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