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|  | 13 <pre> | 
|  | 14 <a name="package-Fingerprints::TopologicalPharmacophoreAtomTripletsFingerprints-"></a>   1 <span class="k">package </span><span class="i">Fingerprints::TopologicalPharmacophoreAtomTripletsFingerprints</span><span class="sc">;</span> | 
|  | 15    2 <span class="c">#</span> | 
|  | 16    3 <span class="c"># $RCSfile: TopologicalPharmacophoreAtomTripletsFingerprints.pm,v $</span> | 
|  | 17    4 <span class="c"># $Date: 2015/02/28 20:48:54 $</span> | 
|  | 18    5 <span class="c"># $Revision: 1.30 $</span> | 
|  | 19    6 <span class="c">#</span> | 
|  | 20    7 <span class="c"># Author: Manish Sud <msud@san.rr.com></span> | 
|  | 21    8 <span class="c">#</span> | 
|  | 22    9 <span class="c"># Copyright (C) 2015 Manish Sud. All rights reserved.</span> | 
|  | 23   10 <span class="c">#</span> | 
|  | 24   11 <span class="c"># This file is part of MayaChemTools.</span> | 
|  | 25   12 <span class="c">#</span> | 
|  | 26   13 <span class="c"># MayaChemTools is free software; you can redistribute it and/or modify it under</span> | 
|  | 27   14 <span class="c"># the terms of the GNU Lesser General Public License as published by the Free</span> | 
|  | 28   15 <span class="c"># Software Foundation; either version 3 of the License, or (at your option) any</span> | 
|  | 29   16 <span class="c"># later version.</span> | 
|  | 30   17 <span class="c">#</span> | 
|  | 31   18 <span class="c"># MayaChemTools is distributed in the hope that it will be useful, but without</span> | 
|  | 32   19 <span class="c"># any warranty; without even the implied warranty of merchantability of fitness</span> | 
|  | 33   20 <span class="c"># for a particular purpose.  See the GNU Lesser General Public License for more</span> | 
|  | 34   21 <span class="c"># details.</span> | 
|  | 35   22 <span class="c">#</span> | 
|  | 36   23 <span class="c"># You should have received a copy of the GNU Lesser General Public License</span> | 
|  | 37   24 <span class="c"># along with MayaChemTools; if not, see <http://www.gnu.org/licenses/> or</span> | 
|  | 38   25 <span class="c"># write to the Free Software Foundation Inc., 59 Temple Place, Suite 330,</span> | 
|  | 39   26 <span class="c"># Boston, MA, 02111-1307, USA.</span> | 
|  | 40   27 <span class="c">#</span> | 
|  | 41   28 | 
|  | 42   29 <span class="k">use</span> <span class="w">strict</span><span class="sc">;</span> | 
|  | 43   30 <span class="k">use</span> <span class="w">Carp</span><span class="sc">;</span> | 
|  | 44   31 <span class="k">use</span> <span class="w">Exporter</span><span class="sc">;</span> | 
|  | 45   32 <span class="k">use</span> <span class="w">Fingerprints::Fingerprints</span><span class="sc">;</span> | 
|  | 46   33 <span class="k">use</span> <span class="w">TextUtil</span> <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 47   34 <span class="k">use</span> <span class="w">MathUtil</span> <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 48   35 <span class="k">use</span> <span class="w">Molecule</span><span class="sc">;</span> | 
|  | 49   36 <span class="k">use</span> <span class="w">AtomTypes::FunctionalClassAtomTypes</span><span class="sc">;</span> | 
|  | 50   37 | 
|  | 51   38 <span class="k">use</span> <span class="w">vars</span> <span class="q">qw(@ISA @EXPORT @EXPORT_OK %EXPORT_TAGS)</span><span class="sc">;</span> | 
|  | 52   39 | 
|  | 53   40 <span class="i">@ISA</span> = <span class="q">qw(Fingerprints::Fingerprints Exporter)</span><span class="sc">;</span> | 
|  | 54   41 <span class="i">@EXPORT</span> = <span class="q">qw()</span><span class="sc">;</span> | 
|  | 55   42 <span class="i">@EXPORT_OK</span> = <span class="q">qw()</span><span class="sc">;</span> | 
|  | 56   43 | 
|  | 57   44 <span class="i">%EXPORT_TAGS</span> = <span class="s">(</span><span class="w">all</span>  <span class="cm">=></span> <span class="s">[</span><span class="i">@EXPORT</span><span class="cm">,</span> <span class="i">@EXPORT_OK</span><span class="s">]</span><span class="s">)</span><span class="sc">;</span> | 
|  | 58   45 | 
|  | 59   46 <span class="c"># Setup class variables...</span> | 
|  | 60   47 <span class="k">my</span><span class="s">(</span><span class="i">$ClassName</span><span class="s">)</span><span class="sc">;</span> | 
|  | 61   48 <span class="i">_InitializeClass</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 62   49 | 
|  | 63   50 <span class="c"># Overload Perl functions...</span> | 
|  | 64   51 <span class="k">use</span> <span class="w">overload</span> <span class="q">'""'</span> <span class="cm">=></span> <span class="q">'StringifyTopologicalPharmacophoreAtomTripletsFingerprints'</span><span class="sc">;</span> | 
|  | 65   52 | 
|  | 66   53 <span class="c"># Class constructor...</span> | 
|  | 67 <a name="new-"></a>  54 <span class="k">sub </span><span class="m">new</span> <span class="s">{</span> | 
|  | 68   55   <span class="k">my</span><span class="s">(</span><span class="i">$Class</span><span class="cm">,</span> <span class="i">%NamesAndValues</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 69   56 | 
|  | 70   57   <span class="c"># Initialize object...</span> | 
|  | 71   58   <span class="k">my</span> <span class="i">$This</span> = <span class="i">$Class</span><span class="i">->SUPER::new</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 72   59   <span class="k">bless</span> <span class="i">$This</span><span class="cm">,</span> <span class="k">ref</span><span class="s">(</span><span class="i">$Class</span><span class="s">)</span> || <span class="i">$Class</span><span class="sc">;</span> | 
|  | 73   60   <span class="i">$This</span><span class="i">->_InitializeTopologicalPharmacophoreAtomTripletsFingerprints</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 74   61 | 
|  | 75   62   <span class="i">$This</span><span class="i">->_InitializeTopologicalPharmacophoreAtomTripletsFingerprintsProperties</span><span class="s">(</span><span class="i">%NamesAndValues</span><span class="s">)</span><span class="sc">;</span> | 
|  | 76   63 | 
|  | 77   64   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 78   65 <span class="s">}</span> | 
|  | 79   66 | 
|  | 80   67 <span class="c"># Initialize object data...</span> | 
|  | 81   68 <span class="c">#</span> | 
|  | 82 <a name="_InitializeTopologicalPharmacophoreAtomTripletsFingerprints-"></a>  69 <span class="k">sub </span><span class="m">_InitializeTopologicalPharmacophoreAtomTripletsFingerprints</span> <span class="s">{</span> | 
|  | 83   70   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 84   71 | 
|  | 85   72   <span class="c"># Type of fingerprint...</span> | 
|  | 86   73   <span class="i">$This</span>->{<span class="w">Type</span>} = <span class="q">'TopologicalPharmacophoreAtomTriplets'</span><span class="sc">;</span> | 
|  | 87   74 | 
|  | 88   75   <span class="c"># Type of vector...</span> | 
|  | 89   76   <span class="i">$This</span>->{<span class="w">VectorType</span>} = <span class="q">'FingerprintsVector'</span><span class="sc">;</span> | 
|  | 90   77 | 
|  | 91   78   <span class="c"># AtomTripletsSetSizeToUse...</span> | 
|  | 92   79   <span class="c">#</span> | 
|  | 93   80   <span class="c"># ArbitrarySize - Corrresponds to atom triplets with non-zero count</span> | 
|  | 94   81   <span class="c"># FixedSize - Corresponds to all atom triplets with zero and non-zero count</span> | 
|  | 95   82   <span class="c">#</span> | 
|  | 96   83   <span class="c"># Possible values: ArbitrarySize or FixedSize. Default: ArbitrarySize</span> | 
|  | 97   84   <span class="c">#</span> | 
|  | 98   85   <span class="i">$This</span>->{<span class="w">AtomTripletsSetSizeToUse</span>} = <span class="q">''</span><span class="sc">;</span> | 
|  | 99   86 | 
|  | 100   87   <span class="c">#</span> | 
|  | 101   88   <span class="c"># OrderedNumericalValues - For ArbitrarySize value of AtomTripletsSetSizeToUse</span> | 
|  | 102   89   <span class="c"># NumericalValues - For FixedSize value of AtomTripletsSetSizeToUse</span> | 
|  | 103   90   <span class="c">#</span> | 
|  | 104   91   <span class="c"># Possible values: OrderedNumericalValues or NumericalValues. Default: NumericalValues</span> | 
|  | 105   92   <span class="c">#</span> | 
|  | 106   93   <span class="i">$This</span>->{<span class="w">FingerprintsVectorType</span>} = <span class="q">''</span><span class="sc">;</span> | 
|  | 107   94 | 
|  | 108   95   <span class="c"># Minimum and maximum bond distance between pharmacophore atom pairs corresponding to</span> | 
|  | 109   96   <span class="c"># atom triplets and distance bin size used for binning distances.</span> | 
|  | 110   97   <span class="c">#</span> | 
|  | 111   98   <span class="c"># In order to distribute distance bins of equal size, the last bin is allowed to go past the</span> | 
|  | 112   99   <span class="c"># maximum distance specified by upto distance bin size.</span> | 
|  | 113  100   <span class="c">#</span> | 
|  | 114  101   <span class="c"># The default MinDistance and MaxDistance values of 1 and 10 with DistanceBinSize of</span> | 
|  | 115  102   <span class="c"># 2 [ Ref 70 ] generates the following 5 distance bins: [1, 2] [3, 4] [5, 6] [7, 8] [9 10]</span> | 
|  | 116  103   <span class="c">#</span> | 
|  | 117  104   <span class="i">$This</span>->{<span class="w">MinDistance</span>} = <span class="n">1</span><span class="sc">;</span> | 
|  | 118  105   <span class="i">$This</span>->{<span class="w">MaxDistance</span>} = <span class="n">10</span><span class="sc">;</span> | 
|  | 119  106 | 
|  | 120  107   <span class="c"># Distance bin size used for binning distances...</span> | 
|  | 121  108   <span class="c">#</span> | 
|  | 122  109   <span class="i">$This</span>->{<span class="w">DistanceBinSize</span>} = <span class="n">2</span><span class="sc">;</span> | 
|  | 123  110 | 
|  | 124  111   <span class="c"># Determines whether to apply triangle inequality to distances triplets during basis set generation...</span> | 
|  | 125  112   <span class="c">#</span> | 
|  | 126  113   <span class="i">$This</span>->{<span class="w">UseTriangleInequality</span>} = <span class="n">1</span><span class="sc">;</span> | 
|  | 127  114 | 
|  | 128  115   <span class="c"># Initialize pharmacophore atom types information...</span> | 
|  | 129  116   <span class="i">$This</span><span class="i">->_InitializeToplogicalPharmacophoreAtomTypesInformation</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 130  117 | 
|  | 131  118   <span class="c"># Pharmacophore types assigned to each heavy atom...</span> | 
|  | 132  119   <span class="c">#</span> | 
|  | 133  120   <span class="i">%</span>{<span class="i">$This</span>->{<span class="w">AssignedAtomTypes</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 134  121 | 
|  | 135  122   <span class="c"># All pharmacophore atom triplets between minimum and maximum distance...</span> | 
|  | 136  123   <span class="c">#</span> | 
|  | 137  124   <span class="i">%</span>{<span class="i">$This</span>->{<span class="w">AtomTriplets</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 138  125   <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTriplets</span>}{<span class="w">IDs</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 139  126   <span class="i">%</span>{<span class="i">$This</span>->{<span class="w">AtomTriplets</span>}{<span class="w">Count</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 140  127 <span class="s">}</span> | 
|  | 141  128 | 
|  | 142  129 <span class="c"># Initialize class ...</span> | 
|  | 143 <a name="_InitializeClass-"></a> 130 <span class="k">sub </span><span class="m">_InitializeClass</span> <span class="s">{</span> | 
|  | 144  131   <span class="c">#Class name...</span> | 
|  | 145  132   <span class="i">$ClassName</span> = <span class="w">__PACKAGE__</span><span class="sc">;</span> | 
|  | 146  133 <span class="s">}</span> | 
|  | 147  134 | 
|  | 148  135 <span class="c"># Initialize object properties....</span> | 
|  | 149 <a name="_InitializeTopologicalPharmacophoreAtomTripletsFingerprintsProperties-"></a> 136 <span class="k">sub </span><span class="m">_InitializeTopologicalPharmacophoreAtomTripletsFingerprintsProperties</span> <span class="s">{</span> | 
|  | 150  137   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">%NamesAndValues</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 151  138 | 
|  | 152  139   <span class="k">my</span><span class="s">(</span><span class="i">$Name</span><span class="cm">,</span> <span class="i">$Value</span><span class="cm">,</span> <span class="i">$MethodName</span><span class="s">)</span><span class="sc">;</span> | 
|  | 153  140   <span class="k">while</span> <span class="s">(</span><span class="s">(</span><span class="i">$Name</span><span class="cm">,</span> <span class="i">$Value</span><span class="s">)</span> = <span class="k">each</span>  <span class="i">%NamesAndValues</span><span class="s">)</span> <span class="s">{</span> | 
|  | 154  141     <span class="i">$MethodName</span> = <span class="q">"Set${Name}"</span><span class="sc">;</span> | 
|  | 155  142     <span class="i">$This</span><span class="i">->$MethodName</span><span class="s">(</span><span class="i">$Value</span><span class="s">)</span><span class="sc">;</span> | 
|  | 156  143   <span class="s">}</span> | 
|  | 157  144 | 
|  | 158  145   <span class="c"># Make sure molecule object was specified...</span> | 
|  | 159  146   <span class="k">if</span> <span class="s">(</span>!<span class="k">exists</span> <span class="i">$NamesAndValues</span>{<span class="w">Molecule</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 160  147     <span class="w">croak</span> <span class="q">"Error: ${ClassName}->New: Object can't be instantiated without specifying molecule..."</span><span class="sc">;</span> | 
|  | 161  148   <span class="s">}</span> | 
|  | 162  149   <span class="i">$This</span><span class="i">->_InitializeTopologicalPharmacophoreAtomTripletsFingerprintsVector</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 163  150 | 
|  | 164  151   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 165  152 <span class="s">}</span> | 
|  | 166  153 | 
|  | 167  154 <span class="c"># Initialize fingerprints vector...</span> | 
|  | 168  155 <span class="c">#</span> | 
|  | 169 <a name="_InitializeTopologicalPharmacophoreAtomTripletsFingerprintsVector-"></a> 156 <span class="k">sub </span><span class="m">_InitializeTopologicalPharmacophoreAtomTripletsFingerprintsVector</span> <span class="s">{</span> | 
|  | 170  157   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 171  158 | 
|  | 172  159   <span class="k">if</span> <span class="s">(</span>!<span class="i">$This</span>->{<span class="w">AtomTripletsSetSizeToUse</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 173  160     <span class="i">$This</span>->{<span class="w">AtomTripletsSetSizeToUse</span>} =  <span class="q">'ArbitrarySize'</span><span class="sc">;</span> | 
|  | 174  161   <span class="s">}</span> | 
|  | 175  162 | 
|  | 176  163   <span class="c"># Vector type and type of values...</span> | 
|  | 177  164   <span class="i">$This</span>->{<span class="w">VectorType</span>} = <span class="q">'FingerprintsVector'</span><span class="sc">;</span> | 
|  | 178  165 | 
|  | 179  166   <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>->{<span class="w">AtomTripletsSetSizeToUse</span>} =~ <span class="q">/^FixedSize$/i</span><span class="s">)</span> <span class="s">{</span> | 
|  | 180  167     <span class="i">$This</span>->{<span class="w">FingerprintsVectorType</span>} = <span class="q">'OrderedNumericalValues'</span><span class="sc">;</span> | 
|  | 181  168   <span class="s">}</span> | 
|  | 182  169   <span class="k">else</span> <span class="s">{</span> | 
|  | 183  170     <span class="i">$This</span>->{<span class="w">FingerprintsVectorType</span>} = <span class="q">'NumericalValues'</span><span class="sc">;</span> | 
|  | 184  171   <span class="s">}</span> | 
|  | 185  172 | 
|  | 186  173   <span class="i">$This</span><span class="i">->_InitializeFingerprintsVector</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 187  174 <span class="s">}</span> | 
|  | 188  175 | 
|  | 189  176 <span class="c"># Set atom parits set size to use...</span> | 
|  | 190  177 <span class="c">#</span> | 
|  | 191 <a name="SetAtomTripletsSetSizeToUse-"></a> 178 <span class="k">sub </span><span class="m">SetAtomTripletsSetSizeToUse</span> <span class="s">{</span> | 
|  | 192  179   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$Value</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 193  180 | 
|  | 194  181   <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>->{<span class="w">AtomTripletsSetSizeToUse</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 195  182     <span class="w">croak</span> <span class="q">"Error: ${ClassName}->SetAtomTripletsSetSizeToUse: Can't change size:  It's already set..."</span><span class="sc">;</span> | 
|  | 196  183   <span class="s">}</span> | 
|  | 197  184 | 
|  | 198  185   <span class="k">if</span> <span class="s">(</span><span class="i">$Value</span> !~ <span class="q">/^(ArbitrarySize|FixedSize)$/i</span><span class="s">)</span> <span class="s">{</span> | 
|  | 199  186     <span class="w">croak</span> <span class="q">"Error: ${ClassName}->SetAtomTripletsSetSizeToUse: Unknown AtomTripletsSetSizeToUse value: $Value; Supported values: ArbitrarySize or FixedSize"</span><span class="sc">;</span> | 
|  | 200  187   <span class="s">}</span> | 
|  | 201  188 | 
|  | 202  189   <span class="i">$This</span>->{<span class="w">AtomTripletsSetSizeToUse</span>} = <span class="i">$Value</span><span class="sc">;</span> | 
|  | 203  190 | 
|  | 204  191   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 205  192 <span class="s">}</span> | 
|  | 206  193 | 
|  | 207  194 <span class="c"># Initialize topological atom types, generated by AtomTypes::FunctionalClassAtomTypes</span> | 
|  | 208  195 <span class="c"># class, to use for atom triplets fingerprint generation...</span> | 
|  | 209  196 <span class="c">#</span> | 
|  | 210  197 <span class="c"># Let:</span> | 
|  | 211  198 <span class="c">#   HBD: HydrogenBondDonor</span> | 
|  | 212  199 <span class="c">#   HBA: HydrogenBondAcceptor</span> | 
|  | 213  200 <span class="c">#   PI :  PositivelyIonizable</span> | 
|  | 214  201 <span class="c">#   NI : NegativelyIonizable</span> | 
|  | 215  202 <span class="c">#   Ar : Aromatic</span> | 
|  | 216  203 <span class="c">#   Hal : Halogen</span> | 
|  | 217  204 <span class="c">#   H : Hydrophobic</span> | 
|  | 218  205 <span class="c">#   RA : RingAtom</span> | 
|  | 219  206 <span class="c">#   CA : ChainAtom</span> | 
|  | 220  207 <span class="c">#</span> | 
|  | 221  208 <span class="c"># Then:</span> | 
|  | 222  209 <span class="c">#</span> | 
|  | 223  210 <span class="c">#   Functiononal class atom type specification for an atom corresponds to:</span> | 
|  | 224  211 <span class="c">#</span> | 
|  | 225  212 <span class="c">#     Ar.CA.H.HBA.HBD.Hal.NI.PI.RA</span> | 
|  | 226  213 <span class="c">#</span> | 
|  | 227  214 <span class="c">#   Default pharmacophore atom types [ Ref 71 ] to use for atom triplets fingerprint generation</span> | 
|  | 228  215 <span class="c">#   are: HBD, HBA, PI, NI, H, Ar</span> | 
|  | 229  216 <span class="c">#</span> | 
|  | 230  217 <span class="c">#   FunctionalAtomTypes are assigned using the following definitions [ Ref 60-61, Ref 65-66 ]:</span> | 
|  | 231  218 <span class="c">#</span> | 
|  | 232  219 <span class="c">#     HydrogenBondDonor: NH, NH2, OH</span> | 
|  | 233  220 <span class="c">#     HydrogenBondAcceptor: N[!H], O</span> | 
|  | 234  221 <span class="c">#     PositivelyIonizable: +, NH2</span> | 
|  | 235  222 <span class="c">#     NegativelyIonizable: -, C(=O)OH, S(=O)OH, P(=O)OH</span> | 
|  | 236  223 <span class="c">#</span> | 
|  | 237 <a name="_InitializeToplogicalPharmacophoreAtomTypesInformation-"></a> 224 <span class="k">sub </span><span class="m">_InitializeToplogicalPharmacophoreAtomTypesInformation</span> <span class="s">{</span> | 
|  | 238  225   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 239  226 | 
|  | 240  227   <span class="c">#   Default pharmacophore atom types to use for atom triplets fingerprint generation</span> | 
|  | 241  228   <span class="c">#   are: HBD, HBA, PI, NI, H, Ar</span> | 
|  | 242  229   <span class="c">#</span> | 
|  | 243  230   <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTypesToUse</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 244  231   <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTypesToUse</span>}} = <span class="k">sort</span> <span class="s">(</span><span class="q">'HBD'</span><span class="cm">,</span> <span class="q">'HBA'</span><span class="cm">,</span> <span class="q">'PI'</span><span class="cm">,</span> <span class="q">'NI'</span><span class="cm">,</span> <span class="q">'H'</span><span class="cm">,</span> <span class="q">'Ar'</span><span class="s">)</span><span class="sc">;</span> | 
|  | 245  232 | 
|  | 246  233   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 247  234 <span class="s">}</span> | 
|  | 248  235 | 
|  | 249  236 <span class="c"># Set atom types to use for atom triplets...</span> | 
|  | 250  237 <span class="c">#</span> | 
|  | 251 <a name="SetAtomTypesToUse-"></a> 238 <span class="k">sub </span><span class="m">SetAtomTypesToUse</span> <span class="s">{</span> | 
|  | 252  239   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">@Values</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 253  240   <span class="k">my</span><span class="s">(</span><span class="i">$FirstValue</span><span class="cm">,</span> <span class="i">$TypeOfFirstValue</span><span class="cm">,</span> <span class="i">$AtomType</span><span class="cm">,</span> <span class="i">$SpecifiedAtomType</span><span class="cm">,</span> <span class="i">@SpecifiedAtomTypes</span><span class="cm">,</span> <span class="i">@AtomTypesToUse</span><span class="s">)</span><span class="sc">;</span> | 
|  | 254  241 | 
|  | 255  242   <span class="k">if</span> <span class="s">(</span>!<span class="i">@Values</span><span class="s">)</span> <span class="s">{</span> | 
|  | 256  243     <span class="w">carp</span> <span class="q">"Warning: ${ClassName}->SetAtomTypesToUse: No values specified..."</span><span class="sc">;</span> | 
|  | 257  244     <span class="k">return</span><span class="sc">;</span> | 
|  | 258  245   <span class="s">}</span> | 
|  | 259  246 | 
|  | 260  247   <span class="i">$FirstValue</span> = <span class="i">$Values</span>[<span class="n">0</span>]<span class="sc">;</span> | 
|  | 261  248   <span class="i">$TypeOfFirstValue</span> = <span class="k">ref</span> <span class="i">$FirstValue</span><span class="sc">;</span> | 
|  | 262  249 | 
|  | 263  250   <span class="i">@SpecifiedAtomTypes</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 264  251   <span class="i">@AtomTypesToUse</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 265  252 | 
|  | 266  253   <span class="k">if</span> <span class="s">(</span><span class="i">$TypeOfFirstValue</span> =~ <span class="q">/^ARRAY/</span><span class="s">)</span> <span class="s">{</span> | 
|  | 267  254     <span class="k">push</span> <span class="i">@SpecifiedAtomTypes</span><span class="cm">,</span> <span class="i">@</span>{<span class="i">$FirstValue</span>}<span class="sc">;</span> | 
|  | 268  255   <span class="s">}</span> | 
|  | 269  256   <span class="k">else</span> <span class="s">{</span> | 
|  | 270  257     <span class="k">push</span> <span class="i">@SpecifiedAtomTypes</span><span class="cm">,</span> <span class="i">@Values</span><span class="sc">;</span> | 
|  | 271  258   <span class="s">}</span> | 
|  | 272  259 | 
|  | 273  260   <span class="c"># Make sure specified AtomTypes are valid...</span> | 
|  | 274  261   <span class="k">for</span> <span class="i">$SpecifiedAtomType</span> <span class="s">(</span><span class="i">@SpecifiedAtomTypes</span><span class="s">)</span> <span class="s">{</span> | 
|  | 275  262     <span class="k">if</span> <span class="s">(</span>!<span class="i">AtomTypes::FunctionalClassAtomTypes::IsFunctionalClassAvailable</span><span class="s">(</span><span class="i">$SpecifiedAtomType</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 276  263       <span class="w">croak</span> <span class="q">"Error: ${ClassName}->SetAtomTypesToUse: Specified atom type, $SpecifiedAtomType, is not supported...\n "</span><span class="sc">;</span> | 
|  | 277  264     <span class="s">}</span> | 
|  | 278  265     <span class="i">$AtomType</span> = <span class="i">$SpecifiedAtomType</span><span class="sc">;</span> | 
|  | 279  266     <span class="k">push</span> <span class="i">@AtomTypesToUse</span><span class="cm">,</span> <span class="i">$AtomType</span><span class="sc">;</span> | 
|  | 280  267   <span class="s">}</span> | 
|  | 281  268 | 
|  | 282  269   <span class="c"># Set atom types to use...</span> | 
|  | 283  270   <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTypesToUse</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 284  271   <span class="k">push</span> <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTypesToUse</span>}}<span class="cm">,</span> <span class="k">sort</span> <span class="i">@AtomTypesToUse</span><span class="sc">;</span> | 
|  | 285  272 | 
|  | 286  273   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 287  274 <span class="s">}</span> | 
|  | 288  275 | 
|  | 289  276 <span class="c"># Set minimum distance for pharmacophore atom pairs in atom triplets...</span> | 
|  | 290  277 <span class="c">#</span> | 
|  | 291 <a name="SetMinDistance-"></a> 278 <span class="k">sub </span><span class="m">SetMinDistance</span> <span class="s">{</span> | 
|  | 292  279   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$Value</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 293  280 | 
|  | 294  281   <span class="k">if</span> <span class="s">(</span>!<span class="i">TextUtil::IsPositiveInteger</span><span class="s">(</span><span class="i">$Value</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 295  282     <span class="w">croak</span> <span class="q">"Error: ${ClassName}->SetMinDistance: MinDistance value, $Value, is not valid:  It must be a positive integer..."</span><span class="sc">;</span> | 
|  | 296  283   <span class="s">}</span> | 
|  | 297  284   <span class="i">$This</span>->{<span class="w">MinDistance</span>} = <span class="i">$Value</span><span class="sc">;</span> | 
|  | 298  285 | 
|  | 299  286   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 300  287 <span class="s">}</span> | 
|  | 301  288 | 
|  | 302  289 <span class="c"># Set maximum distance for pharmacophore atom pairs in atom triplets...</span> | 
|  | 303  290 <span class="c">#</span> | 
|  | 304 <a name="SetMaxDistance-"></a> 291 <span class="k">sub </span><span class="m">SetMaxDistance</span> <span class="s">{</span> | 
|  | 305  292   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$Value</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 306  293 | 
|  | 307  294   <span class="k">if</span> <span class="s">(</span>!<span class="i">TextUtil::IsPositiveInteger</span><span class="s">(</span><span class="i">$Value</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 308  295     <span class="w">croak</span> <span class="q">"Error: ${ClassName}->SetMaxDistance: MaxDistance value, $Value, is not valid:  It must be a positive integer..."</span><span class="sc">;</span> | 
|  | 309  296   <span class="s">}</span> | 
|  | 310  297   <span class="i">$This</span>->{<span class="w">MaxDistance</span>} = <span class="i">$Value</span><span class="sc">;</span> | 
|  | 311  298 | 
|  | 312  299   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 313  300 <span class="s">}</span> | 
|  | 314  301 | 
|  | 315  302 <span class="c"># Set distance bin size for binning pharmacophore atom pair distances in atom triplets...</span> | 
|  | 316  303 <span class="c">#</span> | 
|  | 317 <a name="SetDistanceBinSize-"></a> 304 <span class="k">sub </span><span class="m">SetDistanceBinSize</span> <span class="s">{</span> | 
|  | 318  305   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$Value</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 319  306 | 
|  | 320  307   <span class="k">if</span> <span class="s">(</span>!<span class="i">TextUtil::IsPositiveInteger</span><span class="s">(</span><span class="i">$Value</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 321  308     <span class="w">croak</span> <span class="q">"Error: ${ClassName}->SetDistanceBinSize: DistanceBinSize value, $Value, is not valid:  It must be a positive integer..."</span><span class="sc">;</span> | 
|  | 322  309   <span class="s">}</span> | 
|  | 323  310   <span class="i">$This</span>->{<span class="w">DistanceBinSize</span>} = <span class="i">$Value</span><span class="sc">;</span> | 
|  | 324  311 | 
|  | 325  312   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 326  313 <span class="s">}</span> | 
|  | 327  314 | 
|  | 328  315 <span class="c"># Generate fingerprints description...</span> | 
|  | 329  316 <span class="c">#</span> | 
|  | 330 <a name="GetDescription-"></a> 317 <span class="k">sub </span><span class="m">GetDescription</span> <span class="s">{</span> | 
|  | 331  318   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 332  319 | 
|  | 333  320   <span class="c"># Is description explicity set?</span> | 
|  | 334  321   <span class="k">if</span> <span class="s">(</span><span class="k">exists</span> <span class="i">$This</span>->{<span class="w">Description</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 335  322     <span class="k">return</span> <span class="i">$This</span>->{<span class="w">Description</span>}<span class="sc">;</span> | 
|  | 336  323   <span class="s">}</span> | 
|  | 337  324 | 
|  | 338  325   <span class="c"># Generate fingerprints description...</span> | 
|  | 339  326 | 
|  | 340  327   <span class="k">return</span> <span class="q">"$This->{Type}:$This->{AtomTripletsSetSizeToUse}:MinDistance$This->{MinDistance}:MaxDistance$This->{MaxDistance}"</span><span class="sc">;</span> | 
|  | 341  328 <span class="s">}</span> | 
|  | 342  329 | 
|  | 343  330 <span class="c"># Generate topological pharmacophore atom triplets [ Ref 66, Ref 68-71 ]  fingerprints...</span> | 
|  | 344  331 <span class="c">#</span> | 
|  | 345  332 <span class="c"># Let:</span> | 
|  | 346  333 <span class="c">#</span> | 
|  | 347  334 <span class="c">#   P = Any of the supported pharmacophore atom types</span> | 
|  | 348  335 <span class="c">#</span> | 
|  | 349  336 <span class="c">#   Px = Pharmacophore atom x</span> | 
|  | 350  337 <span class="c">#   Py = Pharmacophore atom y</span> | 
|  | 351  338 <span class="c">#   Pz = Pharmacophore atom z</span> | 
|  | 352  339 <span class="c">#</span> | 
|  | 353  340 <span class="c">#   Dxy = Distance or lower bound of binned distance between Px and Py</span> | 
|  | 354  341 <span class="c">#   Dxz = Distance or lower bound of binned distance between Px and Pz</span> | 
|  | 355  342 <span class="c">#   Dyz = Distance or lower bound of binned distance between Py and Pz</span> | 
|  | 356  343 <span class="c">#</span> | 
|  | 357  344 <span class="c"># Then:</span> | 
|  | 358  345 <span class="c">#   PxDyz-PyDxz-PzDxy = Pharmacophore atom triplet ID for atoms Px, Py and Pz</span> | 
|  | 359  346 <span class="c">#</span> | 
|  | 360  347 <span class="c"># For example: H1-H1-H1, H2-HBA-H2 and so on</span> | 
|  | 361  348 <span class="c">#</span> | 
|  | 362  349 <span class="c"># Methodology:</span> | 
|  | 363  350 <span class="c">#   . Generate a distance matrix.</span> | 
|  | 364  351 <span class="c">#   . Using specified minimum, maximum and distance bin size, generate a binned distance</span> | 
|  | 365  352 <span class="c">#     matrix from distance matrix. The lower distance bound on the distance bin is used</span> | 
|  | 366  353 <span class="c">#     in the binned distance matrix and atom triplet IDs.</span> | 
|  | 367  354 <span class="c">#   . Assign pharmacophore atom types to all the atoms.</span> | 
|  | 368  355 <span class="c">#   . Initialize pharmacophore atom triplets basis set for all unique triplets constituting</span> | 
|  | 369  356 <span class="c">#     atom pairs binned distances between minimum and maximum distance.</span> | 
|  | 370  357 <span class="c">#       . Optionally, trinagle inequality is also implied which means:</span> | 
|  | 371  358 <span class="c">#         . Distance or binned distance between any two pairs in a triplet must be less than the</span> | 
|  | 372  359 <span class="c">#            sum of distances or binned distances between other two pairs and greater than the</span> | 
|  | 373  360 <span class="c">#            difference of distances between other pairs.</span> | 
|  | 374  361 <span class="c">#   . Using binned distance matrix and pharmacophore atom types, count occurance of</span> | 
|  | 375  362 <span class="c">#     unique atom triplets.</span> | 
|  | 376  363 <span class="c">#</span> | 
|  | 377  364 <span class="c"># Notes:</span> | 
|  | 378  365 <span class="c">#   . Hydrogen atoms are ignored during the fingerprint generation.</span> | 
|  | 379  366 <span class="c">#</span> | 
|  | 380 <a name="GenerateFingerprints-"></a> 367 <span class="k">sub </span><span class="m">GenerateFingerprints</span> <span class="s">{</span> | 
|  | 381  368   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 382  369 | 
|  | 383  370   <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>->{<span class="w">MinDistance</span>} > <span class="i">$This</span>->{<span class="w">MaxDistance</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 384  371     <span class="w">croak</span> <span class="q">"Error: ${ClassName}->GenerateTopologicalPharmacophoreAtomTripletsFingerprints: No fingerpritns generated: MinDistance, $This->{MinDistance}, must be <= MaxDistance, $This->{MaxDistance}..."</span><span class="sc">;</span> | 
|  | 385  372   <span class="s">}</span> | 
|  | 386  373 | 
|  | 387  374   <span class="c"># Cache appropriate molecule data...</span> | 
|  | 388  375   <span class="i">$This</span><span class="i">->_SetupMoleculeDataCache</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 389  376 | 
|  | 390  377   <span class="c"># Generate distance matrix...</span> | 
|  | 391  378   <span class="k">if</span> <span class="s">(</span>!<span class="i">$This</span><span class="i">->_SetupDistanceMatrix</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 392  379     <span class="w">carp</span> <span class="q">"Warning: ${ClassName}->GenerateFingerprints: Fingerprints generation didn't succeed: Couldn't generate distance matrix..."</span><span class="sc">;</span> | 
|  | 393  380     <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 394  381   <span class="s">}</span> | 
|  | 395  382 | 
|  | 396  383   <span class="c"># Generate binned distance matrix...</span> | 
|  | 397  384   <span class="i">$This</span><span class="i">->_GenerateBinnedDistanceMatrix</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 398  385 | 
|  | 399  386   <span class="c"># Assign pharmacohore atom types to all heavy atoms...</span> | 
|  | 400  387   <span class="i">$This</span><span class="i">->_AssignPharmacophoreAtomTypes</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 401  388 | 
|  | 402  389   <span class="c"># Initialize values of all possible pharmacohore atom triplets...</span> | 
|  | 403  390   <span class="i">$This</span><span class="i">->_InitializePharmacophoreAtomTriplets</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 404  391 | 
|  | 405  392   <span class="c"># Count atom triplets...</span> | 
|  | 406  393   <span class="i">$This</span><span class="i">->_CountPharmacohoreAtomTriplets</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 407  394 | 
|  | 408  395   <span class="c"># Set final fingerprints...</span> | 
|  | 409  396   <span class="i">$This</span><span class="i">->_SetFinalFingerprints</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 410  397 | 
|  | 411  398   <span class="c"># Clear cached molecule data...</span> | 
|  | 412  399   <span class="i">$This</span><span class="i">->_ClearMoleculeDataCache</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 413  400 | 
|  | 414  401   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 415  402 <span class="s">}</span> | 
|  | 416  403 | 
|  | 417  404 <span class="c"># Setup distance matrix...</span> | 
|  | 418  405 <span class="c">#</span> | 
|  | 419 <a name="_SetupDistanceMatrix-"></a> 406 <span class="k">sub </span><span class="m">_SetupDistanceMatrix</span> <span class="s">{</span> | 
|  | 420  407   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 421  408 | 
|  | 422  409   <span class="i">$This</span>->{<span class="w">DistanceMatrix</span>} = <span class="i">$This</span><span class="i">->GetMolecule</span><span class="s">(</span><span class="s">)</span><span class="i">->GetDistanceMatrix</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 423  410 | 
|  | 424  411   <span class="k">if</span> <span class="s">(</span>!<span class="i">$This</span>->{<span class="w">DistanceMatrix</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 425  412     <span class="k">return</span> <span class="k">undef</span><span class="sc">;</span> | 
|  | 426  413   <span class="s">}</span> | 
|  | 427  414 | 
|  | 428  415   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 429  416 <span class="s">}</span> | 
|  | 430  417 | 
|  | 431  418 <span class="c"># Generate binned distance matrix for distances with in the specified distance ranges...</span> | 
|  | 432  419 <span class="c">#</span> | 
|  | 433 <a name="_GenerateBinnedDistanceMatrix-"></a> 420 <span class="k">sub </span><span class="m">_GenerateBinnedDistanceMatrix</span> <span class="s">{</span> | 
|  | 434  421   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 435  422   <span class="k">my</span><span class="s">(</span><span class="i">$DistanceMatrix</span><span class="cm">,</span> <span class="i">$BinnedDistanceMatrix</span><span class="cm">,</span> <span class="i">$NumOfRows</span><span class="cm">,</span> <span class="i">$NumOfCols</span><span class="cm">,</span> <span class="i">$RowIndex</span><span class="cm">,</span> <span class="i">$ColIndex</span><span class="cm">,</span> <span class="i">$SkipIndexCheck</span><span class="s">)</span><span class="sc">;</span> | 
|  | 436  423 | 
|  | 437  424   <span class="i">$DistanceMatrix</span> = <span class="i">$This</span>->{<span class="w">DistanceMatrix</span>}<span class="sc">;</span> | 
|  | 438  425   <span class="s">(</span><span class="i">$NumOfRows</span><span class="cm">,</span> <span class="i">$NumOfCols</span><span class="s">)</span> = <span class="i">$DistanceMatrix</span><span class="i">->GetSize</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 439  426 | 
|  | 440  427   <span class="c"># Initialize binned distance matrix...</span> | 
|  | 441  428   <span class="i">$BinnedDistanceMatrix</span> = <span class="i">new</span> <span class="i">Matrix</span><span class="s">(</span><span class="i">$NumOfRows</span><span class="cm">,</span> <span class="i">$NumOfCols</span><span class="s">)</span><span class="sc">;</span> | 
|  | 442  429 | 
|  | 443  430   <span class="c"># Setup distance to binned distance map...</span> | 
|  | 444  431   <span class="k">my</span><span class="s">(</span><span class="i">$BinnedDistance</span><span class="cm">,</span> <span class="i">$Distance</span><span class="cm">,</span> <span class="i">%DistanceToBinnedDistance</span><span class="s">)</span><span class="sc">;</span> | 
|  | 445  432   <span class="i">%DistanceToBinnedDistance</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 446  433   <span class="k">for</span> <span class="s">(</span><span class="i">$BinnedDistance</span> = <span class="i">$This</span>->{<span class="w">MinDistance</span>}<span class="sc">;</span> <span class="i">$BinnedDistance</span> <= <span class="i">$This</span>->{<span class="w">MaxDistance</span>}<span class="sc">;</span> <span class="i">$BinnedDistance</span> += <span class="i">$This</span>->{<span class="w">DistanceBinSize</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 447  434     <span class="k">for</span> <span class="i">$Distance</span> <span class="s">(</span><span class="i">$BinnedDistance</span> .. <span class="s">(</span><span class="i">$BinnedDistance</span> + <span class="i">$This</span>->{<span class="w">DistanceBinSize</span>} - <span class="n">1</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 448  435       <span class="i">$DistanceToBinnedDistance</span>{<span class="i">$Distance</span>} = <span class="i">$BinnedDistance</span><span class="sc">;</span> | 
|  | 449  436     <span class="s">}</span> | 
|  | 450  437   <span class="s">}</span> | 
|  | 451  438 | 
|  | 452  439   <span class="c"># Generate binned distance matrix...</span> | 
|  | 453  440   <span class="i">$SkipIndexCheck</span> = <span class="n">0</span><span class="sc">;</span> | 
|  | 454  441   <span class="k">for</span> <span class="i">$RowIndex</span> <span class="s">(</span><span class="n">0</span> .. <span class="s">(</span><span class="i">$NumOfRows</span> - <span class="n">1</span><span class="s">)</span> <span class="s">)</span> <span class="s">{</span> | 
|  | 455  442     <span class="j">COLINDEX:</span> <span class="k">for</span> <span class="i">$ColIndex</span> <span class="s">(</span><span class="s">(</span><span class="i">$RowIndex</span> + <span class="n">1</span><span class="s">)</span> .. <span class="s">(</span><span class="i">$NumOfCols</span> - <span class="n">1</span><span class="s">)</span> <span class="s">)</span> <span class="s">{</span> | 
|  | 456  443       <span class="i">$Distance</span> = <span class="i">$DistanceMatrix</span><span class="i">->GetValue</span><span class="s">(</span><span class="i">$RowIndex</span><span class="cm">,</span> <span class="i">$ColIndex</span><span class="cm">,</span> <span class="i">$SkipIndexCheck</span><span class="s">)</span><span class="sc">;</span> | 
|  | 457  444       <span class="k">if</span> <span class="s">(</span><span class="i">$Distance</span> < <span class="i">$This</span>->{<span class="w">MinDistance</span>} || <span class="i">$Distance</span> > <span class="i">$This</span>->{<span class="w">MaxDistance</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 458  445         <span class="k">next</span> <span class="j">COLINDEX</span><span class="sc">;</span> | 
|  | 459  446       <span class="s">}</span> | 
|  | 460  447       <span class="i">$BinnedDistance</span> = <span class="i">$DistanceToBinnedDistance</span>{<span class="i">$Distance</span>}<span class="sc">;</span> | 
|  | 461  448       <span class="i">$BinnedDistanceMatrix</span><span class="i">->SetValue</span><span class="s">(</span><span class="i">$RowIndex</span><span class="cm">,</span> <span class="i">$ColIndex</span><span class="cm">,</span> <span class="i">$BinnedDistance</span><span class="cm">,</span> <span class="i">$SkipIndexCheck</span><span class="s">)</span><span class="sc">;</span> | 
|  | 462  449       <span class="i">$BinnedDistanceMatrix</span><span class="i">->SetValue</span><span class="s">(</span><span class="i">$ColIndex</span><span class="cm">,</span> <span class="i">$RowIndex</span><span class="cm">,</span> <span class="i">$BinnedDistance</span><span class="cm">,</span> <span class="i">$SkipIndexCheck</span><span class="s">)</span><span class="sc">;</span> | 
|  | 463  450     <span class="s">}</span> | 
|  | 464  451   <span class="s">}</span> | 
|  | 465  452 | 
|  | 466  453   <span class="i">$This</span>->{<span class="w">BinnedDistanceMatrix</span>} = <span class="i">$BinnedDistanceMatrix</span><span class="sc">;</span> | 
|  | 467  454 | 
|  | 468  455   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 469  456 <span class="s">}</span> | 
|  | 470  457 | 
|  | 471  458 <span class="c"># Assign pharmacohore atom types to all heavy atoms...</span> | 
|  | 472  459 <span class="c">#</span> | 
|  | 473 <a name="_AssignPharmacophoreAtomTypes-"></a> 460 <span class="k">sub </span><span class="m">_AssignPharmacophoreAtomTypes</span> <span class="s">{</span> | 
|  | 474  461   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 475  462   <span class="k">my</span><span class="s">(</span><span class="i">$Atom</span><span class="cm">,</span> <span class="i">$AtomID</span><span class="cm">,</span> <span class="i">$AtomType</span><span class="cm">,</span> <span class="i">$FunctionalClassAtomTypes</span><span class="s">)</span><span class="sc">;</span> | 
|  | 476  463 | 
|  | 477  464   <span class="c"># Assign topological pharmacophore atom types...</span> | 
|  | 478  465   <span class="i">$FunctionalClassAtomTypes</span> = <span class="i">new</span> <span class="i">AtomTypes::FunctionalClassAtomTypes</span><span class="s">(</span><span class="q">'Molecule'</span> <span class="cm">=></span> <span class="i">$This</span>->{<span class="w">Molecule</span>}<span class="cm">,</span> <span class="q">'IgnoreHydrogens'</span> <span class="cm">=></span> <span class="n">1</span><span class="cm">,</span> <span class="q">'FunctionalClassesToUse'</span> <span class="cm">=></span> <span class="i">$This</span>->{<span class="w">AtomTypesToUse</span>}<span class="s">)</span><span class="sc">;</span> | 
|  | 479  466   <span class="i">$FunctionalClassAtomTypes</span><span class="i">->AssignAtomTypes</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 480  467 | 
|  | 481  468   <span class="i">%</span>{<span class="i">$This</span>->{<span class="w">AssignedAtomTypes</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 482  469 | 
|  | 483  470   <span class="j">ATOM:</span> <span class="k">for</span> <span class="i">$Atom</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>->{<span class="w">Atoms</span>}}<span class="s">)</span> <span class="s">{</span> | 
|  | 484  471     <span class="k">if</span> <span class="s">(</span><span class="i">$Atom</span><span class="i">->IsHydrogen</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 485  472       <span class="k">next</span> <span class="j">ATOM</span><span class="sc">;</span> | 
|  | 486  473     <span class="s">}</span> | 
|  | 487  474     <span class="i">$AtomID</span> = <span class="i">$Atom</span><span class="i">->GetID</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 488  475 | 
|  | 489  476     <span class="k">my</span><span class="s">(</span><span class="i">@AtomTypes</span><span class="s">)</span><span class="sc">;</span> | 
|  | 490  477     <span class="i">@AtomTypes</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 491  478 | 
|  | 492  479     <span class="i">$AtomType</span> = <span class="i">$FunctionalClassAtomTypes</span><span class="i">->GetAtomType</span><span class="s">(</span><span class="i">$Atom</span><span class="s">)</span><span class="sc">;</span> | 
|  | 493  480     <span class="k">if</span> <span class="s">(</span><span class="i">$AtomType</span> && <span class="i">$AtomType</span> !~ <span class="q">/^None$/i</span><span class="s">)</span> <span class="s">{</span> | 
|  | 494  481       <span class="k">push</span> <span class="i">@AtomTypes</span><span class="cm">,</span> <span class="k">split</span> <span class="q">/\./</span><span class="cm">,</span> <span class="i">$AtomType</span><span class="sc">;</span> | 
|  | 495  482     <span class="s">}</span> | 
|  | 496  483     <span class="c"># Assign phramacophore types list to atom...</span> | 
|  | 497  484     <span class="i">$This</span>->{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID</span>} = \<span class="i">@AtomTypes</span><span class="sc">;</span> | 
|  | 498  485   <span class="s">}</span> | 
|  | 499  486   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 500  487 <span class="s">}</span> | 
|  | 501  488 | 
|  | 502  489 <span class="c"># Initialize pharmacophore atom triplets basis set for all unique triplets constituting atom pairs</span> | 
|  | 503  490 <span class="c"># binned distances between minimum and maximum distance and optionally applying triangle</span> | 
|  | 504  491 <span class="c"># inequality. The DistanceBinSize determines the size of the distance bins. The lower distance</span> | 
|  | 505  492 <span class="c"># bound, along with specified pharmacophore types, is used during generation of atom triplet</span> | 
|  | 506  493 <span class="c"># IDs.</span> | 
|  | 507  494 <span class="c">#</span> | 
|  | 508  495 <span class="c">#</span> | 
|  | 509 <a name="_InitializePharmacophoreAtomTriplets-"></a> 496 <span class="k">sub </span><span class="m">_InitializePharmacophoreAtomTriplets</span> <span class="s">{</span> | 
|  | 510  497   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 511  498   <span class="k">my</span><span class="s">(</span><span class="i">$AtomType1</span><span class="cm">,</span> <span class="i">$AtomType2</span><span class="cm">,</span> <span class="i">$AtomType3</span><span class="cm">,</span> <span class="i">$BinnedDistance12</span><span class="cm">,</span> <span class="i">$BinnedDistance13</span><span class="cm">,</span> <span class="i">$BinnedDistance23</span><span class="cm">,</span> <span class="i">$AtomTripletID</span><span class="s">)</span><span class="sc">;</span> | 
|  | 512  499 | 
|  | 513  500   <span class="c"># Initialize atom triplets information...</span> | 
|  | 514  501   <span class="k">for</span> <span class="s">(</span><span class="i">$BinnedDistance12</span> = <span class="i">$This</span>->{<span class="w">MinDistance</span>}<span class="sc">;</span> <span class="i">$BinnedDistance12</span> <= <span class="i">$This</span>->{<span class="w">MaxDistance</span>}<span class="sc">;</span> <span class="i">$BinnedDistance12</span> += <span class="i">$This</span>->{<span class="w">DistanceBinSize</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 515  502     <span class="k">for</span> <span class="s">(</span><span class="i">$BinnedDistance13</span> = <span class="i">$This</span>->{<span class="w">MinDistance</span>}<span class="sc">;</span> <span class="i">$BinnedDistance13</span> <= <span class="i">$This</span>->{<span class="w">MaxDistance</span>}<span class="sc">;</span> <span class="i">$BinnedDistance13</span> += <span class="i">$This</span>->{<span class="w">DistanceBinSize</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 516  503       <span class="j">DISTANCE23:</span> <span class="k">for</span> <span class="s">(</span><span class="i">$BinnedDistance23</span> = <span class="i">$BinnedDistance12</span><span class="sc">;</span> <span class="i">$BinnedDistance23</span> <= <span class="i">$This</span>->{<span class="w">MaxDistance</span>}<span class="sc">;</span> <span class="i">$BinnedDistance23</span> += <span class="i">$This</span>->{<span class="w">DistanceBinSize</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 517  504         <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>->{<span class="w">UseTriangleInequality</span>} && !<span class="i">$This</span><span class="i">->_DoDistancesSatisfyTriangleInequality</span><span class="s">(</span><span class="i">$BinnedDistance12</span><span class="cm">,</span> <span class="i">$BinnedDistance13</span><span class="cm">,</span> <span class="i">$BinnedDistance23</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 518  505           <span class="k">next</span> <span class="j">DISTANCE23</span><span class="sc">;</span> | 
|  | 519  506         <span class="s">}</span> | 
|  | 520  507         <span class="k">for</span> <span class="i">$AtomType1</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTypesToUse</span>}}<span class="s">)</span> <span class="s">{</span> | 
|  | 521  508           <span class="k">for</span> <span class="i">$AtomType2</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTypesToUse</span>}}<span class="s">)</span> <span class="s">{</span> | 
|  | 522  509             <span class="j">ATOMTYPE3:</span> <span class="k">for</span> <span class="i">$AtomType3</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTypesToUse</span>}}<span class="s">)</span> <span class="s">{</span> | 
|  | 523  510               <span class="i">$AtomTripletID</span> = <span class="i">$This</span><span class="i">->_GetAtomTripletID</span><span class="s">(</span><span class="i">$AtomType1</span><span class="cm">,</span> <span class="i">$BinnedDistance23</span><span class="cm">,</span> <span class="i">$AtomType2</span><span class="cm">,</span> <span class="i">$BinnedDistance13</span><span class="cm">,</span> <span class="i">$AtomType3</span><span class="cm">,</span> <span class="i">$BinnedDistance12</span><span class="s">)</span><span class="sc">;</span> | 
|  | 524  511               <span class="k">if</span> <span class="s">(</span><span class="k">exists</span> <span class="i">$This</span>->{<span class="w">AtomTriplets</span>}{<span class="w">Count</span>}{<span class="i">$AtomTripletID</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 525  512                       <span class="k">next</span> <span class="j">ATOMTYPE3</span><span class="sc">;</span> | 
|  | 526  513               <span class="s">}</span> | 
|  | 527  514               <span class="c"># Unique atom triplets information...</span> | 
|  | 528  515               <span class="k">push</span> <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTriplets</span>}{<span class="w">IDs</span>}}<span class="cm">,</span> <span class="i">$AtomTripletID</span><span class="sc">;</span> | 
|  | 529  516               <span class="i">$This</span>->{<span class="w">AtomTriplets</span>}{<span class="w">Count</span>}{<span class="i">$AtomTripletID</span>} = <span class="n">0</span><span class="sc">;</span> | 
|  | 530  517             <span class="s">}</span> | 
|  | 531  518           <span class="s">}</span> | 
|  | 532  519         <span class="s">}</span> | 
|  | 533  520       <span class="s">}</span> | 
|  | 534  521     <span class="s">}</span> | 
|  | 535  522   <span class="s">}</span> | 
|  | 536  523   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 537  524 <span class="s">}</span> | 
|  | 538  525 | 
|  | 539  526 <span class="c"># Check triangle inequality...</span> | 
|  | 540  527 <span class="c">#</span> | 
|  | 541 <a name="_DoDistancesSatisfyTriangleInequality-"></a> 528 <span class="k">sub </span><span class="m">_DoDistancesSatisfyTriangleInequality</span> <span class="s">{</span> | 
|  | 542  529   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$Distance1</span><span class="cm">,</span> <span class="i">$Distance2</span><span class="cm">,</span> <span class="i">$Distance3</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 543  530 | 
|  | 544  531   <span class="k">if</span> <span class="s">(</span> !<span class="s">(</span><span class="i">$Distance1</span> > <span class="k">abs</span><span class="s">(</span><span class="i">$Distance2</span> - <span class="i">$Distance3</span><span class="s">)</span> && <span class="i">$Distance1</span> < <span class="s">(</span><span class="i">$Distance2</span> + <span class="i">$Distance3</span><span class="s">)</span><span class="s">)</span> <span class="s">)</span> <span class="s">{</span> | 
|  | 545  532     <span class="k">return</span> <span class="n">0</span><span class="sc">;</span> | 
|  | 546  533   <span class="s">}</span> | 
|  | 547  534   <span class="k">if</span> <span class="s">(</span> !<span class="s">(</span><span class="i">$Distance2</span> > <span class="k">abs</span><span class="s">(</span><span class="i">$Distance1</span> - <span class="i">$Distance3</span><span class="s">)</span> && <span class="i">$Distance2</span> < <span class="s">(</span><span class="i">$Distance1</span> + <span class="i">$Distance3</span><span class="s">)</span><span class="s">)</span> <span class="s">)</span> <span class="s">{</span> | 
|  | 548  535     <span class="k">return</span> <span class="n">0</span><span class="sc">;</span> | 
|  | 549  536   <span class="s">}</span> | 
|  | 550  537   <span class="k">if</span> <span class="s">(</span> !<span class="s">(</span><span class="i">$Distance3</span> > <span class="k">abs</span><span class="s">(</span><span class="i">$Distance1</span> - <span class="i">$Distance2</span><span class="s">)</span> && <span class="i">$Distance3</span> < <span class="s">(</span><span class="i">$Distance1</span> + <span class="i">$Distance2</span><span class="s">)</span><span class="s">)</span> <span class="s">)</span> <span class="s">{</span> | 
|  | 551  538     <span class="k">return</span> <span class="n">0</span><span class="sc">;</span> | 
|  | 552  539   <span class="s">}</span> | 
|  | 553  540   <span class="k">return</span> <span class="n">1</span><span class="sc">;</span> | 
|  | 554  541 <span class="s">}</span> | 
|  | 555  542 | 
|  | 556  543 <span class="c"># Count pharmacophore atom triplets...</span> | 
|  | 557  544 <span class="c">#</span> | 
|  | 558 <a name="_CountPharmacohoreAtomTriplets-"></a> 545 <span class="k">sub </span><span class="m">_CountPharmacohoreAtomTriplets</span> <span class="s">{</span> | 
|  | 559  546   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 560  547   <span class="k">my</span><span class="s">(</span><span class="i">$NumOfAtoms</span><span class="cm">,</span> <span class="i">$AtomIndex1</span><span class="cm">,</span> <span class="i">$AtomIndex2</span><span class="cm">,</span> <span class="i">$AtomIndex3</span><span class="cm">,</span> <span class="i">$AtomID1</span><span class="cm">,</span> <span class="i">$AtomID2</span><span class="cm">,</span> <span class="i">$AtomID3</span><span class="cm">,</span> <span class="i">$AtomType1</span><span class="cm">,</span> <span class="i">$AtomType2</span><span class="cm">,</span> <span class="i">$AtomType3</span><span class="cm">,</span> <span class="i">$BinnedDistance12</span><span class="cm">,</span> <span class="i">$BinnedDistance13</span><span class="cm">,</span> <span class="i">$BinnedDistance23</span><span class="cm">,</span> <span class="i">$SkipIndexCheck</span><span class="cm">,</span> <span class="i">$BinnedDistanceMatrix</span><span class="cm">,</span> <span class="i">$AtomTripletID</span><span class="s">)</span><span class="sc">;</span> | 
|  | 561  548 | 
|  | 562  549   <span class="i">$NumOfAtoms</span> = <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">Atoms</span>}}<span class="sc">;</span> | 
|  | 563  550   <span class="i">$BinnedDistanceMatrix</span> = <span class="i">$This</span>->{<span class="w">BinnedDistanceMatrix</span>}<span class="sc">;</span> | 
|  | 564  551   <span class="i">$SkipIndexCheck</span> = <span class="n">0</span><span class="sc">;</span> | 
|  | 565  552 | 
|  | 566  553   <span class="j">ATOMINDEX1:</span> <span class="k">for</span> <span class="i">$AtomIndex1</span> <span class="s">(</span><span class="n">0</span> .. <span class="s">(</span><span class="i">$NumOfAtoms</span> - <span class="n">1</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 567  554     <span class="i">$AtomID1</span> = <span class="i">$This</span>->{<span class="w">AtomIndexToID</span>}{<span class="i">$AtomIndex1</span>}<span class="sc">;</span> | 
|  | 568  555     <span class="k">if</span> <span class="s">(</span> !<span class="s">(</span><span class="s">(</span><span class="k">exists</span><span class="s">(</span><span class="i">$This</span>->{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID1</span>}<span class="s">)</span> && <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID1</span>}}<span class="s">)</span><span class="s">)</span> <span class="s">)</span> <span class="s">{</span> | 
|  | 569  556       <span class="k">next</span> <span class="j">ATOMINDEX1</span><span class="sc">;</span> | 
|  | 570  557     <span class="s">}</span> | 
|  | 571  558 | 
|  | 572  559     <span class="j">ATOMINDEX2:</span> <span class="k">for</span> <span class="i">$AtomIndex2</span> <span class="s">(</span><span class="s">(</span><span class="i">$AtomIndex1</span> + <span class="n">1</span><span class="s">)</span> .. <span class="s">(</span><span class="i">$NumOfAtoms</span> - <span class="n">1</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 573  560       <span class="i">$AtomID2</span> = <span class="i">$This</span>->{<span class="w">AtomIndexToID</span>}{<span class="i">$AtomIndex2</span>}<span class="sc">;</span> | 
|  | 574  561       <span class="k">if</span> <span class="s">(</span> !<span class="s">(</span><span class="s">(</span><span class="k">exists</span><span class="s">(</span><span class="i">$This</span>->{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID2</span>}<span class="s">)</span> && <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID2</span>}}<span class="s">)</span><span class="s">)</span> <span class="s">)</span> <span class="s">{</span> | 
|  | 575  562         <span class="k">next</span> <span class="j">ATOMINDEX2</span><span class="sc">;</span> | 
|  | 576  563       <span class="s">}</span> | 
|  | 577  564       <span class="i">$BinnedDistance12</span> = <span class="i">$BinnedDistanceMatrix</span><span class="i">->GetValue</span><span class="s">(</span><span class="i">$AtomIndex1</span><span class="cm">,</span> <span class="i">$AtomIndex2</span><span class="cm">,</span> <span class="i">$SkipIndexCheck</span><span class="s">)</span><span class="sc">;</span> | 
|  | 578  565       <span class="k">if</span> <span class="s">(</span><span class="i">$BinnedDistance12</span> == <span class="n">0</span><span class="s">)</span> <span class="s">{</span> | 
|  | 579  566         <span class="k">next</span> <span class="j">ATOMINDEX2</span><span class="sc">;</span> | 
|  | 580  567       <span class="s">}</span> | 
|  | 581  568 | 
|  | 582  569       <span class="j">ATOMINDEX3:</span> <span class="k">for</span> <span class="i">$AtomIndex3</span> <span class="s">(</span><span class="s">(</span><span class="i">$AtomIndex2</span> + <span class="n">1</span><span class="s">)</span> .. <span class="s">(</span><span class="i">$NumOfAtoms</span> - <span class="n">1</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 583  570         <span class="i">$AtomID3</span> = <span class="i">$This</span>->{<span class="w">AtomIndexToID</span>}{<span class="i">$AtomIndex3</span>}<span class="sc">;</span> | 
|  | 584  571         <span class="k">if</span> <span class="s">(</span> !<span class="s">(</span><span class="s">(</span><span class="k">exists</span><span class="s">(</span><span class="i">$This</span>->{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID3</span>}<span class="s">)</span> && <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID3</span>}}<span class="s">)</span><span class="s">)</span> <span class="s">)</span> <span class="s">{</span> | 
|  | 585  572           <span class="k">next</span> <span class="j">ATOMINDEX3</span><span class="sc">;</span> | 
|  | 586  573         <span class="s">}</span> | 
|  | 587  574         <span class="i">$BinnedDistance13</span> = <span class="i">$BinnedDistanceMatrix</span><span class="i">->GetValue</span><span class="s">(</span><span class="i">$AtomIndex1</span><span class="cm">,</span> <span class="i">$AtomIndex3</span><span class="cm">,</span> <span class="i">$SkipIndexCheck</span><span class="s">)</span><span class="sc">;</span> | 
|  | 588  575         <span class="i">$BinnedDistance23</span> = <span class="i">$BinnedDistanceMatrix</span><span class="i">->GetValue</span><span class="s">(</span><span class="i">$AtomIndex2</span><span class="cm">,</span> <span class="i">$AtomIndex3</span><span class="cm">,</span> <span class="i">$SkipIndexCheck</span><span class="s">)</span><span class="sc">;</span> | 
|  | 589  576         <span class="k">if</span> <span class="s">(</span><span class="i">$BinnedDistance13</span> == <span class="n">0</span> || <span class="i">$BinnedDistance23</span> == <span class="n">0</span><span class="s">)</span> <span class="s">{</span> | 
|  | 590  577           <span class="k">next</span> <span class="j">ATOMINDEX3</span><span class="sc">;</span> | 
|  | 591  578         <span class="s">}</span> | 
|  | 592  579         <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>->{<span class="w">UseTriangleInequality</span>} && !<span class="i">$This</span><span class="i">->_DoDistancesSatisfyTriangleInequality</span><span class="s">(</span><span class="i">$BinnedDistance12</span><span class="cm">,</span> <span class="i">$BinnedDistance13</span><span class="cm">,</span> <span class="i">$BinnedDistance23</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 593  580           <span class="k">next</span> <span class="j">ATOMINDEX3</span><span class="sc">;</span> | 
|  | 594  581         <span class="s">}</span> | 
|  | 595  582 | 
|  | 596  583         <span class="c"># Go over possible pharmacohore triplets for the three pharmacophore atoms using the</span> | 
|  | 597  584         <span class="c"># binned distances...</span> | 
|  | 598  585         <span class="k">for</span> <span class="i">$AtomType1</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID1</span>}}<span class="s">)</span> <span class="s">{</span> | 
|  | 599  586           <span class="k">for</span> <span class="i">$AtomType2</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID2</span>}}<span class="s">)</span> <span class="s">{</span> | 
|  | 600  587             <span class="k">for</span> <span class="i">$AtomType3</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID3</span>}}<span class="s">)</span> <span class="s">{</span> | 
|  | 601  588               <span class="i">$AtomTripletID</span> = <span class="i">$This</span><span class="i">->_GetAtomTripletID</span><span class="s">(</span><span class="i">$AtomType1</span><span class="cm">,</span> <span class="i">$BinnedDistance23</span><span class="cm">,</span> <span class="i">$AtomType2</span><span class="cm">,</span> <span class="i">$BinnedDistance13</span><span class="cm">,</span> <span class="i">$AtomType3</span><span class="cm">,</span> <span class="i">$BinnedDistance12</span><span class="s">)</span><span class="sc">;</span> | 
|  | 602  589               <span class="i">$This</span>->{<span class="w">AtomTriplets</span>}{<span class="w">Count</span>}{<span class="i">$AtomTripletID</span>} += <span class="n">1</span><span class="sc">;</span> | 
|  | 603  590             <span class="s">}</span> | 
|  | 604  591           <span class="s">}</span> | 
|  | 605  592         <span class="s">}</span> | 
|  | 606  593       <span class="s">}</span> | 
|  | 607  594     <span class="s">}</span> | 
|  | 608  595   <span class="s">}</span> | 
|  | 609  596   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 610  597 <span class="s">}</span> | 
|  | 611  598 | 
|  | 612  599 <span class="c"># Set final fingerpritns vector...</span> | 
|  | 613  600 <span class="c">#</span> | 
|  | 614 <a name="_SetFinalFingerprints-"></a> 601 <span class="k">sub </span><span class="m">_SetFinalFingerprints</span> <span class="s">{</span> | 
|  | 615  602   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 616  603   <span class="k">my</span><span class="s">(</span><span class="i">$UseArbitrarySetSize</span><span class="cm">,</span> <span class="i">$ID</span><span class="cm">,</span> <span class="i">$Value</span><span class="cm">,</span> <span class="i">@IDs</span><span class="cm">,</span> <span class="i">@Values</span><span class="s">)</span><span class="sc">;</span> | 
|  | 617  604 | 
|  | 618  605   <span class="c"># Mark successful generation of fingerprints...</span> | 
|  | 619  606   <span class="i">$This</span>->{<span class="w">FingerprintsGenerated</span>} = <span class="n">1</span><span class="sc">;</span> | 
|  | 620  607 | 
|  | 621  608   <span class="c"># Is it an ArbitraySize atom triplets set size?</span> | 
|  | 622  609   <span class="i">$UseArbitrarySetSize</span> = <span class="i">$This</span>->{<span class="w">AtomTripletsSetSizeToUse</span>} =~ <span class="q">/^ArbitrarySize$/i</span> ? <span class="n">1</span> <span class="co">:</span> <span class="n">0</span><span class="sc">;</span> | 
|  | 623  610 | 
|  | 624  611   <span class="c"># Set atom triplet count values...</span> | 
|  | 625  612   <span class="i">@IDs</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> <span class="i">@Values</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 626  613 | 
|  | 627  614   <span class="k">if</span> <span class="s">(</span><span class="i">$UseArbitrarySetSize</span><span class="s">)</span> <span class="s">{</span> | 
|  | 628  615     <span class="j">ID:</span> <span class="k">for</span> <span class="i">$ID</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTriplets</span>}{<span class="w">IDs</span>}}<span class="s">)</span> <span class="s">{</span> | 
|  | 629  616       <span class="i">$Value</span> = <span class="i">$This</span>->{<span class="w">AtomTriplets</span>}{<span class="w">Count</span>}{<span class="i">$ID</span>}<span class="sc">;</span> | 
|  | 630  617       <span class="k">if</span> <span class="s">(</span><span class="i">$Value</span> == <span class="n">0</span><span class="s">)</span> <span class="s">{</span> | 
|  | 631  618         <span class="k">next</span> <span class="j">ID</span><span class="sc">;</span> | 
|  | 632  619       <span class="s">}</span> | 
|  | 633  620       <span class="k">push</span> <span class="i">@IDs</span><span class="cm">,</span> <span class="i">$ID</span><span class="sc">;</span> | 
|  | 634  621       <span class="k">push</span> <span class="i">@Values</span><span class="cm">,</span> <span class="i">$Value</span><span class="sc">;</span> | 
|  | 635  622     <span class="s">}</span> | 
|  | 636  623   <span class="s">}</span> | 
|  | 637  624   <span class="k">else</span> <span class="s">{</span> | 
|  | 638  625     <span class="i">@Values</span> = <span class="k">map</span> <span class="s">{</span> <span class="i">$This</span>->{<span class="w">AtomTriplets</span>}{<span class="w">Count</span>}{<span class="i">$_</span>} <span class="s">}</span> <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTriplets</span>}{<span class="w">IDs</span>}}<span class="sc">;</span> | 
|  | 639  626   <span class="s">}</span> | 
|  | 640  627 | 
|  | 641  628   <span class="c"># Set atom triplet IDs for fingerprint vector...</span> | 
|  | 642  629   <span class="k">if</span> <span class="s">(</span><span class="i">$UseArbitrarySetSize</span><span class="s">)</span> <span class="s">{</span> | 
|  | 643  630     <span class="i">$This</span>->{<span class="w">FingerprintsVector</span>}<span class="i">->AddValueIDs</span><span class="s">(</span>\<span class="i">@IDs</span><span class="s">)</span><span class="sc">;</span> | 
|  | 644  631   <span class="s">}</span> | 
|  | 645  632   <span class="k">else</span> <span class="s">{</span> | 
|  | 646  633     <span class="i">$This</span>->{<span class="w">FingerprintsVector</span>}<span class="i">->AddValueIDs</span><span class="s">(</span>\<span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTriplets</span>}{<span class="w">IDs</span>}}<span class="s">)</span><span class="sc">;</span> | 
|  | 647  634   <span class="s">}</span> | 
|  | 648  635 | 
|  | 649  636   <span class="c"># Set atom triplets count values for fingerprint vector...</span> | 
|  | 650  637   <span class="i">$This</span>->{<span class="w">FingerprintsVector</span>}<span class="i">->AddValues</span><span class="s">(</span>\<span class="i">@Values</span><span class="s">)</span><span class="sc">;</span> | 
|  | 651  638 | 
|  | 652  639   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 653  640 <span class="s">}</span> | 
|  | 654  641 | 
|  | 655  642 <span class="c"># Return an array or reference to an array containing atom triplet IDs...</span> | 
|  | 656  643 <span class="c">#</span> | 
|  | 657 <a name="GetAtomTripletIDs-"></a> 644 <span class="k">sub </span><span class="m">GetAtomTripletIDs</span> <span class="s">{</span> | 
|  | 658  645   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 659  646 | 
|  | 660  647   <span class="k">return</span> <span class="k">wantarray</span> ? <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTriplets</span>}{<span class="w">IDs</span>}} <span class="co">:</span> \<span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTriplets</span>}{<span class="w">IDs</span>}}<span class="sc">;</span> | 
|  | 661  648 <span class="s">}</span> | 
|  | 662  649 | 
|  | 663  650 <span class="c"># Get pharmacophore atom triplet ID corresponding to atom types and distances</span> | 
|  | 664  651 <span class="c"># corresponding to atom triplet...</span> | 
|  | 665  652 <span class="c">#</span> | 
|  | 666 <a name="_GetAtomTripletID-"></a> 653 <span class="k">sub </span><span class="m">_GetAtomTripletID</span> <span class="s">{</span> | 
|  | 667  654   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$Px</span><span class="cm">,</span> <span class="i">$Dyz</span><span class="cm">,</span> <span class="i">$Py</span><span class="cm">,</span> <span class="i">$Dxz</span><span class="cm">,</span> <span class="i">$Pz</span><span class="cm">,</span> <span class="i">$Dxy</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 668  655   <span class="k">my</span><span class="s">(</span><span class="i">$AtomTripletID</span><span class="cm">,</span> <span class="i">@AtomIDs</span><span class="s">)</span><span class="sc">;</span> | 
|  | 669  656 | 
|  | 670  657   <span class="i">@AtomIDs</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 671  658 | 
|  | 672  659   <span class="i">@AtomIDs</span> = <span class="k">sort</span><span class="s">(</span><span class="q">"${Px}${Dyz}"</span><span class="cm">,</span> <span class="q">"${Py}${Dxz}"</span><span class="cm">,</span> <span class="q">"${Pz}${Dxy}"</span><span class="s">)</span><span class="sc">;</span> | 
|  | 673  660   <span class="i">$AtomTripletID</span> = <span class="k">join</span> <span class="q">"-"</span><span class="cm">,</span> <span class="i">@AtomIDs</span><span class="sc">;</span> | 
|  | 674  661 | 
|  | 675  662   <span class="k">return</span> <span class="i">$AtomTripletID</span><span class="sc">;</span> | 
|  | 676  663 <span class="s">}</span> | 
|  | 677  664 | 
|  | 678  665 <span class="c"># Cache  appropriate molecule data...</span> | 
|  | 679  666 <span class="c">#</span> | 
|  | 680 <a name="_SetupMoleculeDataCache-"></a> 667 <span class="k">sub </span><span class="m">_SetupMoleculeDataCache</span> <span class="s">{</span> | 
|  | 681  668   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 682  669 | 
|  | 683  670   <span class="c"># Get all atoms including hydrogens to correctly map atom indices to atom IDs for</span> | 
|  | 684  671   <span class="c"># usage of distance matrix. The hydrogen atoms are ignored during processing...</span> | 
|  | 685  672   <span class="c">#</span> | 
|  | 686  673   <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">Atoms</span>}} = <span class="i">$This</span><span class="i">->GetMolecule</span><span class="s">(</span><span class="s">)</span><span class="i">->GetAtoms</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 687  674 | 
|  | 688  675   <span class="c"># Get all atom IDs...</span> | 
|  | 689  676   <span class="k">my</span><span class="s">(</span><span class="i">@AtomIDs</span><span class="s">)</span><span class="sc">;</span> | 
|  | 690  677   <span class="i">@AtomIDs</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 691  678   <span class="i">@AtomIDs</span> =  <span class="k">map</span> <span class="s">{</span> <span class="i">$_</span><span class="i">->GetID</span><span class="s">(</span><span class="s">)</span> <span class="s">}</span> <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">Atoms</span>}}<span class="sc">;</span> | 
|  | 692  679 | 
|  | 693  680   <span class="c"># Set AtomIndex to AtomID hash...</span> | 
|  | 694  681   <span class="i">%</span>{<span class="i">$This</span>->{<span class="w">AtomIndexToID</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 695  682   <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomIndexToID</span>}}{ <span class="s">(</span><span class="n">0</span> .. <span class="i">$#AtomIDs</span><span class="s">)</span> } = <span class="i">@AtomIDs</span><span class="sc">;</span> | 
|  | 696  683 | 
|  | 697  684   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 698  685 <span class="s">}</span> | 
|  | 699  686 | 
|  | 700  687 <span class="c"># Clear cached molecule data...</span> | 
|  | 701  688 <span class="c">#</span> | 
|  | 702 <a name="_ClearMoleculeDataCache-"></a> 689 <span class="k">sub </span><span class="m">_ClearMoleculeDataCache</span> <span class="s">{</span> | 
|  | 703  690   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 704  691 | 
|  | 705  692   <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">Atoms</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 706  693 | 
|  | 707  694   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 708  695 <span class="s">}</span> | 
|  | 709  696 | 
|  | 710  697 | 
|  | 711  698 <span class="c"># Return a string containg data for TopologicalPharmacophoreAtomTripletsFingerprints object...</span> | 
|  | 712  699 <span class="c">#</span> | 
|  | 713 <a name="StringifyTopologicalPharmacophoreAtomTripletsFingerprints-"></a> 700 <span class="k">sub </span><span class="m">StringifyTopologicalPharmacophoreAtomTripletsFingerprints</span> <span class="s">{</span> | 
|  | 714  701   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 715  702   <span class="k">my</span><span class="s">(</span><span class="i">$FingerprintsString</span><span class="cm">,</span> <span class="i">$UseTriangleInequality</span><span class="s">)</span><span class="sc">;</span> | 
|  | 716  703 | 
|  | 717  704   <span class="c"># Type of fingerprint...</span> | 
|  | 718  705   <span class="i">$FingerprintsString</span> = <span class="q">"Fingerprint type: $This->{Type}; AtomTripletsSetSizeToUse: $This->{AtomTripletsSetSizeToUse}"</span><span class="sc">;</span> | 
|  | 719  706 | 
|  | 720  707   <span class="c"># Distances information...</span> | 
|  | 721  708   <span class="i">$FingerprintsString</span> .= <span class="q">"; MinDistance:  $This->{MinDistance}; MaxDistance: $This->{MaxDistance}; DistanceBinSize: $This->{DistanceBinSize}; UseTriangleInequality: "</span> . <span class="s">(</span><span class="i">$This</span>->{<span class="w">UseTriangleInequality</span>} ? <span class="q">"Yes"</span> <span class="co">:</span> <span class="q">"No"</span><span class="s">)</span><span class="sc">;</span> | 
|  | 722  709 | 
|  | 723  710   <span class="c"># Pharmacophore atom type labels and description...</span> | 
|  | 724  711   <span class="k">my</span><span class="s">(</span><span class="i">$AtomType</span><span class="cm">,</span> <span class="i">@AtomTypes</span><span class="cm">,</span> <span class="i">@AtomTypesOrder</span><span class="cm">,</span> <span class="i">%AvailableAtomTypes</span><span class="s">)</span><span class="sc">;</span> | 
|  | 725  712 | 
|  | 726  713   <span class="i">@AtomTypesOrder</span> = <span class="i">AtomTypes::FunctionalClassAtomTypes::GetFunctionalClassesOrder</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 727  714   <span class="i">%AvailableAtomTypes</span> = <span class="i">AtomTypes::FunctionalClassAtomTypes::GetAvailableFunctionalClasses</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 728  715 | 
|  | 729  716   <span class="i">@AtomTypes</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 730  717   <span class="k">for</span> <span class="i">$AtomType</span> <span class="s">(</span><span class="i">@AtomTypesOrder</span><span class="s">)</span> <span class="s">{</span> | 
|  | 731  718     <span class="k">push</span> <span class="i">@AtomTypes</span><span class="cm">,</span> <span class="q">"$AtomType: $AvailableAtomTypes{$AtomType}"</span><span class="sc">;</span> | 
|  | 732  719   <span class="s">}</span> | 
|  | 733  720 | 
|  | 734  721   <span class="i">$FingerprintsString</span> .= <span class="q">"; AtomTypesToUse: <"</span> . <span class="i">TextUtil::JoinWords</span><span class="s">(</span>\<span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AtomTypesToUse</span>}}<span class="cm">,</span> <span class="q">", "</span><span class="cm">,</span> <span class="n">0</span><span class="s">)</span> . <span class="q">">"</span><span class="sc">;</span> | 
|  | 735  722   <span class="i">$FingerprintsString</span> .= <span class="q">"; AtomTypesOrder: <"</span> . <span class="i">TextUtil::JoinWords</span><span class="s">(</span>\<span class="i">@AtomTypesOrder</span><span class="cm">,</span> <span class="q">", "</span><span class="cm">,</span> <span class="n">0</span><span class="s">)</span> . <span class="q">">"</span><span class="sc">;</span> | 
|  | 736  723   <span class="i">$FingerprintsString</span> .= <span class="q">"; AvailableAtomTypes: <"</span> . <span class="i">TextUtil::JoinWords</span><span class="s">(</span>\<span class="i">@AtomTypes</span><span class="cm">,</span> <span class="q">", "</span><span class="cm">,</span> <span class="n">0</span><span class="s">)</span> . <span class="q">">"</span><span class="sc">;</span> | 
|  | 737  724 | 
|  | 738  725   <span class="c"># Total number of pharmacophore atom triplets...</span> | 
|  | 739  726   <span class="i">$FingerprintsString</span> .= <span class="q">"; NumOfAtomTriplets: "</span> . <span class="i">$This</span>->{<span class="w">FingerprintsVector</span>}<span class="i">->GetNumOfValues</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 740  727 | 
|  | 741  728   <span class="c"># FingerprintsVector...</span> | 
|  | 742  729   <span class="i">$FingerprintsString</span> .= <span class="q">"; FingerprintsVector: < $This->{FingerprintsVector} >"</span><span class="sc">;</span> | 
|  | 743  730 | 
|  | 744  731   <span class="k">return</span> <span class="i">$FingerprintsString</span><span class="sc">;</span> | 
|  | 745  732 <span class="s">}</span> | 
|  | 746  733 | 
|  | 747 <a name="EOF-"></a></pre> | 
|  | 748 <p> </p> | 
|  | 749 <br /> | 
|  | 750 <center> | 
|  | 751 <img src="../../../images/h2o2.png"> | 
|  | 752 </center> | 
|  | 753 </body> | 
|  | 754 </html> |