annotate m-toolbox/test/test_ao_removeVal.m @ 36:5eb86f6881ef database-connection-manager

Remove commented-out code
author Daniele Nicolodi <nicolodi@science.unitn.it>
date Mon, 05 Dec 2011 16:20:06 +0100
parents f0afece42f48
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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1 % Test ao/removeVal for:
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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2 % - functionality
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Daniele Nicolodi <nicolodi@science.unitn.it>
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3 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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4 % M Hueller 10-03-10
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Daniele Nicolodi <nicolodi@science.unitn.it>
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5 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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6 % $Id: test_ao_removeVal.m,v 1.1 2010/03/13 06:36:20 mauro Exp $
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Daniele Nicolodi <nicolodi@science.unitn.it>
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7 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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8
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Daniele Nicolodi <nicolodi@science.unitn.it>
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9 %% Start with an AO with no "bad" data in it
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Daniele Nicolodi <nicolodi@science.unitn.it>
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10 a_orig = ao(plist(...
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Daniele Nicolodi <nicolodi@science.unitn.it>
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11 'waveform', 'sinewave', ...
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Daniele Nicolodi <nicolodi@science.unitn.it>
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12 'Nsecs', 100, ...
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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13 'fs', 1, ...
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Daniele Nicolodi <nicolodi@science.unitn.it>
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14 'f', 0.02, ...
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Daniele Nicolodi <nicolodi@science.unitn.it>
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15 'yunits', 'V', ...
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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16 't0', '2010-03-10 20:00:00.000' ...
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Daniele Nicolodi <nicolodi@science.unitn.it>
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17 )) + 2;
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Daniele Nicolodi <nicolodi@science.unitn.it>
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18 a_orig.setName('original');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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19
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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20 %% 1) Test the case where we remove only Inf, removing data
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Daniele Nicolodi <nicolodi@science.unitn.it>
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21 value = Inf;
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Daniele Nicolodi <nicolodi@science.unitn.it>
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22 % Prepare a list of index where we add the "bad" points
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Daniele Nicolodi <nicolodi@science.unitn.it>
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23 N = randi(10, 1);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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24 bad_index = randi(numel(a_orig.x), N, 1);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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25
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Daniele Nicolodi <nicolodi@science.unitn.it>
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26 % Mix the AO with the "bad" values
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Daniele Nicolodi <nicolodi@science.unitn.it>
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27 y_orig = a_orig.y();
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Daniele Nicolodi <nicolodi@science.unitn.it>
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28 y_bad = y_orig;
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Daniele Nicolodi <nicolodi@science.unitn.it>
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29 y_bad(bad_index) = value;
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Daniele Nicolodi <nicolodi@science.unitn.it>
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30 a_bad = a_orig.setY(y_bad);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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31 a_bad.setName('corrupted');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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32
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Daniele Nicolodi <nicolodi@science.unitn.it>
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33 % Run the ao/removeVal method
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Daniele Nicolodi <nicolodi@science.unitn.it>
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34 a_clean = a_bad.removeVal(plist('value', value));
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Daniele Nicolodi <nicolodi@science.unitn.it>
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35 a_clean.setName('cleaned');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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36
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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37 % Compare against the original:
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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38 % units
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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39 if ~eq(a_clean.yunits, a_bad.yunits)
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Daniele Nicolodi <nicolodi@science.unitn.it>
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40 disp('Warning: wrong yunits!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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41 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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42 if ~eq(a_clean.xunits, a_bad.xunits)
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Daniele Nicolodi <nicolodi@science.unitn.it>
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43 disp('Warning: wrong xunits!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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44 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
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45
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Daniele Nicolodi <nicolodi@science.unitn.it>
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46 % t0
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Daniele Nicolodi <nicolodi@science.unitn.it>
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47 if ~eq(a_clean.t0, a_bad.t0)
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Daniele Nicolodi <nicolodi@science.unitn.it>
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48 disp('Warning: wrong t0!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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49 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
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50
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Daniele Nicolodi <nicolodi@science.unitn.it>
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51 index = true(size(a_bad.x));
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Daniele Nicolodi <nicolodi@science.unitn.it>
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52 index(bad_index) = false;
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Daniele Nicolodi <nicolodi@science.unitn.it>
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53
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Daniele Nicolodi <nicolodi@science.unitn.it>
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54 % "good" values: x
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Daniele Nicolodi <nicolodi@science.unitn.it>
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55 x_clean = a_clean.x;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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56 x_bad = a_bad.x;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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57 if ~eq(x_bad(index), x_clean)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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58 disp('Warning: wrong x values!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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59 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
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60
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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61 % "good" values: y
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Daniele Nicolodi <nicolodi@science.unitn.it>
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62 y_clean = a_clean.y;
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Daniele Nicolodi <nicolodi@science.unitn.it>
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63 y_bad = a_bad.y;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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64 if ~eq(y_bad(index), y_clean)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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65 disp('Warning: wrong y values!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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66 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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67
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Daniele Nicolodi <nicolodi@science.unitn.it>
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68 %% 2) Test the case where we remove only NaN, removing data
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Daniele Nicolodi <nicolodi@science.unitn.it>
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69 value = NaN;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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70 % Prepare a list of index where we add the "bad" points
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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71 N = randi(10, 1);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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72 bad_index = randi(numel(a_orig.x), N, 1);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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73
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Daniele Nicolodi <nicolodi@science.unitn.it>
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74 % Mix the AO with the "bad" values
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Daniele Nicolodi <nicolodi@science.unitn.it>
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75 y_orig = a_orig.y();
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Daniele Nicolodi <nicolodi@science.unitn.it>
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76 y_bad = y_orig;
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Daniele Nicolodi <nicolodi@science.unitn.it>
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77 y_bad(bad_index) = value;
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Daniele Nicolodi <nicolodi@science.unitn.it>
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78 a_bad = a_orig.setY(y_bad);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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79 a_bad.setName('corrupted');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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80
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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81 % Run the ao/removeVal method
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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82 a_clean = a_bad.removeVal(plist('value', value));
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Daniele Nicolodi <nicolodi@science.unitn.it>
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83 a_clean.setName('cleaned');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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84
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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85 % Compare against the original:
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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86 % units
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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87 if ~eq(a_clean.yunits, a_bad.yunits)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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88 disp('Warning: wrong yunits!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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89 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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90 if ~eq(a_clean.xunits, a_bad.xunits)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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91 disp('Warning: wrong xunits!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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92 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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93
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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94 % t0
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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95 if ~eq(a_clean.t0, a_bad.t0)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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96 disp('Warning: wrong t0!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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97 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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98
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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99 index = true(size(a_bad.x));
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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100 index(bad_index) = false;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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101
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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102 % "good" values: x
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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103 x_clean = a_clean.x;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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104 x_bad = a_bad.x;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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105 if ~eq(x_bad(index), x_clean)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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106 disp('Warning: wrong x values!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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107 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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108
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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109 % "good" values: y
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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110 y_clean = a_clean.y;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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111 y_bad = a_bad.y;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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112 if ~eq(y_bad(index), y_clean)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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113 disp('Warning: wrong y values!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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114 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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115
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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116
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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117 %% 3) Test the case where we remove only 0s, removing data
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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118 value = 0;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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119 % Prepare a list of index where we add the "bad" points
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Daniele Nicolodi <nicolodi@science.unitn.it>
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120 N = randi(10, 1);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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121 bad_index = randi(numel(a_orig.x), N, 1);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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122
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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123 % Mix the AO with the "bad" values
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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124 y_orig = a_orig.y();
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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125 y_bad = y_orig;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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126 y_bad(bad_index) = value;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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127 a_bad = a_orig.setY(y_bad);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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128 a_bad.setName('corrupted');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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129
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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130 % Run the ao/removeVal method
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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131 a_clean = a_bad.removeVal(plist('value', value));
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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132 a_clean.setName('cleaned');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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133
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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134 % Compare against the original:
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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135 % units
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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136 if ~eq(a_clean.yunits, a_bad.yunits)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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137 disp('Warning: wrong yunits!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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138 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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139 if ~eq(a_clean.xunits, a_bad.xunits)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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140 disp('Warning: wrong xunits!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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141 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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142
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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143 % t0
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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144 if ~eq(a_clean.t0, a_bad.t0)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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145 disp('Warning: wrong t0!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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146 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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147
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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148 index = true(size(a_bad.x));
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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149 index(bad_index) = false;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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150
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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151 % "good" values: x
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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152 x_clean = a_clean.x;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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153 x_bad = a_bad.x;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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154 if ~eq(x_bad(index), x_clean)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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155 disp('Warning: wrong x values!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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156 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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157
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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158 % "good" values: y
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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159 y_clean = a_clean.y;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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160 y_bad = a_bad.y;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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161 if ~eq(y_bad(index), y_clean)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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162 disp('Warning: wrong y values!');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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163 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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164
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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165
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
166 %% 4) Test the case where we remove Inf AND NaN AND 0s, removing data
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
167 % Prepare a list of index where we add the "bad" points
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
168 N_nan = randi(10, 1);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
169 N_inf = randi(10, 1);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
170 N_zeros = randi(10, 1);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
171 nan_index = randi(numel(a_orig.x), N_nan, 1);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
172 inf_index = randi(numel(a_orig.x), N_inf, 1);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
173 zeros_index = randi(numel(a_orig.x), N_zeros, 1);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
174
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
175 % Mix the AO with NaN, Inf, and 0s inside
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
176 y_orig = a_orig.y();
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
177 y_bad = y_orig;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
178 y_bad(nan_index) = NaN;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
179 y_bad(inf_index) = Inf;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
180 y_bad(zeros_index) = 0;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
181 a_bad = a_orig.setY(y_bad);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
182 a_bad.setName('corrupted');
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
183
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
184 % Run the ao/removeVal method
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
185 value = [Inf NaN 0];
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
186 a_clean = a_bad.removeVal(plist('value', value));
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
187 a_clean.setName('cleaned');
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
188
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
189 % Compare against the original
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
190 % units
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
191 if ~eq(a_clean.yunits, a_bad.yunits)
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
192 disp('Warning: wrong yunits!');
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
193 end
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
194 if ~eq(a_clean.xunits, a_bad.xunits)
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
195 disp('Warning: wrong xunits!');
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
196 end
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
197
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
198 % t0
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
199 if ~eq(a_clean.t0, a_bad.t0)
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
200 disp('Warning: wrong t0!');
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
201 end
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
202
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
203 index = true(size(a_bad.x));
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
204 index(nan_index) = false;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
205 index(inf_index) = false;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
206 index(zeros_index) = false;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
207
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
208 % "good" values: x
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
209 x_clean = a_clean.x;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
210 x_bad = a_bad.x;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
211 if ~eq(x_bad(index), x_clean)
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
212 disp('Warning: wrong x values!');
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
213 end
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
214
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
215 % "good" values: y
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
216 y_clean = a_clean.y;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
217 y_bad = a_bad.y;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
218 if ~eq(y_bad(index), y_clean)
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
219 disp('Warning: wrong y values!');
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
220 end
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
221
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
222 % plots the original, "bad", and "clean" data
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
223 iplot(a_orig, a_bad, a_clean, plist('LineStyles', {'-', '-', 'None'}, 'Markers', {'.', '.', 'o'}));
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
224
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
225 %% 5) Test the case where we remove Inf AND NaN AND 0s, interpolating data
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
226 % Prepare a list of index where we add the "bad" points
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
227 N_nan = randi(10, 1);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
228 N_inf = randi(10, 1);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
229 N_zeros = randi(10, 1);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
230 nan_index = randi(numel(a_orig.x), N_nan, 1);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
231 inf_index = randi(numel(a_orig.x), N_inf, 1);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
232 zeros_index = randi(numel(a_orig.x), N_zeros, 1);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
233
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
234 % Mix the AO with NaN, Inf, and 0s inside
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
235 y_orig = a_orig.y();
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
236 y_bad = y_orig;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
237 y_bad(nan_index) = NaN;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
238 y_bad(inf_index) = Inf;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
239 y_bad(zeros_index) = 0;
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
240 a_bad = a_orig.setY(y_bad);
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
241 a_bad.setName('corrupted');
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
242
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
243 % Run the ao/removeVal method
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
244 value = [Inf NaN 0];
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
245 a_clean = a_bad.removeVal(plist('value', value, 'method', 'interp'));
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
246 a_clean.setName('cleaned');
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
247
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
248 % Compare against the original
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
249 % units
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
250 if ~eq(a_clean.yunits, a_bad.yunits)
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
251 disp('Warning: wrong yunits!');
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
252 end
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
253 if ~eq(a_clean.xunits, a_bad.xunits)
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
254 disp('Warning: wrong xunits!');
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
255 end
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
256
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
257 % t0
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
258 if ~eq(a_clean.t0, a_bad.t0)
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
259 disp('Warning: wrong t0!');
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
260 end
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
261
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
262 % plots the original, "bad", and "clean" data
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
263 iplot(a_orig, a_bad, a_clean, plist('LineStyles', {'-', '-', 'None'}, 'Markers', {'.', '.', 'o'}));
f0afece42f48 Import.
Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
diff changeset
264