272 %! yi = linspace (min (y), max (y), 26)';
14237
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273 %! mesh (xi, yi, interpn (x,y,A.',xi,yi, "spline").');
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parents: 14138
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274 %! [x,y] = meshgrid (x,y);
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parents: 14138
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275 %! hold on; plot3 (x(:),y(:),A(:),"b*"); hold off;
6721
01036667884a [project @ 2007-06-14 06:56:41 by dbateman]
dbateman
parents: 6702
diff changeset
276
01036667884a [project @ 2007-06-14 06:56:41 by dbateman]
dbateman
parents: 6702
diff changeset
277 %!demo
14237
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278 %! clf;
14247
c4fa5e0b6193 test: Make surface demos reproducible by setting colormap to default at start of demo.
Rik <octave@nomad.inbox5.com>
parents: 14237
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279 %! colormap ("default");
6721
01036667884a [project @ 2007-06-14 06:56:41 by dbateman]
dbateman
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280 %! x = y = z = -1:1;
01036667884a [project @ 2007-06-14 06:56:41 by dbateman]
dbateman
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281 %! f = @(x,y,z) x.^2 - y - z.^2;
01036667884a [project @ 2007-06-14 06:56:41 by dbateman]
dbateman
parents: 6702
diff changeset
282 %! [xx, yy, zz] = meshgrid (x, y, z);
01036667884a [project @ 2007-06-14 06:56:41 by dbateman]
dbateman
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283 %! v = f (xx,yy,zz);
01036667884a [project @ 2007-06-14 06:56:41 by dbateman]
dbateman
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284 %! xi = yi = zi = -1:0.1:1;
01036667884a [project @ 2007-06-14 06:56:41 by dbateman]
dbateman
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285 %! [xxi, yyi, zzi] = ndgrid (xi, yi, zi);
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286 %! vi = interpn (x, y, z, v, xxi, yyi, zzi, "spline");
6721
01036667884a [project @ 2007-06-14 06:56:41 by dbateman]
dbateman
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287 %! mesh (yi, zi, squeeze (vi(1,:,:)));
01036667884a [project @ 2007-06-14 06:56:41 by dbateman]
dbateman
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288
7421
1c7b3e1fda19 [project @ 2008-01-25 21:00:42 by dbateman]
dbateman
parents: 7208
diff changeset
289 %!test
14237
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parents: 14138
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290 %! [x,y,z] = ndgrid (0:2);
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
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parents: 14138
diff changeset
291 %! f = x + y + z;
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Rik <octave@nomad.inbox5.com>
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292 %! assert (interpn (x,y,z,f,[.5 1.5],[.5 1.5],[.5 1.5]), [1.5, 4.5]);
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Rik <octave@nomad.inbox5.com>
parents: 14138
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293 %! assert (interpn (x,y,z,f,[.51 1.51],[.51 1.51],[.51 1.51],"nearest"), [3, 6]);
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Rik <octave@nomad.inbox5.com>
parents: 14138
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294 %! assert (interpn (x,y,z,f,[.5 1.5],[.5 1.5],[.5 1.5],"spline"), [1.5, 4.5]);
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Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
295 %! assert (interpn (x,y,z,f,x,y,z), f);
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
296 %! assert (interpn (x,y,z,f,x,y,z,"nearest"), f);
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Rik <octave@nomad.inbox5.com>
parents: 14138
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297 %! assert (interpn (x,y,z,f,x,y,z,"spline"), f);
7561
a938cd7869b2 __lin_interpn__.cc: handle decreasing coordinate values
Alexander Barth
parents: 7424
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298
a938cd7869b2 __lin_interpn__.cc: handle decreasing coordinate values
Alexander Barth
parents: 7424
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299 %!test
10819
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
300 %! [x, y, z] = ndgrid (0:2, 1:4, 2:6);
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
301 %! f = x + y + z;
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302 %! xi = [0.5 1.0 1.5]; yi = [1.5 2.0 2.5 3.5]; zi = [2.5 3.5 4.0 5.0 5.5];
10819
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
303 %! fi = interpn (x, y, z, f, xi, yi, zi);
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
304 %! [xi, yi, zi] = ndgrid (xi, yi, zi);
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305 %! assert (fi, xi + yi + zi);
10819
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
306
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
307 %!test
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308 %! xi = 0:2; yi = 1:4; zi = 2:6;
10819
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
309 %! [x, y, z] = ndgrid (xi, yi, zi);
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
310 %! f = x + y + z;
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
311 %! fi = interpn (x, y, z, f, xi, yi, zi, "nearest");
14237
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312 %! assert (fi, x + y + z);
10819
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Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
313
f3c984d45dcb interpn.m: Convert interpolation vectors of non-equal length to nd-arrays.
Ben Abbott <bpabbott@mac.com>
parents: 10793
diff changeset
314 %!test
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Rik <octave@nomad.inbox5.com>
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315 %! [x,y,z] = ndgrid (0:2);
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Rik <octave@nomad.inbox5.com>
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diff changeset
316 %! f = x.^2 + y.^2 + z.^2;
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Rik <octave@nomad.inbox5.com>
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317 %! assert (interpn (x,y,-z,f,1.5,1.5,-1.5), 7.5);
10427
62bb59f927b1 scripts/general/interp2.m, scripts/general/interpn.m: For nearest neighbour interpolation ceil (instead of floor) at the center of the data intervals to be compatible with Matlab. Add test.
Soren Hauberg <hauberg@gmail.com>
parents: 9245
diff changeset
318
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319 %!test # for Matlab-compatible rounding for "nearest"
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320 %! x = meshgrid (1:4);
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Rik <octave@nomad.inbox5.com>
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321 %! assert (interpn (x, 2.5, 2.5, "nearest"), 3);
10427
62bb59f927b1 scripts/general/interp2.m, scripts/general/interpn.m: For nearest neighbour interpolation ceil (instead of floor) at the center of the data intervals to be compatible with Matlab. Add test.
Soren Hauberg <hauberg@gmail.com>
parents: 9245
diff changeset
322
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diff changeset
323 %!test
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e173fda06fca Fix bug #30295.
Ben Abbott <bpabbott@mac.com>
parents: 12175
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324 %! z = zeros (3, 3, 3);
e173fda06fca Fix bug #30295.
Ben Abbott <bpabbott@mac.com>
parents: 12175
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325 %! zout = zeros (5, 5, 5);
e173fda06fca Fix bug #30295.
Ben Abbott <bpabbott@mac.com>
parents: 12175
diff changeset
326 %! z(:,:,1) = [1 3 5; 3 5 7; 5 7 9];
e173fda06fca Fix bug #30295.
Ben Abbott <bpabbott@mac.com>
parents: 12175
diff changeset
327 %! z(:,:,2) = z(:,:,1) + 2;
e173fda06fca Fix bug #30295.
Ben Abbott <bpabbott@mac.com>
parents: 12175
diff changeset
328 %! z(:,:,3) = z(:,:,2) + 2;
e173fda06fca Fix bug #30295.
Ben Abbott <bpabbott@mac.com>
parents: 12175
diff changeset
329 %! for n = 1:5
e173fda06fca Fix bug #30295.
Ben Abbott <bpabbott@mac.com>
parents: 12175
diff changeset
330 %! zout(:,:,n) = [1 2 3 4 5;
14237
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331 %! 2 3 4 5 6;
13151
e173fda06fca Fix bug #30295.
Ben Abbott <bpabbott@mac.com>
parents: 12175
diff changeset
332 %! 3 4 5 6 7;
e173fda06fca Fix bug #30295.
Ben Abbott <bpabbott@mac.com>
parents: 12175
diff changeset
333 %! 4 5 6 7 8;
e173fda06fca Fix bug #30295.
Ben Abbott <bpabbott@mac.com>
parents: 12175
diff changeset
334 %! 5 6 7 8 9] + (n-1);
14237
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Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
335 %! endfor
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
336 %! tol = 10*eps;
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
337 %! assert (interpn (z), zout, tol);
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
338 %! assert (interpn (z, "linear"), zout, tol);
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
339 %! assert (interpn (z, "spline"), zout, tol);
11949c9795a0 Revamp %!demos in m-files to use Octave coding conventions on spacing, etc.
Rik <octave@nomad.inbox5.com>
parents: 14138
diff changeset
340
18587
5cf9a02732b6 Issue warning when '*' flag used with interp2,3,n.m (bug #41459).
Rik <rik@octave.org>
parents: 17744
diff changeset
341 %% Test input validation
5cf9a02732b6 Issue warning when '*' flag used with interp2,3,n.m (bug #41459).
Rik <rik@octave.org>
parents: 17744
diff changeset
342 %!warning <ignoring unsupported '\*' flag> interpn (rand (3,3), 1, "*linear");
5cf9a02732b6 Issue warning when '*' flag used with interp2,3,n.m (bug #41459).
Rik <rik@octave.org>
parents: 17744
diff changeset
343