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<a name="package-Fingerprints::TopologicalAtomPairsFingerprints-"></a>   1 <span class="k">package </span><span class="i">Fingerprints::TopologicalAtomPairsFingerprints</span><span class="sc">;</span>
   2 <span class="c">#</span>
   3 <span class="c"># $RCSfile: TopologicalAtomPairsFingerprints.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">Molecule</span><span class="sc">;</span>
  35 <span class="k">use</span> <span class="w">AtomTypes::AtomicInvariantsAtomTypes</span><span class="sc">;</span>
  36 <span class="k">use</span> <span class="w">AtomTypes::DREIDINGAtomTypes</span><span class="sc">;</span>
  37 <span class="k">use</span> <span class="w">AtomTypes::EStateAtomTypes</span><span class="sc">;</span>
  38 <span class="k">use</span> <span class="w">AtomTypes::FunctionalClassAtomTypes</span><span class="sc">;</span>
  39 <span class="k">use</span> <span class="w">AtomTypes::MMFF94AtomTypes</span><span class="sc">;</span>
  40 <span class="k">use</span> <span class="w">AtomTypes::SLogPAtomTypes</span><span class="sc">;</span>
  41 <span class="k">use</span> <span class="w">AtomTypes::SYBYLAtomTypes</span><span class="sc">;</span>
  42 <span class="k">use</span> <span class="w">AtomTypes::TPSAAtomTypes</span><span class="sc">;</span>
  43 <span class="k">use</span> <span class="w">AtomTypes::UFFAtomTypes</span><span class="sc">;</span>
  44 
  45 <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>
  46 
  47 <span class="i">@ISA</span> = <span class="q">qw(Fingerprints::Fingerprints Exporter)</span><span class="sc">;</span>
  48 <span class="i">@EXPORT</span> = <span class="q">qw()</span><span class="sc">;</span>
  49 <span class="i">@EXPORT_OK</span> = <span class="q">qw()</span><span class="sc">;</span>
  50 
  51 <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>
  52 
  53 <span class="c"># Setup class variables...</span>
  54 <span class="k">my</span><span class="s">(</span><span class="i">$ClassName</span><span class="s">)</span><span class="sc">;</span>
  55 <span class="i">_InitializeClass</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
  56 
  57 <span class="c"># Overload Perl functions...</span>
  58 <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;StringifyTopologicalAtomPairsFingerprints&#39;</span><span class="sc">;</span>
  59 
  60 <span class="c"># Class constructor...</span>
<a name="new-"></a>  61 <span class="k">sub </span><span class="m">new</span> <span class="s">{</span>
  62   <span class="k">my</span><span class="s">(</span><span class="i">$Class</span><span class="cm">,</span> <span class="i">%NamesAndValues</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
  63 
  64   <span class="c"># Initialize object...</span>
  65   <span class="k">my</span> <span class="i">$This</span> = <span class="i">$Class</span><span class="i">-&gt;SUPER::new</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
  66   <span class="k">bless</span> <span class="i">$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>
  67   <span class="i">$This</span><span class="i">-&gt;_InitializeTopologicalAtomPairsFingerprints</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
  68 
  69   <span class="i">$This</span><span class="i">-&gt;_InitializeTopologicalAtomPairsFingerprintsProperties</span><span class="s">(</span><span class="i">%NamesAndValues</span><span class="s">)</span><span class="sc">;</span>
  70 
  71   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
  72 <span class="s">}</span>
  73 
  74 <span class="c"># Initialize object data...</span>
  75 <span class="c">#</span>
<a name="_InitializeTopologicalAtomPairsFingerprints-"></a>  76 <span class="k">sub </span><span class="m">_InitializeTopologicalAtomPairsFingerprints</span> <span class="s">{</span>
  77   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
  78 
  79   <span class="c"># Type of fingerprint...</span>
  80   <span class="i">$This</span>-&gt;{<span class="w">Type</span>} = <span class="q">&#39;TopologicalAtomPairs&#39;</span><span class="sc">;</span>
  81 
  82   <span class="c"># Type of vector...</span>
  83   <span class="i">$This</span>-&gt;{<span class="w">VectorType</span>} = <span class="q">&#39;FingerprintsVector&#39;</span><span class="sc">;</span>
  84 
  85   <span class="c"># Type of FingerprintsVector...</span>
  86   <span class="i">$This</span>-&gt;{<span class="w">FingerprintsVectorType</span>} = <span class="q">&#39;NumericalValues&#39;</span><span class="sc">;</span>
  87 
  88   <span class="c"># Minimum and maximum bond distance between atom paris...</span>
  89   <span class="i">$This</span>-&gt;{<span class="w">MinDistance</span>} = <span class="n">1</span><span class="sc">;</span>
  90   <span class="i">$This</span>-&gt;{<span class="w">MaxDistance</span>} = <span class="n">10</span><span class="sc">;</span>
  91 
  92   <span class="c"># Atom identifier type to use for atom IDs in atom pairs...</span>
  93   <span class="c">#</span>
  94   <span class="c"># Currently supported values are: AtomicInvariantsAtomTypes, DREIDINGAtomTypes,</span>
  95   <span class="c"># EStateAtomTypes, FunctionalClassAtomTypes, MMFF94AtomTypes, SLogPAtomTypes,</span>
  96   <span class="c"># SYBYLAtomTypes, TPSAAtomTypes, UFFAtomTypes</span>
  97   <span class="c">#</span>
  98   <span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} = <span class="q">&#39;&#39;</span><span class="sc">;</span>
  99 
 100   <span class="c"># Atom types assigned to each heavy atom...</span>
 101   <span class="c">#</span>
 102   <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AssignedAtomTypes</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 103 
 104   <span class="c"># All atom pairs between minimum and maximum distance...</span>
 105   <span class="c">#</span>
 106   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomPairsIDs</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 107   <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomPairsCount</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 108 <span class="s">}</span>
 109 
 110 <span class="c"># Initialize class ...</span>
<a name="_InitializeClass-"></a> 111 <span class="k">sub </span><span class="m">_InitializeClass</span> <span class="s">{</span>
 112   <span class="c">#Class name...</span>
 113   <span class="i">$ClassName</span> = <span class="w">__PACKAGE__</span><span class="sc">;</span>
 114 <span class="s">}</span>
 115 
 116 <span class="c"># Initialize object properties....</span>
<a name="_InitializeTopologicalAtomPairsFingerprintsProperties-"></a> 117 <span class="k">sub </span><span class="m">_InitializeTopologicalAtomPairsFingerprintsProperties</span> <span class="s">{</span>
 118   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">%NamesAndValues</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 119 
 120   <span class="k">my</span><span class="s">(</span><span class="i">$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>
 121   <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>
 122     <span class="i">$MethodName</span> = <span class="q">&quot;Set${Name}&quot;</span><span class="sc">;</span>
 123     <span class="i">$This</span><span class="i">-&gt;$MethodName</span><span class="s">(</span><span class="i">$Value</span><span class="s">)</span><span class="sc">;</span>
 124   <span class="s">}</span>
 125 
 126   <span class="c"># Make sure molecule object was specified...</span>
 127   <span class="k">if</span> <span class="s">(</span>!<span class="k">exists</span> <span class="i">$NamesAndValues</span>{<span class="w">Molecule</span>}<span class="s">)</span> <span class="s">{</span>
 128     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;New: Object can&#39;t be instantiated without specifying molecule...&quot;</span><span class="sc">;</span>
 129   <span class="s">}</span>
 130   <span class="k">if</span> <span class="s">(</span>!<span class="k">exists</span> <span class="i">$NamesAndValues</span>{<span class="w">AtomIdentifierType</span>}<span class="s">)</span> <span class="s">{</span>
 131     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;New: Object can&#39;t be instantiated without specifying AtomIdentifierType...&quot;</span><span class="sc">;</span>
 132   <span class="s">}</span>
 133 
 134   <span class="i">$This</span><span class="i">-&gt;_InitializeFingerprintsVector</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 135 
 136   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 137 <span class="s">}</span>
 138 
 139 <span class="c"># Set minimum distance for atom pairs...</span>
 140 <span class="c">#</span>
<a name="SetMinDistance-"></a> 141 <span class="k">sub </span><span class="m">SetMinDistance</span> <span class="s">{</span>
 142   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$Value</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 143 
 144   <span class="k">if</span> <span class="s">(</span>!<span class="i">TextUtil::IsPositiveInteger</span><span class="s">(</span><span class="i">$Value</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span>
 145     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SetMinDistance: MinDistance value, $Value, is not valid:  It must be a positive integer...&quot;</span><span class="sc">;</span>
 146   <span class="s">}</span>
 147   <span class="i">$This</span>-&gt;{<span class="w">MinDistance</span>} = <span class="i">$Value</span><span class="sc">;</span>
 148 
 149   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 150 <span class="s">}</span>
 151 
 152 <span class="c"># Set maximum distance for atom pairs...</span>
 153 <span class="c">#</span>
<a name="SetMaxDistance-"></a> 154 <span class="k">sub </span><span class="m">SetMaxDistance</span> <span class="s">{</span>
 155   <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>
 156 
 157   <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>
 158     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SetMaxDistance: MaxDistance value, $Value, is not valid:  It must be a positive integer...&quot;</span><span class="sc">;</span>
 159   <span class="s">}</span>
 160   <span class="i">$This</span>-&gt;{<span class="w">MaxDistance</span>} = <span class="i">$Value</span><span class="sc">;</span>
 161 
 162   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 163 <span class="s">}</span>
 164 
 165 <span class="c"># Set atom identifier type..</span>
 166 <span class="c">#</span>
<a name="SetAtomIdentifierType-"></a> 167 <span class="k">sub </span><span class="m">SetAtomIdentifierType</span> <span class="s">{</span>
 168   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$IdentifierType</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 169 
 170   <span class="k">if</span> <span class="s">(</span><span class="i">$IdentifierType</span> !~ <span class="q">/^(AtomicInvariantsAtomTypes|DREIDINGAtomTypes|EStateAtomTypes|FunctionalClassAtomTypes|MMFF94AtomTypes|SLogPAtomTypes|SYBYLAtomTypes|TPSAAtomTypes|UFFAtomTypes)$/i</span><span class="s">)</span> <span class="s">{</span>
 171     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SetAtomIdentifierType: Specified value, $IdentifierType, for AtomIdentifierType is not vaild. Supported types in current release of MayaChemTools: AtomicInvariantsAtomTypes, DREIDINGAtomTypes, EStateAtomTypes, FunctionalClassAtomTypes, MMFF94AtomTypes, SLogPAtomTypes, SYBYLAtomTypes, TPSAAtomTypes, and UFFAtomTypes.&quot;</span><span class="sc">;</span>
 172   <span class="s">}</span>
 173 
 174   <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>}<span class="s">)</span> <span class="s">{</span>
 175     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SeAtomIdentifierType: Can&#39;t change intial atom identifier type:  It&#39;s already set...&quot;</span><span class="sc">;</span>
 176   <span class="s">}</span>
 177 
 178   <span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} = <span class="i">$IdentifierType</span><span class="sc">;</span>
 179 
 180   <span class="c"># Initialize atom identifier type information...</span>
 181   <span class="i">$This</span><span class="i">-&gt;_InitializeAtomIdentifierTypeInformation</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 182 
 183   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 184 <span class="s">}</span>
 185 
 186 <span class="c"># Generate fingerprints description...</span>
 187 <span class="c">#</span>
<a name="GetDescription-"></a> 188 <span class="k">sub </span><span class="m">GetDescription</span> <span class="s">{</span>
 189   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 190 
 191   <span class="c"># Is description explicity set?</span>
 192   <span class="k">if</span> <span class="s">(</span><span class="k">exists</span> <span class="i">$This</span>-&gt;{<span class="w">Description</span>}<span class="s">)</span> <span class="s">{</span>
 193     <span class="k">return</span> <span class="i">$This</span>-&gt;{<span class="w">Description</span>}<span class="sc">;</span>
 194   <span class="s">}</span>
 195 
 196   <span class="c"># Generate fingerprints description...</span>
 197 
 198   <span class="k">return</span> <span class="q">&quot;$This-&gt;{Type}:$This-&gt;{AtomIdentifierType}:MinDistance$This-&gt;{MinDistance}:MaxDistance$This-&gt;{MaxDistance}&quot;</span><span class="sc">;</span>
 199 <span class="s">}</span>
 200 
 201 <span class="c"># Generate topological atom pairs [ Ref 57, Ref 59, Ref 72 ] fingerprints...</span>
 202 <span class="c">#</span>
 203 <span class="c"># Methodology:</span>
 204 <span class="c">#   . Generate a distance matrix.</span>
 205 <span class="c">#   . Assign atom types to all the atoms.</span>
 206 <span class="c">#   . Using distance matrix and atom types, count occurrence of</span>
 207 <span class="c">#     unique atom pairs within specified distance range - It corresponds to the</span>
 208 <span class="c">#     correlation-vector for the atom pairs.</span>
 209 <span class="c">#</span>
 210 <span class="c"># Notes:</span>
 211 <span class="c">#   . Hydrogen atoms are ignored during the fingerprint generation.</span>
 212 <span class="c">#</span>
<a name="GenerateFingerprints-"></a> 213 <span class="k">sub </span><span class="m">GenerateFingerprints</span> <span class="s">{</span>
 214   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 215 
 216   <span class="k">if</span> <span class="s">(</span><span class="i">$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>
 217     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;GenerateTopologicalAtomPairsFingerprints: No fingerpritns generated: MinDistance, $This-&gt;{MinDistance}, must be &lt;= MaxDistance, $This-&gt;{MaxDistance}...&quot;</span><span class="sc">;</span>
 218   <span class="s">}</span>
 219 
 220   <span class="c"># Cache appropriate molecule data...</span>
 221   <span class="i">$This</span><span class="i">-&gt;_SetupMoleculeDataCache</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 222 
 223   <span class="c"># Generate distance matrix...</span>
 224   <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>
 225     <span class="w">carp</span> <span class="q">&quot;Warning: ${ClassName}-&gt;GenerateFingerprints: $This-&gt;{AtomIdentifierType} fingerprints generation didn&#39;t succeed: Couldn&#39;t generate distance matrix...&quot;</span><span class="sc">;</span>
 226     <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 227   <span class="s">}</span>
 228 
 229   <span class="c"># Assign atom types to all heavy atoms...</span>
 230   <span class="k">if</span> <span class="s">(</span>!<span class="i">$This</span><span class="i">-&gt;_AssignAtomTypes</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span>
 231     <span class="w">carp</span> <span class="q">&quot;Warning: ${ClassName}-&gt;GenerateFingerprints: $This-&gt;{AtomIdentifierType} fingerprints generation didn&#39;t succeed: Couldn&#39;t assign valid $This-&gt;{AtomIdentifierType} to all atoms...&quot;</span><span class="sc">;</span>
 232     <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 233   <span class="s">}</span>
 234 
 235   <span class="c"># Intialize values of toplogical atom pairs...</span>
 236   <span class="i">$This</span><span class="i">-&gt;_InitializeToplogicalAtomPairs</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 237 
 238   <span class="c"># Count atom pairs...</span>
 239   <span class="i">$This</span><span class="i">-&gt;_GenerateAndCountAtomPairs</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 240 
 241   <span class="c"># Set final fingerprints...</span>
 242   <span class="i">$This</span><span class="i">-&gt;_SetFinalFingerprints</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 243 
 244   <span class="c"># Clear cached molecule data...</span>
 245   <span class="i">$This</span><span class="i">-&gt;_ClearMoleculeDataCache</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 246 
 247   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 248 <span class="s">}</span>
 249 
 250 <span class="c"># Setup distance matrix...</span>
 251 <span class="c">#</span>
<a name="_SetupDistanceMatrix-"></a> 252 <span class="k">sub </span><span class="m">_SetupDistanceMatrix</span> <span class="s">{</span>
 253   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 254 
 255   <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>
 256 
 257   <span class="k">if</span> <span class="s">(</span>!<span class="i">$This</span>-&gt;{<span class="w">DistanceMatrix</span>}<span class="s">)</span> <span class="s">{</span>
 258     <span class="k">return</span> <span class="k">undef</span><span class="sc">;</span>
 259   <span class="s">}</span>
 260 
 261   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 262 <span class="s">}</span>
 263 
 264 <span class="c"># Assign appropriate atom types to all heavy atoms...</span>
 265 <span class="c">#</span>
<a name="_AssignAtomTypes-"></a> 266 <span class="k">sub </span><span class="m">_AssignAtomTypes</span> <span class="s">{</span>
 267   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 268   <span class="k">my</span><span class="s">(</span><span class="i">$SpecifiedAtomTypes</span><span class="cm">,</span> <span class="i">$Atom</span><span class="cm">,</span> <span class="i">$AtomID</span><span class="cm">,</span> <span class="i">$IgnoreHydrogens</span><span class="s">)</span><span class="sc">;</span>
 269 
 270   <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AssignedAtomTypes</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 271   <span class="i">$IgnoreHydrogens</span> = <span class="n">1</span><span class="sc">;</span>
 272 
 273   <span class="i">$SpecifiedAtomTypes</span> = <span class="k">undef</span><span class="sc">;</span>
 274 
 275   <span class="j">IDENTIFIERTYPE:</span> <span class="s">{</span>
 276     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^AtomicInvariantsAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 277       <span class="i">$SpecifiedAtomTypes</span> = <span class="i">new</span> <span class="i">AtomTypes::AtomicInvariantsAtomTypes</span><span class="s">(</span><span class="q">&#39;Molecule&#39;</span> <span class="cm">=&gt;</span> <span class="i">$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="i">$IgnoreHydrogens</span><span class="cm">,</span> <span class="q">&#39;AtomicInvariantsToUse&#39;</span> <span class="cm">=&gt;</span> <span class="i">$This</span>-&gt;{<span class="w">AtomicInvariantsToUse</span>}<span class="s">)</span><span class="sc">;</span>
 278       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 279     <span class="s">}</span>
 280 
 281     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^DREIDINGAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 282       <span class="i">$SpecifiedAtomTypes</span> = <span class="i">new</span> <span class="i">AtomTypes::DREIDINGAtomTypes</span><span class="s">(</span><span class="q">&#39;Molecule&#39;</span> <span class="cm">=&gt;</span> <span class="i">$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="i">$IgnoreHydrogens</span><span class="s">)</span><span class="sc">;</span>
 283       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 284     <span class="s">}</span>
 285 
 286     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^EStateAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 287       <span class="i">$SpecifiedAtomTypes</span> = <span class="i">new</span> <span class="i">AtomTypes::EStateAtomTypes</span><span class="s">(</span><span class="q">&#39;Molecule&#39;</span> <span class="cm">=&gt;</span> <span class="i">$This</span>-&gt;{<span class="w">Molecule</span>}<span class="cm">,</span> <span class="q">&#39;IgnoreHydrogens&#39;</span> <span class="cm">=&gt;</span> <span class="i">$IgnoreHydrogens</span><span class="s">)</span><span class="sc">;</span>
 288       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 289     <span class="s">}</span>
 290 
 291     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^FunctionalClassAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 292       <span class="i">$SpecifiedAtomTypes</span> = <span class="i">new</span> <span class="i">AtomTypes::FunctionalClassAtomTypes</span><span class="s">(</span><span class="q">&#39;Molecule&#39;</span> <span class="cm">=&gt;</span> <span class="i">$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="i">$IgnoreHydrogens</span><span class="cm">,</span> <span class="q">&#39;FunctionalClassesToUse&#39;</span> <span class="cm">=&gt;</span> <span class="i">$This</span>-&gt;{<span class="w">FunctionalClassesToUse</span>}<span class="s">)</span><span class="sc">;</span>
 293       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 294     <span class="s">}</span>
 295 
 296     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^MMFF94AtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 297       <span class="i">$SpecifiedAtomTypes</span> = <span class="i">new</span> <span class="i">AtomTypes::MMFF94AtomTypes</span><span class="s">(</span><span class="q">&#39;Molecule&#39;</span> <span class="cm">=&gt;</span> <span class="i">$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="i">$IgnoreHydrogens</span><span class="s">)</span><span class="sc">;</span>
 298       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 299     <span class="s">}</span>
 300 
 301     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^SLogPAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 302       <span class="i">$SpecifiedAtomTypes</span> = <span class="i">new</span> <span class="i">AtomTypes::SLogPAtomTypes</span><span class="s">(</span><span class="q">&#39;Molecule&#39;</span> <span class="cm">=&gt;</span> <span class="i">$This</span>-&gt;{<span class="w">Molecule</span>}<span class="cm">,</span> <span class="q">&#39;IgnoreHydrogens&#39;</span> <span class="cm">=&gt;</span> <span class="i">$IgnoreHydrogens</span><span class="s">)</span><span class="sc">;</span>
 303       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 304     <span class="s">}</span>
 305     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^SYBYLAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 306       <span class="i">$SpecifiedAtomTypes</span> = <span class="i">new</span> <span class="i">AtomTypes::SYBYLAtomTypes</span><span class="s">(</span><span class="q">&#39;Molecule&#39;</span> <span class="cm">=&gt;</span> <span class="i">$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="i">$IgnoreHydrogens</span><span class="s">)</span><span class="sc">;</span>
 307       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 308     <span class="s">}</span>
 309 
 310     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^TPSAAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 311       <span class="i">$SpecifiedAtomTypes</span> = <span class="i">new</span> <span class="i">AtomTypes::TPSAAtomTypes</span><span class="s">(</span><span class="q">&#39;Molecule&#39;</span> <span class="cm">=&gt;</span> <span class="i">$This</span>-&gt;{<span class="w">Molecule</span>}<span class="cm">,</span> <span class="q">&#39;IgnorePhosphorus&#39;</span> <span class="cm">=&gt;</span> <span class="n">0</span><span class="cm">,</span> <span class="q">&#39;IgnoreSulfur&#39;</span> <span class="cm">=&gt;</span> <span class="n">0</span><span class="s">)</span><span class="sc">;</span>
 312       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 313     <span class="s">}</span>
 314 
 315     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^UFFAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 316       <span class="i">$SpecifiedAtomTypes</span> = <span class="i">new</span> <span class="i">AtomTypes::UFFAtomTypes</span><span class="s">(</span><span class="q">&#39;Molecule&#39;</span> <span class="cm">=&gt;</span> <span class="i">$This</span>-&gt;{<span class="w">Molecule</span>}<span class="cm">,</span> <span class="q">&#39;IgnoreHydrogens&#39;</span> <span class="cm">=&gt;</span> <span class="i">$IgnoreHydrogens</span><span class="s">)</span><span class="sc">;</span>
 317       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 318     <span class="s">}</span>
 319 
 320     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;_AssignAtomTypes: Unknown atom indentifier type $This-&gt;{AtomIdentifierType}...&quot;</span><span class="sc">;</span>
 321   <span class="s">}</span>
 322 
 323   <span class="c"># Assign atom types...</span>
 324   <span class="i">$SpecifiedAtomTypes</span><span class="i">-&gt;AssignAtomTypes</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 325 
 326   <span class="c"># Make sure atom types assignment is successful...</span>
 327   <span class="k">if</span> <span class="s">(</span>!<span class="i">$SpecifiedAtomTypes</span><span class="i">-&gt;IsAtomTypesAssignmentSuccessful</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span>
 328     <span class="k">return</span> <span class="k">undef</span><span class="sc">;</span>
 329   <span class="s">}</span>
 330 
 331   <span class="c"># Collect assigned atom types...</span>
 332   <span class="j">ATOM:</span> <span class="k">for</span> <span class="i">$Atom</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">Atoms</span>}}<span class="s">)</span> <span class="s">{</span>
 333     <span class="k">if</span> <span class="s">(</span><span class="i">$Atom</span><span class="i">-&gt;IsHydrogen</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span>
 334       <span class="k">next</span> <span class="j">ATOM</span><span class="sc">;</span>
 335     <span class="s">}</span>
 336     <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>
 337     <span class="i">$This</span>-&gt;{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID</span>} = <span class="i">$SpecifiedAtomTypes</span><span class="i">-&gt;GetAtomType</span><span class="s">(</span><span class="i">$Atom</span><span class="s">)</span><span class="sc">;</span>
 338   <span class="s">}</span>
 339 
 340   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 341 <span class="s">}</span>
 342 
 343 <span class="c"># Initialize topological atom pairs between specified distance range...</span>
 344 <span class="c">#</span>
<a name="_InitializeToplogicalAtomPairs-"></a> 345 <span class="k">sub </span><span class="m">_InitializeToplogicalAtomPairs</span> <span class="s">{</span>
 346   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 347   <span class="k">my</span><span class="s">(</span><span class="i">$Distance</span><span class="s">)</span><span class="sc">;</span>
 348 
 349   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomPairsIDs</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 350   <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomPairsCount</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 351 
 352   <span class="k">for</span> <span class="i">$Distance</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">MinDistance</span>} .. <span class="i">$This</span>-&gt;{<span class="w">MaxDistance</span>}<span class="s">)</span> <span class="s">{</span>
 353     <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomPairsCount</span>}{<span class="i">$Distance</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 354   <span class="s">}</span>
 355 
 356   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 357 <span class="s">}</span>
 358 
 359 <span class="c"># Count atom pairs between mininum and maximum distance at each</span>
 360 <span class="c"># distance using distance matrix and atom types assiged to each heavy</span>
 361 <span class="c"># atom.</span>
 362 <span class="c">#</span>
 363 <span class="c"># Notes:</span>
 364 <span class="c">#   . The row and column indices of distance matrix correspond to atom indices.</span>
 365 <span class="c">#   . Distance value of BigNumber implies the atom is not connected to any other atom.</span>
 366 <span class="c">#   . Due to symmetric nature of distance matrix, only upper or lower triangular matrix</span>
 367 <span class="c">#     needs to be processed during identification and count of atom pairs.</span>
 368 <span class="c">#</span>
<a name="_GenerateAndCountAtomPairs-"></a> 369 <span class="k">sub </span><span class="m">_GenerateAndCountAtomPairs</span> <span class="s">{</span>
 370   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 371 
 372   <span class="k">my</span><span class="s">(</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">$DistanceMatrix</span><span class="cm">,</span> <span class="i">$Distance</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">$AtomType1</span><span class="cm">,</span> <span class="i">$AtomType2</span><span class="cm">,</span> <span class="i">$SkipIndexCheck</span><span class="cm">,</span> <span class="i">$CountIncrement</span><span class="s">)</span><span class="sc">;</span>
 373 
 374   <span class="i">$DistanceMatrix</span> = <span class="i">$This</span>-&gt;{<span class="w">DistanceMatrix</span>}<span class="sc">;</span>
 375   <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">$DistanceMatrix</span><span class="i">-&gt;GetSize</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 376   <span class="i">$SkipIndexCheck</span> = <span class="n">0</span><span class="sc">;</span>
 377 
 378   <span class="j">ROWINDEX:</span> <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>
 379     <span class="i">$AtomID1</span> = <span class="i">$This</span>-&gt;{<span class="w">AtomIndexToID</span>}{<span class="i">$RowIndex</span>}<span class="sc">;</span>
 380     <span class="k">if</span> <span class="s">(</span> !<span class="s">(</span><span class="k">exists</span><span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID1</span>}<span class="s">)</span><span class="s">)</span> <span class="s">)</span> <span class="s">{</span>
 381       <span class="k">next</span> <span class="j">ROWINDEX</span><span class="sc">;</span>
 382     <span class="s">}</span>
 383     <span class="i">$AtomType1</span> = <span class="i">$This</span>-&gt;{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID1</span>}<span class="sc">;</span>
 384 
 385     <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">$NumOfCols</span> - <span class="n">1</span><span class="s">)</span> <span class="s">)</span> <span class="s">{</span>
 386       <span class="i">$AtomID2</span> = <span class="i">$This</span>-&gt;{<span class="w">AtomIndexToID</span>}{<span class="i">$ColIndex</span>}<span class="sc">;</span>
 387       <span class="k">if</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><span class="s">)</span> <span class="s">)</span> <span class="s">{</span>
 388         <span class="k">next</span> <span class="j">COLINDEX</span><span class="sc">;</span>
 389       <span class="s">}</span>
 390       <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">$SkipIndexCheck</span><span class="s">)</span><span class="sc">;</span>
 391       <span class="k">if</span> <span class="s">(</span><span class="i">$Distance</span> &lt; <span class="i">$This</span>-&gt;{<span class="w">MinDistance</span>} || <span class="i">$Distance</span> &gt; <span class="i">$This</span>-&gt;{<span class="w">MaxDistance</span>}<span class="s">)</span> <span class="s">{</span>
 392         <span class="k">next</span> <span class="j">COLINDEX</span><span class="sc">;</span>
 393       <span class="s">}</span>
 394       <span class="i">$AtomType2</span> = <span class="i">$This</span>-&gt;{<span class="w">AssignedAtomTypes</span>}{<span class="i">$AtomID2</span>}<span class="sc">;</span>
 395 
 396       <span class="k">if</span> <span class="s">(</span><span class="i">$AtomType1</span> <span class="k">le</span> <span class="i">$AtomType2</span><span class="s">)</span> <span class="s">{</span>
 397         <span class="i">$This</span><span class="i">-&gt;_SetAtomPairsCount</span><span class="s">(</span><span class="i">$Distance</span><span class="cm">,</span> <span class="i">$AtomType1</span><span class="cm">,</span> <span class="i">$AtomType2</span><span class="s">)</span><span class="sc">;</span>
 398       <span class="s">}</span>
 399       <span class="k">else</span> <span class="s">{</span>
 400         <span class="i">$This</span><span class="i">-&gt;_SetAtomPairsCount</span><span class="s">(</span><span class="i">$Distance</span><span class="cm">,</span> <span class="i">$AtomType2</span><span class="cm">,</span> <span class="i">$AtomType1</span><span class="s">)</span><span class="sc">;</span>
 401       <span class="s">}</span>
 402     <span class="s">}</span>
 403   <span class="s">}</span>
 404   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 405 <span class="s">}</span>
 406 
 407 <span class="c"># Set atom paris count for a specific atom ID pair at a specific distance...</span>
 408 <span class="c">#</span>
<a name="_SetAtomPairsCount-"></a> 409 <span class="k">sub </span><span class="m">_SetAtomPairsCount</span> <span class="s">{</span>
 410   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$Distance</span><span class="cm">,</span> <span class="i">$AtomType1</span><span class="cm">,</span> <span class="i">$AtomType2</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 411 
 412   <span class="k">if</span> <span class="s">(</span>! <span class="k">exists</span> <span class="i">$This</span>-&gt;{<span class="w">AtomPairsCount</span>}{<span class="i">$Distance</span>}{<span class="i">$AtomType1</span>}<span class="s">)</span> <span class="s">{</span>
 413     <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomPairsCount</span>}{<span class="i">$Distance</span>}{<span class="i">$AtomType1</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 414     <span class="i">$This</span>-&gt;{<span class="w">AtomPairsCount</span>}{<span class="i">$Distance</span>}{<span class="i">$AtomType1</span>}{<span class="i">$AtomType2</span>} = <span class="n">1</span><span class="sc">;</span>
 415     <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 416   <span class="s">}</span>
 417 
 418   <span class="k">if</span> <span class="s">(</span><span class="k">exists</span> <span class="i">$This</span>-&gt;{<span class="w">AtomPairsCount</span>}{<span class="i">$Distance</span>}{<span class="i">$AtomType1</span>}{<span class="i">$AtomType2</span>}<span class="s">)</span> <span class="s">{</span>
 419     <span class="i">$This</span>-&gt;{<span class="w">AtomPairsCount</span>}{<span class="i">$Distance</span>}{<span class="i">$AtomType1</span>}{<span class="i">$AtomType2</span>} += <span class="n">1</span><span class="sc">;</span>
 420   <span class="s">}</span>
 421   <span class="k">else</span> <span class="s">{</span>
 422     <span class="i">$This</span>-&gt;{<span class="w">AtomPairsCount</span>}{<span class="i">$Distance</span>}{<span class="i">$AtomType1</span>}{<span class="i">$AtomType2</span>} = <span class="n">1</span><span class="sc">;</span>
 423   <span class="s">}</span>
 424 
 425   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 426 <span class="s">}</span>
 427 
 428 <span class="c"># Set final fingerpritns vector...</span>
 429 <span class="c">#</span>
<a name="_SetFinalFingerprints-"></a> 430 <span class="k">sub </span><span class="m">_SetFinalFingerprints</span> <span class="s">{</span>
 431   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 432   <span class="k">my</span><span class="s">(</span><span class="i">$Distance</span><span class="cm">,</span> <span class="i">$AtomType1</span><span class="cm">,</span> <span class="i">$AtomType2</span><span class="cm">,</span> <span class="i">$Value</span><span class="cm">,</span> <span class="i">@Values</span><span class="s">)</span><span class="sc">;</span>
 433 
 434   <span class="c"># Mark successful generation of fingerprints...</span>
 435   <span class="i">$This</span>-&gt;{<span class="w">FingerprintsGenerated</span>} = <span class="n">1</span><span class="sc">;</span>
 436 
 437   <span class="i">@Values</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 438   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomPairsIDs</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 439 
 440   <span class="k">for</span> <span class="i">$Distance</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">MinDistance</span>} .. <span class="i">$This</span>-&gt;{<span class="w">MaxDistance</span>}<span class="s">)</span> <span class="s">{</span>
 441     <span class="k">for</span> <span class="i">$AtomType1</span> <span class="s">(</span><span class="k">sort</span> <span class="k">keys</span> <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomPairsCount</span>}{<span class="i">$Distance</span>}} <span class="s">)</span> <span class="s">{</span>
 442       <span class="k">for</span> <span class="i">$AtomType2</span> <span class="s">(</span><span class="k">sort</span> <span class="k">keys</span> <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomPairsCount</span>}{<span class="i">$Distance</span>}{<span class="i">$AtomType1</span>}} <span class="s">)</span> <span class="s">{</span>
 443         <span class="k">push</span> <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomPairsIDs</span>}}<span class="cm">,</span> <span class="q">&quot;${AtomType1}-D${Distance}-${AtomType2}&quot;</span><span class="sc">;</span>
 444         <span class="i">$Value</span> = <span class="i">$This</span>-&gt;{<span class="w">AtomPairsCount</span>}{<span class="i">$Distance</span>}{<span class="i">$AtomType1</span>}{<span class="i">$AtomType2</span>}<span class="sc">;</span>
 445         <span class="k">push</span> <span class="i">@Values</span><span class="cm">,</span> <span class="i">$Value</span><span class="sc">;</span>
 446       <span class="s">}</span>
 447     <span class="s">}</span>
 448   <span class="s">}</span>
 449 
 450   <span class="c"># Add AtomPairsIDs and values to fingerprint vector...</span>
 451   <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">AtomPairsIDs</span>}}<span class="s">)</span><span class="sc">;</span>
 452   <span class="i">$This</span>-&gt;{<span class="w">FingerprintsVector</span>}<span class="i">-&gt;AddValues</span><span class="s">(</span>\<span class="i">@Values</span><span class="s">)</span><span class="sc">;</span>
 453 
 454   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 455 <span class="s">}</span>
 456 
 457 <span class="c"># Get atom pair IDs corresponding to atom pairs count values in fingerprint</span>
 458 <span class="c"># vector as an array or reference to an array...</span>
 459 <span class="c">#</span>
 460 <span class="c"># AtomPairIDs list differes in molecules and is generated during finalization</span>
 461 <span class="c"># of fingerprints to make sure the fingerprint vector containing count values</span>
 462 <span class="c"># matches the atom pairs array.</span>
 463 <span class="c">#</span>
<a name="GetAtomPairIDs-"></a> 464 <span class="k">sub </span><span class="m">GetAtomPairIDs</span> <span class="s">{</span>
 465   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 466 
 467   <span class="k">return</span> <span class="k">wantarray</span> ? <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomPairsIDs</span>}} <span class="co">:</span> \<span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomPairsIDs</span>}}<span class="sc">;</span>
 468 <span class="s">}</span>
 469 
 470 <span class="c"># Cache  appropriate molecule data...</span>
 471 <span class="c">#</span>
<a name="_SetupMoleculeDataCache-"></a> 472 <span class="k">sub </span><span class="m">_SetupMoleculeDataCache</span> <span class="s">{</span>
 473   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 474 
 475   <span class="c"># Get all atoms including hydrogens to correctly map atom indices to atom IDs for</span>
 476   <span class="c"># usage of distance matrix. The hydrogen atoms are ignored during processing...</span>
 477   <span class="c">#</span>
 478   <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>
 479 
 480   <span class="c"># Get all atom IDs...</span>
 481   <span class="k">my</span><span class="s">(</span><span class="i">@AtomIDs</span><span class="s">)</span><span class="sc">;</span>
 482   <span class="i">@AtomIDs</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 483   <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>
 484 
 485   <span class="c"># Set AtomIndex to AtomID hash...</span>
 486   <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomIndexToID</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 487   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomIndexToID</span>}}{ <span class="s">(</span><span class="n">0</span> .. <span class="i">$#AtomIDs</span><span class="s">)</span> } = <span class="i">@AtomIDs</span><span class="sc">;</span>
 488 
 489   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 490 <span class="s">}</span>
 491 
 492 <span class="c"># Clear cached molecule data...</span>
 493 <span class="c">#</span>
<a name="_ClearMoleculeDataCache-"></a> 494 <span class="k">sub </span><span class="m">_ClearMoleculeDataCache</span> <span class="s">{</span>
 495   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 496 
 497   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">Atoms</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 498 
 499   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 500 <span class="s">}</span>
 501 
 502 <span class="c"># Set atomic invariants to use for atom identifiers...</span>
 503 <span class="c">#</span>
<a name="SetAtomicInvariantsToUse-"></a> 504 <span class="k">sub </span><span class="m">SetAtomicInvariantsToUse</span> <span class="s">{</span>
 505   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">@Values</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 506   <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">$AtomicInvariant</span><span class="cm">,</span> <span class="i">$SpecifiedAtomicInvariant</span><span class="cm">,</span> <span class="i">$AtomicInvariantValue</span><span class="cm">,</span> <span class="i">@SpecifiedAtomicInvariants</span><span class="cm">,</span> <span class="i">@AtomicInvariantsToUse</span><span class="s">)</span><span class="sc">;</span>
 507 
 508   <span class="k">if</span> <span class="s">(</span>!<span class="i">@Values</span><span class="s">)</span> <span class="s">{</span>
 509     <span class="w">carp</span> <span class="q">&quot;Warning: ${ClassName}-&gt;SetAtomicInvariantsToUse: No values specified...&quot;</span><span class="sc">;</span>
 510     <span class="k">return</span><span class="sc">;</span>
 511   <span class="s">}</span>
 512 
 513   <span class="i">$FirstValue</span> = <span class="i">$Values</span>[<span class="n">0</span>]<span class="sc">;</span>
 514   <span class="i">$TypeOfFirstValue</span> = <span class="k">ref</span> <span class="i">$FirstValue</span><span class="sc">;</span>
 515 
 516   <span class="i">@SpecifiedAtomicInvariants</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 517   <span class="i">@AtomicInvariantsToUse</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 518 
 519   <span class="k">if</span> <span class="s">(</span><span class="i">$TypeOfFirstValue</span> =~ <span class="q">/^ARRAY/</span><span class="s">)</span> <span class="s">{</span>
 520     <span class="k">push</span> <span class="i">@SpecifiedAtomicInvariants</span><span class="cm">,</span> <span class="i">@</span>{<span class="i">$FirstValue</span>}<span class="sc">;</span>
 521   <span class="s">}</span>
 522   <span class="k">else</span> <span class="s">{</span>
 523     <span class="k">push</span> <span class="i">@SpecifiedAtomicInvariants</span><span class="cm">,</span> <span class="i">@Values</span><span class="sc">;</span>
 524   <span class="s">}</span>
 525 
 526   <span class="c"># Make sure specified AtomicInvariants are valid...</span>
 527   <span class="k">for</span> <span class="i">$SpecifiedAtomicInvariant</span> <span class="s">(</span><span class="i">@SpecifiedAtomicInvariants</span><span class="s">)</span> <span class="s">{</span>
 528     <span class="k">if</span> <span class="s">(</span>!<span class="i">AtomTypes::AtomicInvariantsAtomTypes::IsAtomicInvariantAvailable</span><span class="s">(</span><span class="i">$SpecifiedAtomicInvariant</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span>
 529       <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SetAtomicInvariantsToUse: Specified atomic invariant, $SpecifiedAtomicInvariant, is not supported...\n &quot;</span><span class="sc">;</span>
 530     <span class="s">}</span>
 531     <span class="i">$AtomicInvariant</span> = <span class="i">$SpecifiedAtomicInvariant</span><span class="sc">;</span>
 532     <span class="k">push</span> <span class="i">@AtomicInvariantsToUse</span><span class="cm">,</span> <span class="i">$AtomicInvariant</span><span class="sc">;</span>
 533   <span class="s">}</span>
 534 
 535   <span class="c"># Set atomic invariants to use...</span>
 536   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomicInvariantsToUse</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 537   <span class="k">push</span> <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomicInvariantsToUse</span>}}<span class="cm">,</span> <span class="i">@AtomicInvariantsToUse</span><span class="sc">;</span>
 538 
 539   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 540 <span class="s">}</span>
 541 
 542 <span class="c"># Set functional classes to use for atom identifiers...</span>
 543 <span class="c">#</span>
<a name="SetFunctionalClassesToUse-"></a> 544 <span class="k">sub </span><span class="m">SetFunctionalClassesToUse</span> <span class="s">{</span>
 545   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">@Values</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 546   <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">$FunctionalClass</span><span class="cm">,</span> <span class="i">$SpecifiedFunctionalClass</span><span class="cm">,</span> <span class="i">@SpecifiedFunctionalClasses</span><span class="cm">,</span> <span class="i">@FunctionalClassesToUse</span><span class="s">)</span><span class="sc">;</span>
 547 
 548   <span class="k">if</span> <span class="s">(</span>!<span class="i">@Values</span><span class="s">)</span> <span class="s">{</span>
 549     <span class="w">carp</span> <span class="q">&quot;Warning: ${ClassName}-&gt;SetFunctionalClassesToUse: No values specified...&quot;</span><span class="sc">;</span>
 550     <span class="k">return</span><span class="sc">;</span>
 551   <span class="s">}</span>
 552 
 553   <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} !~ <span class="q">/^FunctionalClassAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 554     <span class="w">carp</span> <span class="q">&quot;Warning: ${ClassName}-&gt;SetFunctionalClassesToUse: FunctionalClassesToUse can&#39;t be set for InitialAtomIdentifierType of $This-&gt;{AtomIdentifierType}...&quot;</span><span class="sc">;</span>
 555     <span class="k">return</span><span class="sc">;</span>
 556   <span class="s">}</span>
 557 
 558   <span class="i">$FirstValue</span> = <span class="i">$Values</span>[<span class="n">0</span>]<span class="sc">;</span>
 559   <span class="i">$TypeOfFirstValue</span> = <span class="k">ref</span> <span class="i">$FirstValue</span><span class="sc">;</span>
 560 
 561   <span class="i">@SpecifiedFunctionalClasses</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 562   <span class="i">@FunctionalClassesToUse</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 563 
 564   <span class="k">if</span> <span class="s">(</span><span class="i">$TypeOfFirstValue</span> =~ <span class="q">/^ARRAY/</span><span class="s">)</span> <span class="s">{</span>
 565     <span class="k">push</span> <span class="i">@SpecifiedFunctionalClasses</span><span class="cm">,</span> <span class="i">@</span>{<span class="i">$FirstValue</span>}<span class="sc">;</span>
 566   <span class="s">}</span>
 567   <span class="k">else</span> <span class="s">{</span>
 568     <span class="k">push</span> <span class="i">@SpecifiedFunctionalClasses</span><span class="cm">,</span> <span class="i">@Values</span><span class="sc">;</span>
 569   <span class="s">}</span>
 570 
 571   <span class="c"># Make sure specified FunctionalClasses are valid...</span>
 572   <span class="k">for</span> <span class="i">$SpecifiedFunctionalClass</span> <span class="s">(</span><span class="i">@SpecifiedFunctionalClasses</span><span class="s">)</span> <span class="s">{</span>
 573     <span class="k">if</span> <span class="s">(</span>!<span class="i">AtomTypes::FunctionalClassAtomTypes::IsFunctionalClassAvailable</span><span class="s">(</span><span class="i">$SpecifiedFunctionalClass</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span>
 574       <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SetFunctionalClassesToUse: Specified functional class, $SpecifiedFunctionalClass, is not supported...\n &quot;</span><span class="sc">;</span>
 575     <span class="s">}</span>
 576     <span class="k">push</span> <span class="i">@FunctionalClassesToUse</span><span class="cm">,</span> <span class="i">$SpecifiedFunctionalClass</span><span class="sc">;</span>
 577   <span class="s">}</span>
 578 
 579   <span class="c"># Set functional classes to use...</span>
 580   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">FunctionalClassesToUse</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 581   <span class="k">push</span> <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">FunctionalClassesToUse</span>}}<span class="cm">,</span> <span class="i">@FunctionalClassesToUse</span><span class="sc">;</span>
 582 
 583   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 584 <span class="s">}</span>
 585 
 586 <span class="c"># Initialize atom indentifier type information...</span>
 587 <span class="c">#</span>
 588 <span class="c"># Current supported values:</span>
 589 <span class="c">#</span>
 590 <span class="c"># AtomicInvariantsAtomTypes, DREIDINGAtomTypes, EStateAtomTypes, FunctionalClassAtomTypes,</span>
 591 <span class="c"># MMFF94AtomTypes, SLogPAtomTypes, SYBYLAtomTypes, TPSAAtomTypes, UFFAtomTypes</span>
 592 <span class="c">#</span>
<a name="_InitializeAtomIdentifierTypeInformation-"></a> 593 <span class="k">sub </span><span class="m">_InitializeAtomIdentifierTypeInformation</span> <span class="s">{</span>
 594   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 595 
 596   <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^AtomicInvariantsAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 597     <span class="i">$This</span><span class="i">-&gt;_InitializeAtomicInvariantsAtomTypesInformation</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 598   <span class="s">}</span>
 599   <span class="k">elsif</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^FunctionalClassAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 600     <span class="i">$This</span><span class="i">-&gt;_InitializeFunctionalClassAtomTypesInformation</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 601   <span class="s">}</span>
 602   <span class="k">elsif</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^(DREIDINGAtomTypes|EStateAtomTypes|MMFF94AtomTypes|SLogPAtomTypes|SYBYLAtomTypes|TPSAAtomTypes|UFFAtomTypes)$/i</span><span class="s">)</span> <span class="s">{</span>
 603     <span class="c"># Nothing to do for now...</span>
 604   <span class="s">}</span>
 605   <span class="k">else</span> <span class="s">{</span>
 606     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;_InitializeAtomIdentifierTypeInformation: Unknown atom indentifier type $This-&gt;{AtomIdentifierType}...&quot;</span><span class="sc">;</span>
 607   <span class="s">}</span>
 608 
 609   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 610 <span class="s">}</span>
 611 
 612 <span class="c"># Initialize atomic invariants atom types to use for generating atom identifiers...</span>
 613 <span class="c">#</span>
 614 <span class="c"># Let:</span>
 615 <span class="c">#   AS = Atom symbol corresponding to element symbol</span>
 616 <span class="c">#</span>
 617 <span class="c">#   X&lt;n&gt;   = Number of non-hydrogen atom neighbors or heavy atoms attached to atom</span>
 618 <span class="c">#   BO&lt;n&gt; = Sum of bond orders to non-hydrogen atom neighbors or heavy atoms attached to atom</span>
 619 <span class="c">#   LBO&lt;n&gt; = Largest bond order of non-hydrogen atom neighbors or heavy atoms attached to atom</span>
 620 <span class="c">#   SB&lt;n&gt; = Number of single bonds to non-hydrogen atom neighbors or heavy atoms attached to atom</span>
 621 <span class="c">#   DB&lt;n&gt; = Number of double bonds to non-hydrogen atom neighbors or heavy atoms attached to atom</span>
 622 <span class="c">#   TB&lt;n&gt; = Number of triple bonds to non-hydrogen atom neighbors or heavy atoms attached to atom</span>
 623 <span class="c">#   H&lt;n&gt;   = Number of implicit and explicit hydrogens for atom</span>
 624 <span class="c">#   Ar     = Aromatic annotation indicating whether atom is aromatic</span>
 625 <span class="c">#   RA     = Ring atom annotation indicating whether atom is a ring</span>
 626 <span class="c">#   FC&lt;+n/-n&gt; = Formal charge assigned to atom</span>
 627 <span class="c">#   MN&lt;n&gt; = Mass number indicating isotope other than most abundant isotope</span>
 628 <span class="c">#   SM&lt;n&gt; = Spin multiplicity of atom. Possible values: 1 (singlet), 2 (doublet) or 3 (triplet)</span>
 629 <span class="c">#</span>
 630 <span class="c">#   AtomTypeIDx = Atomic invariants atom type for atom x</span>
 631 <span class="c">#   AtomTypeIDy = Atomic invariants atom type for atom y</span>
 632 <span class="c">#   Dn   = Topological distance between atom x and y</span>
 633 <span class="c">#</span>
 634 <span class="c"># Then:</span>
 635 <span class="c">#</span>
 636 <span class="c">#   Atom pair AtomID generated by AtomTypes::AtomicInvariantsAtomTypes class corresponds to:</span>
 637 <span class="c">#</span>
 638 <span class="c">#     AS.X&lt;n&gt;.BO&lt;n&gt;.LBO&lt;n&gt;.&lt;SB&gt;&lt;n&gt;.&lt;DB&gt;&lt;n&gt;.&lt;TB&gt;&lt;n&gt;.H&lt;n&gt;.Ar.RA.FC&lt;+n/-n&gt;.MN&lt;n&gt;.SM&lt;n&gt;</span>
 639 <span class="c">#</span>
 640 <span class="c">#  AtomPairID corresponds to:</span>
 641 <span class="c">#</span>
 642 <span class="c">#    AtomTypeIDx-D&lt;n&gt;-AtomTypeIDy</span>
 643 <span class="c">#</span>
 644 <span class="c"># Except for AS which is a required atomic invariant in atom pair AtomIDs, all other atomic invariants are</span>
 645 <span class="c"># optional. Default atomic invariants used for AtomID are: AS, X&lt;n&gt;, BO&lt;n&gt;, H&lt;n&gt;, FC&lt;+n/-n&gt;.</span>
 646 <span class="c"># AtomID specification doesn&#39;t include atomic invariants with zero or undefined values.</span>
 647 <span class="c">#</span>
 648 <span class="c"># Examples of atom pair AtomIDs:</span>
 649 <span class="c">#</span>
 650 <span class="c">#   O.X1.BO1.H1 - Hydroxyl oxygen in carboxylate with attached hydrogen and no explicit charge</span>
 651 <span class="c">#   O.X1.BO1.FC-1 - Hydroxyl ozygen in carboxylate with explicit negative charge</span>
 652 <span class="c">#   O.X1.BO2 - Carbonyl oxygen in carboxylate with double bond to carbon</span>
 653 <span class="c">#   O.X2.BO2 - Hydroxyl ozygen in carboxylate attached to carbonyl carbon and another heavy atom</span>
 654 <span class="c">#</span>
 655 <span class="c">#   C.X2.BO3.H1.Ar - Aromatic carbon</span>
 656 <span class="c">#</span>
 657 <span class="c"># Examples of AtomPairIDs:</span>
 658 <span class="c">#</span>
 659 <span class="c">#   C.X2.BO2.H3-D1-O.X1.BO1 - Carbon with two heavy atom neighbors attached to oxygen at bond distance 1(methanol)</span>
 660 <span class="c">#</span>
 661 <span class="c">#   C.X2.BO3.H1.Ar-D3-C.X2.BO3.H1.Ar  - Two aromatic carbons at bond distance 3 where each carbon has</span>
 662 <span class="c">#                                       two heavy atom neighbors and bond order of 3 (benzene)</span>
 663 <span class="c">#</span>
<a name="_InitializeAtomicInvariantsAtomTypesInformation-"></a> 664 <span class="k">sub </span><span class="m">_InitializeAtomicInvariantsAtomTypesInformation</span> <span class="s">{</span>
 665   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 666 
 667   <span class="c"># Default atomic invariants to use for generating atom neighborhood atom IDs: AS, X, BO, H, FC</span>
 668   <span class="c">#</span>
 669   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomicInvariantsToUse</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 670   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomicInvariantsToUse</span>}} = <span class="s">(</span><span class="q">&#39;AS&#39;</span><span class="cm">,</span> <span class="q">&#39;X&#39;</span><span class="cm">,</span> <span class="q">&#39;BO&#39;</span><span class="cm">,</span> <span class="q">&#39;H&#39;</span><span class="cm">,</span> <span class="q">&#39;FC&#39;</span><span class="s">)</span><span class="sc">;</span>
 671 
 672   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 673 <span class="s">}</span>
 674 
 675 <span class="c"># Initialize functional class atom types, generated by AtomTypes::FunctionalClassAtomTypes</span>
 676 <span class="c"># class, to use for generating atom identifiers...</span>
 677 <span class="c">#</span>
 678 <span class="c"># Let:</span>
 679 <span class="c">#   HBD: HydrogenBondDonor</span>
 680 <span class="c">#   HBA: HydrogenBondAcceptor</span>
 681 <span class="c">#   PI :  PositivelyIonizable</span>
 682 <span class="c">#   NI : NegativelyIonizable</span>
 683 <span class="c">#   Ar : Aromatic</span>
 684 <span class="c">#   Hal : Halogen</span>
 685 <span class="c">#   H : Hydrophobic</span>
 686 <span class="c">#   RA : RingAtom</span>
 687 <span class="c">#   CA : ChainAtom</span>
 688 <span class="c">#</span>
 689 <span class="c"># Then:</span>
 690 <span class="c">#</span>
 691 <span class="c">#   Functiononal class atom type specification for an atom corresponds to:</span>
 692 <span class="c">#</span>
 693 <span class="c">#     Ar.CA.H.HBA.HBD.Hal.NI.PI.RA</span>
 694 <span class="c">#</span>
 695 <span class="c">#   Default functional classes used are: HBD, HBA, PI, NI, Ar, Hal</span>
 696 <span class="c">#</span>
 697 <span class="c">#   FunctionalAtomTypes are assigned using the following definitions [ Ref 60-61, Ref 65-66 ]:</span>
 698 <span class="c">#</span>
 699 <span class="c">#     HydrogenBondDonor: NH, NH2, OH</span>
 700 <span class="c">#     HydrogenBondAcceptor: N[!H], O</span>
 701 <span class="c">#     PositivelyIonizable: +, NH2</span>
 702 <span class="c">#     NegativelyIonizable: -, C(=O)OH, S(=O)OH, P(=O)OH</span>
 703 <span class="c">#</span>
<a name="_InitializeFunctionalClassAtomTypesInformation-"></a> 704 <span class="k">sub </span><span class="m">_InitializeFunctionalClassAtomTypesInformation</span> <span class="s">{</span>
 705   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 706 
 707   <span class="c"># Default functional class atom typess to use for generating atom identifiers</span>
 708   <span class="c"># are: HBD, HBA, PI, NI, Ar, Hal</span>
 709   <span class="c">#</span>
 710   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">FunctionalClassesToUse</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 711   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">FunctionalClassesToUse</span>}} = <span class="s">(</span><span class="q">&#39;HBD&#39;</span><span class="cm">,</span> <span class="q">&#39;HBA&#39;</span><span class="cm">,</span> <span class="q">&#39;PI&#39;</span><span class="cm">,</span> <span class="q">&#39;NI&#39;</span><span class="cm">,</span> <span class="q">&#39;Ar&#39;</span><span class="cm">,</span> <span class="q">&#39;Hal&#39;</span><span class="s">)</span><span class="sc">;</span>
 712 
 713   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 714 <span class="s">}</span>
 715 
 716 <span class="c"># Return a string containg data for TopologicalAtomPairsFingerprints object...</span>
 717 <span class="c">#</span>
<a name="StringifyTopologicalAtomPairsFingerprints-"></a> 718 <span class="k">sub </span><span class="m">StringifyTopologicalAtomPairsFingerprints</span> <span class="s">{</span>
 719   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 720   <span class="k">my</span><span class="s">(</span><span class="i">$FingerprintsString</span><span class="s">)</span><span class="sc">;</span>
 721 
 722   <span class="c"># Type of fingerprint...</span>
 723   <span class="i">$FingerprintsString</span> = <span class="q">&quot;Fingerprint type: $This-&gt;{Type}; AtomIdentifierType: $This-&gt;{AtomIdentifierType}&quot;</span><span class="sc">;</span>
 724 
 725   <span class="c"># Min and max distance...</span>
 726   <span class="i">$FingerprintsString</span> .= <span class="q">&quot;; MinDistance:  $This-&gt;{MinDistance}; MaxDistance: $This-&gt;{MaxDistance}&quot;</span><span class="sc">;</span>
 727 
 728   <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^AtomicInvariantsAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 729     <span class="k">my</span><span class="s">(</span><span class="i">$AtomicInvariant</span><span class="cm">,</span> <span class="i">@AtomicInvariants</span><span class="cm">,</span> <span class="i">@AtomicInvariantsOrder</span><span class="cm">,</span> <span class="i">%AvailableAtomicInvariants</span><span class="s">)</span><span class="sc">;</span>
 730 
 731     <span class="i">@AtomicInvariantsOrder</span> = <span class="i">AtomTypes::AtomicInvariantsAtomTypes::GetAtomicInvariantsOrder</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 732     <span class="i">%AvailableAtomicInvariants</span> = <span class="i">AtomTypes::AtomicInvariantsAtomTypes::GetAvailableAtomicInvariants</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 733 
 734     <span class="k">for</span> <span class="i">$AtomicInvariant</span> <span class="s">(</span><span class="i">@AtomicInvariantsOrder</span><span class="s">)</span> <span class="s">{</span>
 735       <span class="k">push</span> <span class="i">@AtomicInvariants</span><span class="cm">,</span> <span class="q">&quot;$AtomicInvariant: $AvailableAtomicInvariants{$AtomicInvariant}&quot;</span><span class="sc">;</span>
 736     <span class="s">}</span>
 737 
 738     <span class="i">$FingerprintsString</span> .= <span class="q">&quot;; AtomicInvariantsToUse: &lt;&quot;</span> . <span class="i">TextUtil::JoinWords</span><span class="s">(</span>\<span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomicInvariantsToUse</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>
 739     <span class="i">$FingerprintsString</span> .= <span class="q">&quot;; AtomicInvariantsOrder: &lt;&quot;</span> . <span class="i">TextUtil::JoinWords</span><span class="s">(</span>\<span class="i">@AtomicInvariantsOrder</span><span class="cm">,</span> <span class="q">&quot;, &quot;</span><span class="cm">,</span> <span class="n">0</span><span class="s">)</span> . <span class="q">&quot;&gt;&quot;</span><span class="sc">;</span>
 740     <span class="i">$FingerprintsString</span> .= <span class="q">&quot;; AvailableAtomicInvariants: &lt;&quot;</span> . <span class="i">TextUtil::JoinWords</span><span class="s">(</span>\<span class="i">@AtomicInvariants</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>
 741   <span class="s">}</span>
 742   <span class="k">elsif</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^FunctionalClassAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 743     <span class="k">my</span><span class="s">(</span><span class="i">$FunctionalClass</span><span class="cm">,</span> <span class="i">@FunctionalClasses</span><span class="cm">,</span> <span class="i">@FunctionalClassesOrder</span><span class="cm">,</span> <span class="i">%AvailableFunctionalClasses</span><span class="s">)</span><span class="sc">;</span>
 744 
 745     <span class="i">@FunctionalClassesOrder</span> = <span class="i">AtomTypes::FunctionalClassAtomTypes::GetFunctionalClassesOrder</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 746     <span class="i">%AvailableFunctionalClasses</span> = <span class="i">AtomTypes::FunctionalClassAtomTypes::GetAvailableFunctionalClasses</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 747 
 748     <span class="k">for</span> <span class="i">$FunctionalClass</span> <span class="s">(</span><span class="i">@FunctionalClassesOrder</span><span class="s">)</span> <span class="s">{</span>
 749       <span class="k">push</span> <span class="i">@FunctionalClasses</span><span class="cm">,</span> <span class="q">&quot;$FunctionalClass: $AvailableFunctionalClasses{$FunctionalClass}&quot;</span><span class="sc">;</span>
 750     <span class="s">}</span>
 751 
 752     <span class="i">$FingerprintsString</span> .= <span class="q">&quot;; FunctionalClassesToUse: &lt;&quot;</span> . <span class="i">TextUtil::JoinWords</span><span class="s">(</span>\<span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">FunctionalClassesToUse</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>
 753     <span class="i">$FingerprintsString</span> .= <span class="q">&quot;; FunctionalClassesOrder: &lt;&quot;</span> . <span class="i">TextUtil::JoinWords</span><span class="s">(</span>\<span class="i">@FunctionalClassesOrder</span><span class="cm">,</span> <span class="q">&quot;, &quot;</span><span class="cm">,</span> <span class="n">0</span><span class="s">)</span> . <span class="q">&quot;&gt;&quot;</span><span class="sc">;</span>
 754     <span class="i">$FingerprintsString</span> .= <span class="q">&quot;; AvailableFunctionalClasses: &lt;&quot;</span> . <span class="i">TextUtil::JoinWords</span><span class="s">(</span>\<span class="i">@FunctionalClasses</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>
 755   <span class="s">}</span>
 756 
 757   <span class="c"># Total number of atom pairs...</span>
 758   <span class="i">$FingerprintsString</span> .= <span class="q">&quot;; NumOfAtomPairs: &quot;</span> . <span class="i">$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>
 759 
 760   <span class="c"># FingerprintsVector...</span>
 761   <span class="i">$FingerprintsString</span> .= <span class="q">&quot;; FingerprintsVector: &lt; $This-&gt;{FingerprintsVector} &gt;&quot;</span><span class="sc">;</span>
 762 
 763   <span class="k">return</span> <span class="i">$FingerprintsString</span><span class="sc">;</span>
 764 <span class="s">}</span>
 765 
<a name="EOF-"></a></pre>
<p>&nbsp;</p>
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