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<a name="package-Fingerprints::AtomNeighborhoodsFingerprints-"></a>   1 <span class="k">package </span><span class="i">Fingerprints::AtomNeighborhoodsFingerprints</span><span class="sc">;</span>
   2 <span class="c">#</span>
   3 <span class="c"># $RCSfile: AtomNeighborhoodsFingerprints.pm,v $</span>
   4 <span class="c"># $Date: 2015/02/28 20:48:53 $</span>
   5 <span class="c"># $Revision: 1.27 $</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;StringifyAtomNeighborhoodsFingerprints&#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">$This</span><span class="i">-&gt;_InitializeAtomNeighborhoodsFingerprints</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
  68 
  69   <span class="i">$This</span><span class="i">-&gt;_InitializeAtomNeighborhoodsFingerprintsProperties</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">$This</span><span class="sc">;</span>
  72 <span class="s">}</span>
  73 
  74 <span class="c"># Initialize object data...</span>
  75 <span class="c">#</span>
<a name="_InitializeAtomNeighborhoodsFingerprints-"></a>  76 <span class="k">sub </span><span class="m">_InitializeAtomNeighborhoodsFingerprints</span> <span class="s">{</span>
  77   <span class="k">my</span><span class="s">(</span><span class="i">$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">$This</span>-&gt;{<span class="w">Type</span>} = <span class="q">&#39;AtomNeighborhoods&#39;</span><span class="sc">;</span>
  81 
  82   <span class="c"># Type of vector...</span>
  83   <span class="i">$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">$This</span>-&gt;{<span class="w">FingerprintsVectorType</span>} = <span class="q">&#39;AlphaNumericalValues&#39;</span><span class="sc">;</span>
  87 
  88   <span class="c"># Minimum and maximum atomic neighborhoods radii...</span>
  89   <span class="i">$This</span>-&gt;{<span class="w">MinNeighborhoodRadius</span>} = <span class="n">0</span><span class="sc">;</span>
  90   <span class="i">$This</span>-&gt;{<span class="w">MaxNeighborhoodRadius</span>} = <span class="n">2</span><span class="sc">;</span>
  91 
  92   <span class="c"># Atom identifier type to use for atom IDs in atom neighborhood atoms...</span>
  93   <span class="c">#</span>
  94   <span class="c"># Currently supported values are: AtomicInvariantsAtomTypes, DREIDINGAtomTypes,</span>
  95   <span class="c"># EStateAtomTypes, FunctionalClassAtomTypes, MMFF94AtomTypes, SLogPAtomTypes,</span>
  96   <span class="c"># SYBYLAtomTypes, TPSAAtomTypes, UFFAtomTypes</span>
  97   <span class="c">#</span>
  98   <span class="i">$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="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AssignedAtomTypes</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 102 
 103   <span class="c"># Atom neighorhoods with in specified atom radii..</span>
 104   <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoods</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 105 
 106   <span class="c"># Atom neighborhoods atom types count at different neighborhoods...</span>
 107   <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">NeighborhoodAtomTypesCount</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 108 
 109   <span class="c"># Atom neighborhood identifiers using specified atom identifier types methodology...</span>
 110   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoodsIdentifiers</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 111 <span class="s">}</span>
 112 
 113 <span class="c"># Initialize class ...</span>
<a name="_InitializeClass-"></a> 114 <span class="k">sub </span><span class="m">_InitializeClass</span> <span class="s">{</span>
 115   <span class="c">#Class name...</span>
 116   <span class="i">$ClassName</span> = <span class="w">__PACKAGE__</span><span class="sc">;</span>
 117 <span class="s">}</span>
 118 
 119 <span class="c"># Initialize object properties....</span>
<a name="_InitializeAtomNeighborhoodsFingerprintsProperties-"></a> 120 <span class="k">sub </span><span class="m">_InitializeAtomNeighborhoodsFingerprintsProperties</span> <span class="s">{</span>
 121   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">%NamesAndValues</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 122 
 123   <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">$MethodName</span><span class="s">)</span><span class="sc">;</span>
 124   <span class="k">while</span> <span class="s">(</span><span class="s">(</span><span class="i">$Name</span><span class="cm">,</span> <span class="i">$Value</span><span class="s">)</span> = <span class="k">each</span>  <span class="i">%NamesAndValues</span><span class="s">)</span> <span class="s">{</span>
 125     <span class="i">$MethodName</span> = <span class="q">&quot;Set${Name}&quot;</span><span class="sc">;</span>
 126     <span class="i">$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>
 127   <span class="s">}</span>
 128 
 129   <span class="c"># Make sure molecule object was specified...</span>
 130   <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>
 131     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;New: Object can&#39;t be instantiated without specifying molecule...&quot;</span><span class="sc">;</span>
 132   <span class="s">}</span>
 133   <span class="k">if</span> <span class="s">(</span><span class="k">exists</span> <span class="i">$NamesAndValues</span>{<span class="w">Size</span>}<span class="s">)</span> <span class="s">{</span>
 134     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;New: Object can&#39;t be instantiated with a user specified size: It&#39;s an arbitrary length vector...&quot;</span><span class="sc">;</span>
 135   <span class="s">}</span>
 136   <span class="k">if</span> <span class="s">(</span>!<span class="k">exists</span> <span class="i">$NamesAndValues</span>{<span class="w">AtomIdentifierType</span>}<span class="s">)</span> <span class="s">{</span>
 137     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;New: Object can&#39;t be instantiated without specifying AtomIdentifierType...&quot;</span><span class="sc">;</span>
 138   <span class="s">}</span>
 139 
 140   <span class="i">$This</span><span class="i">-&gt;_InitializeFingerprintsVector</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 141 
 142   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 143 <span class="s">}</span>
 144 
 145 <span class="c"># Set atom identifier type..</span>
 146 <span class="c">#</span>
<a name="SetAtomIdentifierType-"></a> 147 <span class="k">sub </span><span class="m">SetAtomIdentifierType</span> <span class="s">{</span>
 148   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$IdentifierType</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 149 
 150   <span class="k">if</span> <span class="s">(</span><span class="i">$IdentifierType</span> !~ <span class="q">/^(AtomicInvariantsAtomTypes|DREIDINGAtomTypes|EStateAtomTypes|FunctionalClassAtomTypes|MMFF94AtomTypes|SLogPAtomTypes|SYBYLAtomTypes|TPSAAtomTypes|UFFAtomTypes)$/i</span><span class="s">)</span> <span class="s">{</span>
 151     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SetAtomIdentifierType: Specified value, $IdentifierType, for AtomIdentifierType is not vaild. Supported types in current release of MayaChemTools: AtomicInvariantsAtomTypes, DREIDINGAtomTypes, EStateAtomTypes, FunctionalClassAtomTypes, MMFF94AtomTypes, SLogPAtomTypes, SYBYLAtomTypes, TPSAAtomTypes, and UFFAtomTypes.&quot;</span><span class="sc">;</span>
 152   <span class="s">}</span>
 153 
 154   <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>}<span class="s">)</span> <span class="s">{</span>
 155     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SetAtomIdentifierType: Can&#39;t change intial atom identifier type:  It&#39;s already set...&quot;</span><span class="sc">;</span>
 156   <span class="s">}</span>
 157 
 158   <span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} = <span class="i">$IdentifierType</span><span class="sc">;</span>
 159 
 160   <span class="c"># Initialize atom identifier type information...</span>
 161   <span class="i">$This</span><span class="i">-&gt;_InitializeAtomIdentifierTypeInformation</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 162 
 163   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 164 <span class="s">}</span>
 165 
 166 <span class="c"># Set minimum atom neighborhood radius...</span>
 167 <span class="c">#</span>
<a name="SetMinNeighborhoodRadius-"></a> 168 <span class="k">sub </span><span class="m">SetMinNeighborhoodRadius</span> <span class="s">{</span>
 169   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$Value</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 170 
 171   <span class="k">if</span> <span class="s">(</span>!<span class="i">TextUtil::IsInteger</span><span class="s">(</span><span class="i">$Value</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span>
 172     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SetMinNeighborhoodRadius: MinNeighborhoodRadius value, $Value, is not valid:  It must be an  integer...&quot;</span><span class="sc">;</span>
 173   <span class="s">}</span>
 174 
 175   <span class="k">if</span> <span class="s">(</span><span class="i">$Value</span> &lt; <span class="n">0</span> <span class="s">)</span> <span class="s">{</span>
 176     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SetMinNeighborhoodRadius: MinNeighborhoodRadius value, $Value, is not valid:  It must be &gt;= 0...&quot;</span><span class="sc">;</span>
 177   <span class="s">}</span>
 178   <span class="i">$This</span>-&gt;{<span class="w">MinNeighborhoodRadius</span>} = <span class="i">$Value</span><span class="sc">;</span>
 179 
 180   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 181 <span class="s">}</span>
 182 
 183 <span class="c"># Set maximum atom neighborhood radius...</span>
 184 <span class="c">#</span>
<a name="SetMaxNeighborhoodRadius-"></a> 185 <span class="k">sub </span><span class="m">SetMaxNeighborhoodRadius</span> <span class="s">{</span>
 186   <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>
 187 
 188   <span class="k">if</span> <span class="s">(</span>!<span class="i">TextUtil::IsInteger</span><span class="s">(</span><span class="i">$Value</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span>
 189     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SetMaxNeighborhoodRadius: MaxNeighborhoodRadius value, $Value, is not valid:  It must be an  integer...&quot;</span><span class="sc">;</span>
 190   <span class="s">}</span>
 191 
 192   <span class="k">if</span> <span class="s">(</span><span class="i">$Value</span> &lt; <span class="n">0</span> <span class="s">)</span> <span class="s">{</span>
 193     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SetMaxNeighborhoodRadius: MaxNeighborhoodRadius value, $Value, is not valid:  It must be &gt;= 0...&quot;</span><span class="sc">;</span>
 194   <span class="s">}</span>
 195   <span class="i">$This</span>-&gt;{<span class="w">MaxNeighborhoodRadius</span>} = <span class="i">$Value</span><span class="sc">;</span>
 196 
 197   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 198 <span class="s">}</span>
 199 
 200 <span class="c"># Generate fingerprints description...</span>
 201 <span class="c">#</span>
<a name="GetDescription-"></a> 202 <span class="k">sub </span><span class="m">GetDescription</span> <span class="s">{</span>
 203   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 204 
 205   <span class="c"># Is description explicity set?</span>
 206   <span class="k">if</span> <span class="s">(</span><span class="k">exists</span> <span class="i">$This</span>-&gt;{<span class="w">Description</span>}<span class="s">)</span> <span class="s">{</span>
 207     <span class="k">return</span> <span class="i">$This</span>-&gt;{<span class="w">Description</span>}<span class="sc">;</span>
 208   <span class="s">}</span>
 209 
 210   <span class="c"># Generate fingerprints description...</span>
 211 
 212   <span class="k">return</span> <span class="q">&quot;$This-&gt;{Type}:$This-&gt;{AtomIdentifierType}:MinRadius$This-&gt;{MinNeighborhoodRadius}:MaxRadius$This-&gt;{MaxNeighborhoodRadius}&quot;</span><span class="sc">;</span>
 213 <span class="s">}</span>
 214 
 215 <span class="c"># Generate atom neighborhood [ Ref 53-56, Ref 73 ] fingerprints...</span>
 216 <span class="c">#</span>
 217 <span class="c"># Methodology:</span>
 218 <span class="c">#   . Assign atom types to all non-hydrogen atoms in the molecule</span>
 219 <span class="c">#   . Get atom neighborhoods up to MaxNeighborhoodRadis</span>
 220 <span class="c">#   . Count unqiue atom types at each neighborhood radii for all heavy atoms</span>
 221 <span class="c">#   . Generate neighborhood identifiers for all neighborhoods around central</span>
 222 <span class="c">#     heavy atom</span>
 223 <span class="c">#      . Atom neighborhood identifier for a specific radii is generated using neighborhood</span>
 224 <span class="c">#        radius, assigned atom type and its count as follows:</span>
 225 <span class="c">#</span>
 226 <span class="c">#            NR&lt;n&gt;-&lt;AtomType&gt;-ATC&lt;n&gt;</span>
 227 <span class="c">#</span>
 228 <span class="c">#      . Atom neighborhood identifier for a central atom at all specified radii is generated</span>
 229 <span class="c">#        by concatenating neighborhood identifiers at each radii by colon:</span>
 230 <span class="c">#</span>
 231 <span class="c">#            NR&lt;n&gt;-&lt;AtomType&gt;-ATC&lt;n&gt;:NR&lt;n&gt;-&lt;AtomType&gt;-ATC&lt;n&gt;:</span>
 232 <span class="c">#</span>
 233 <span class="c">#   . Set final fingerprints as list of neighborhood atom indentifiers</span>
 234 <span class="c">#</span>
<a name="GenerateFingerprints-"></a> 235 <span class="k">sub </span><span class="m">GenerateFingerprints</span> <span class="s">{</span>
 236   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 237 
 238   <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">MinNeighborhoodRadius</span>} &gt; <span class="i">$This</span>-&gt;{<span class="w">MaxNeighborhoodRadius</span>}<span class="s">)</span> <span class="s">{</span>
 239     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;GenerateFingerprints: No fingerpritns generated: MinLength, $This-&gt;{MinNeighborhoodRadius}, must be less than MaxLength, $This-&gt;{MaxNeighborhoodRadius}...&quot;</span><span class="sc">;</span>
 240   <span class="s">}</span>
 241 
 242   <span class="c"># Cache appropriate molecule data...</span>
 243   <span class="i">$This</span><span class="i">-&gt;_SetupMoleculeDataCache</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 244 
 245   <span class="c"># Assign atom types to all heavy atoms...</span>
 246   <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>
 247     <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 $This-&gt;{AtomIdentifierType} to all atoms...&quot;</span><span class="sc">;</span>
 248     <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 249   <span class="s">}</span>
 250 
 251   <span class="c"># Intialize atom neighborhoods information...</span>
 252   <span class="i">$This</span><span class="i">-&gt;_InitializeAtomNeighborhoods</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 253 
 254   <span class="c"># Identify atom neighborhoods with in specified radii...</span>
 255   <span class="i">$This</span><span class="i">-&gt;_GetAtomNeighborhoods</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 256 
 257   <span class="c"># Count atom neighborhoods atom types...</span>
 258   <span class="i">$This</span><span class="i">-&gt;_CountAtomNeighborhoodsAtomTypes</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 259 
 260   <span class="c"># Genenerate atom neighborhood identifiers...</span>
 261   <span class="i">$This</span><span class="i">-&gt;_GenerateAtomNeighborhoodIdentifiers</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 262 
 263   <span class="c"># Set final fingerprints...</span>
 264   <span class="i">$This</span><span class="i">-&gt;_SetFinalFingerprints</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 265 
 266   <span class="c"># Clear cached molecule data...</span>
 267   <span class="i">$This</span><span class="i">-&gt;_ClearMoleculeDataCache</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 268 
 269   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 270 <span class="s">}</span>
 271 
 272 <span class="c"># Assign appropriate atom types to all heavy atoms...</span>
 273 <span class="c">#</span>
<a name="_AssignAtomTypes-"></a> 274 <span class="k">sub </span><span class="m">_AssignAtomTypes</span> <span class="s">{</span>
 275   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 276   <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>
 277 
 278   <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AssignedAtomTypes</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 279   <span class="i">$IgnoreHydrogens</span> = <span class="n">1</span><span class="sc">;</span>
 280 
 281   <span class="i">$SpecifiedAtomTypes</span> = <span class="k">undef</span><span class="sc">;</span>
 282 
 283   <span class="j">IDENTIFIERTYPE:</span> <span class="s">{</span>
 284     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^AtomicInvariantsAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 285       <span class="i">$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">$This</span>-&gt;{<span class="w">AtomicInvariantsToUse</span>}<span class="s">)</span><span class="sc">;</span>
 286       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 287     <span class="s">}</span>
 288 
 289     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^DREIDINGAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 290       <span class="i">$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>
 291       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 292     <span class="s">}</span>
 293 
 294     <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>
 295       <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">$IgnoreHydrogens</span><span class="s">)</span><span class="sc">;</span>
 296       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 297     <span class="s">}</span>
 298 
 299     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^FunctionalClassAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 300       <span class="i">$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">$This</span>-&gt;{<span class="w">FunctionalClassesToUse</span>}<span class="s">)</span><span class="sc">;</span>
 301       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 302     <span class="s">}</span>
 303 
 304     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^MMFF94AtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 305       <span class="i">$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>
 306       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 307     <span class="s">}</span>
 308 
 309     <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>
 310       <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">$IgnoreHydrogens</span><span class="s">)</span><span class="sc">;</span>
 311       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 312     <span class="s">}</span>
 313     <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^SYBYLAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 314       <span class="i">$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>
 315       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 316     <span class="s">}</span>
 317 
 318     <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>
 319       <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>
 320       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 321     <span class="s">}</span>
 322 
 323     <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>
 324       <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>
 325       <span class="k">last</span> <span class="j">IDENTIFIERTYPE</span><span class="sc">;</span>
 326     <span class="s">}</span>
 327 
 328     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;_AssignAtomTypes: Unknown atom indentifier type $This-&gt;{AtomIdentifierType}...&quot;</span><span class="sc">;</span>
 329   <span class="s">}</span>
 330 
 331   <span class="c"># Assign atom types...</span>
 332   <span class="i">$SpecifiedAtomTypes</span><span class="i">-&gt;AssignAtomTypes</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 333 
 334   <span class="c"># Make sure atom types assignment is successful...</span>
 335   <span class="k">if</span> <span class="s">(</span>!<span class="i">$SpecifiedAtomTypes</span><span class="i">-&gt;IsAtomTypesAssignmentSuccessful</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span>
 336     <span class="k">return</span> <span class="k">undef</span><span class="sc">;</span>
 337   <span class="s">}</span>
 338 
 339   <span class="c"># Collect assigned atom types...</span>
 340   <span class="j">ATOM:</span> <span class="k">for</span> <span class="i">$Atom</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">Atoms</span>}}<span class="s">)</span> <span class="s">{</span>
 341     <span class="k">if</span> <span class="s">(</span><span class="i">$Atom</span><span class="i">-&gt;IsHydrogen</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span>
 342       <span class="k">next</span> <span class="j">ATOM</span><span class="sc">;</span>
 343     <span class="s">}</span>
 344     <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>
 345     <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>
 346   <span class="s">}</span>
 347 
 348   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 349 <span class="s">}</span>
 350 
 351 <span class="c"># Initialize topological atom pairs between specified distance range...</span>
 352 <span class="c">#</span>
<a name="_InitializeAtomNeighborhoods-"></a> 353 <span class="k">sub </span><span class="m">_InitializeAtomNeighborhoods</span> <span class="s">{</span>
 354   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 355   <span class="k">my</span><span class="s">(</span><span class="i">$Radius</span><span class="s">)</span><span class="sc">;</span>
 356 
 357   <span class="c"># Initialize atom neighborhood count information between specified radii...</span>
 358   <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">NeighborhoodAtomTypesCount</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 359 
 360   <span class="k">for</span> <span class="i">$Radius</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">MinNeighborhoodRadius</span>} .. <span class="i">$This</span>-&gt;{<span class="w">MaxNeighborhoodRadius</span>}<span class="s">)</span> <span class="s">{</span>
 361     <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">NeighborhoodAtomTypesCount</span>}{<span class="i">$Radius</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 362   <span class="s">}</span>
 363 
 364   <span class="c"># Initialize atom neighborhoods atoms information at all specified radii...</span>
 365   <span class="c">#</span>
 366   <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoods</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 367 
 368   <span class="k">for</span> <span class="i">$Radius</span> <span class="s">(</span><span class="n">0</span> .. <span class="i">$This</span>-&gt;{<span class="w">MaxNeighborhoodRadius</span>}<span class="s">)</span> <span class="s">{</span>
 369     <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoods</span>}{<span class="i">$Radius</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 370   <span class="s">}</span>
 371 
 372   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 373 <span class="s">}</span>
 374 
 375 <span class="c"># Collect atom neighborhoods upto maximum neighborhood radius...</span>
 376 <span class="c">#</span>
 377 <span class="c"># Notes:</span>
 378 <span class="c">#  . Fingerprints are only generated for neighborhoods between specified minimum</span>
 379 <span class="c">#    and maximum neighborhood radii.</span>
 380 <span class="c">#</span>
<a name="_GetAtomNeighborhoods-"></a> 381 <span class="k">sub </span><span class="m">_GetAtomNeighborhoods</span> <span class="s">{</span>
 382   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 383   <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">$MaxRadius</span><span class="cm">,</span> <span class="i">$Radius</span><span class="cm">,</span> <span class="i">$Molecule</span><span class="s">)</span><span class="sc">;</span>
 384 
 385   <span class="i">$MaxRadius</span> = <span class="i">$This</span>-&gt;{<span class="w">MaxNeighborhoodRadius</span>}<span class="sc">;</span>
 386   <span class="i">$Molecule</span> = <span class="i">$This</span><span class="i">-&gt;GetMolecule</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 387 
 388   <span class="c"># Collect atom neighborhoods...</span>
 389 
 390   <span class="j">ATOM:</span> <span class="k">for</span> <span class="i">$Atom</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">Atoms</span>}}<span class="s">)</span> <span class="s">{</span>
 391     <span class="i">$AtomID</span> = <span class="i">$Atom</span><span class="i">-&gt;GetID</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 392     <span class="i">$Radius</span> = <span class="n">0</span><span class="sc">;</span>
 393 
 394     <span class="k">if</span> <span class="s">(</span><span class="i">$MaxRadius</span> == <span class="n">0</span><span class="s">)</span> <span class="s">{</span>
 395       <span class="c"># Atom is its own neighborhood at 0 radius...</span>
 396       <span class="k">my</span><span class="s">(</span><span class="i">@AtomNeighborhoodsAtoms</span><span class="s">)</span><span class="sc">;</span>
 397 
 398       <span class="i">@AtomNeighborhoodsAtoms</span> = <span class="s">(</span><span class="i">$Atom</span><span class="s">)</span><span class="sc">;</span>
 399       <span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoods</span>}{<span class="i">$Radius</span>}{<span class="i">$AtomID</span>} = \<span class="i">@AtomNeighborhoodsAtoms</span><span class="sc">;</span>
 400 
 401       <span class="k">next</span> <span class="j">ATOM</span><span class="sc">;</span>
 402     <span class="s">}</span>
 403 
 404     <span class="c"># Collect available atom neighborhoods at different neighborhood radii levels...</span>
 405     <span class="k">my</span><span class="s">(</span><span class="i">$AtomNeighborhoodAtomsRef</span><span class="s">)</span><span class="sc">;</span>
 406 
 407     <span class="k">for</span> <span class="i">$AtomNeighborhoodAtomsRef</span> <span class="s">(</span><span class="i">$Molecule</span><span class="i">-&gt;GetAtomNeighborhoodsWithRadiusUpto</span><span class="s">(</span><span class="i">$Atom</span><span class="cm">,</span> <span class="i">$MaxRadius</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span>
 408       <span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoods</span>}{<span class="i">$Radius</span>}{<span class="i">$AtomID</span>} = <span class="i">$AtomNeighborhoodAtomsRef</span><span class="sc">;</span>
 409       <span class="i">$Radius</span>++<span class="sc">;</span>
 410     <span class="s">}</span>
 411   <span class="s">}</span>
 412   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 413 <span class="s">}</span>
 414 
 415 <span class="c"># Count atom neighborhoods atom types for each non-hydrogen central atoms with</span>
 416 <span class="c"># neighborhoods in specified radii range...</span>
 417 <span class="c">#</span>
<a name="_CountAtomNeighborhoodsAtomTypes-"></a> 418 <span class="k">sub </span><span class="m">_CountAtomNeighborhoodsAtomTypes</span> <span class="s">{</span>
 419   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 420   <span class="k">my</span><span class="s">(</span><span class="i">$AtomID</span><span class="cm">,</span> <span class="i">$NeighborhoodAtomID</span><span class="cm">,</span> <span class="i">$Radius</span><span class="cm">,</span> <span class="i">$NeighborhoodAtom</span><span class="cm">,</span> <span class="i">$NeighborhoodAtomType</span><span class="cm">,</span> <span class="i">$AtomNeighborhoodAtomsRef</span><span class="s">)</span><span class="sc">;</span>
 421 
 422   <span class="j">RADIUS:</span> <span class="k">for</span> <span class="i">$Radius</span> <span class="s">(</span><span class="k">sort</span> <span class="s">{</span> <span class="i">$a</span> &lt;=&gt; <span class="i">$b</span> <span class="s">}</span> <span class="k">keys</span> <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoods</span>}} <span class="s">)</span> <span class="s">{</span>
 423     <span class="k">if</span> <span class="s">(</span><span class="i">$Radius</span> &lt; <span class="i">$This</span>-&gt;{<span class="w">MinNeighborhoodRadius</span>} || <span class="i">$Radius</span> &gt; <span class="i">$This</span>-&gt;{<span class="w">MaxNeighborhoodRadius</span>}<span class="s">)</span> <span class="s">{</span>
 424       <span class="k">next</span> <span class="j">RADIUS</span><span class="sc">;</span>
 425     <span class="s">}</span>
 426     <span class="c"># Go over the neighborhoods of each atom at the current radius...</span>
 427     <span class="k">for</span> <span class="i">$AtomID</span> <span class="s">(</span><span class="k">keys</span> <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoods</span>}{<span class="i">$Radius</span>}}<span class="s">)</span> <span class="s">{</span>
 428       <span class="i">$AtomNeighborhoodAtomsRef</span> = <span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoods</span>}{<span class="i">$Radius</span>}{<span class="i">$AtomID</span>}<span class="sc">;</span>
 429       <span class="j">NEIGHBORHOODATOM:</span> <span class="k">for</span> <span class="i">$NeighborhoodAtom</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$AtomNeighborhoodAtomsRef</span>}<span class="s">)</span> <span class="s">{</span>
 430         <span class="k">if</span> <span class="s">(</span><span class="i">$NeighborhoodAtom</span><span class="i">-&gt;IsHydrogen</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span>
 431           <span class="k">next</span> <span class="j">NEIGHBORHOODATOM</span><span class="sc">;</span>
 432         <span class="s">}</span>
 433         <span class="i">$NeighborhoodAtomID</span> = <span class="i">$NeighborhoodAtom</span><span class="i">-&gt;GetID</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 434         <span class="i">$NeighborhoodAtomType</span> = <span class="i">$This</span>-&gt;{<span class="w">AssignedAtomTypes</span>}{<span class="i">$NeighborhoodAtomID</span>}<span class="sc">;</span>
 435 
 436         <span class="c"># Count neighbothood atom types for each atom at different radii...</span>
 437         <span class="k">if</span> <span class="s">(</span>!<span class="k">exists</span> <span class="i">$This</span>-&gt;{<span class="w">NeighborhoodAtomTypesCount</span>}{<span class="i">$Radius</span>}{<span class="i">$AtomID</span>}<span class="s">)</span> <span class="s">{</span>
 438           <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">NeighborhoodAtomTypesCount</span>}{<span class="i">$Radius</span>}{<span class="i">$AtomID</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 439         <span class="s">}</span>
 440         <span class="k">if</span> <span class="s">(</span><span class="k">exists</span> <span class="i">$This</span>-&gt;{<span class="w">NeighborhoodAtomTypesCount</span>}{<span class="i">$Radius</span>}{<span class="i">$AtomID</span>}{<span class="i">$NeighborhoodAtomType</span>}<span class="s">)</span> <span class="s">{</span>
 441           <span class="i">$This</span>-&gt;{<span class="w">NeighborhoodAtomTypesCount</span>}{<span class="i">$Radius</span>}{<span class="i">$AtomID</span>}{<span class="i">$NeighborhoodAtomType</span>} += <span class="n">1</span><span class="sc">;</span>
 442         <span class="s">}</span>
 443         <span class="k">else</span> <span class="s">{</span>
 444           <span class="i">$This</span>-&gt;{<span class="w">NeighborhoodAtomTypesCount</span>}{<span class="i">$Radius</span>}{<span class="i">$AtomID</span>}{<span class="i">$NeighborhoodAtomType</span>} = <span class="n">1</span><span class="sc">;</span>
 445         <span class="s">}</span>
 446       <span class="s">}</span>
 447     <span class="s">}</span>
 448   <span class="s">}</span>
 449   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 450 <span class="s">}</span>
 451 
 452 <span class="c"># Generate atom neighborhood identifiers for each non-hydrogen atom using atom</span>
 453 <span class="c"># neighborhood atom types and their count information...</span>
 454 <span class="c">#</span>
 455 <span class="c"># Let:</span>
 456 <span class="c">#   NR&lt;n&gt; = Neighborhood radius</span>
 457 <span class="c">#   AtomType = Assigned atom type</span>
 458 <span class="c">#   ATC&lt;n&gt; = AtomType count</span>
 459 <span class="c">#</span>
 460 <span class="c"># Then:</span>
 461 <span class="c">#</span>
 462 <span class="c">#   AtomNeighborhoodAtomIdentifier for a neighborhood atom generated for</span>
 463 <span class="c">#   AtomTypes::AtomicInvariantsAtomTypes class corresponds to:</span>
 464 <span class="c">#</span>
 465 <span class="c">#     NR&lt;n&gt;-&lt;AtomType&gt;-ATC&lt;n&gt;</span>
 466 <span class="c">#</span>
 467 <span class="c">#   AtomNeighborhoodsIdentifier for all specified atom neighbothoods of an atom generated for</span>
 468 <span class="c">#   AtomTypes::AtomicInvariantsAtomTypes class corresponds to:</span>
 469 <span class="c">#</span>
 470 <span class="c">#     NR&lt;n&gt;-&lt;AtomType&gt;-ATC&lt;n&gt;;NR&lt;n&gt;-&lt;AtomType&gt;-ATC&lt;n&gt;;...</span>
 471 <span class="c">#</span>
<a name="_GenerateAtomNeighborhoodIdentifiers-"></a> 472 <span class="k">sub </span><span class="m">_GenerateAtomNeighborhoodIdentifiers</span> <span class="s">{</span>
 473   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 474   <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">$Radius</span><span class="cm">,</span> <span class="i">$AtomType</span><span class="cm">,</span> <span class="i">$AtomTypeCount</span><span class="cm">,</span> <span class="i">$AtomNeighborhoodIdentifier</span><span class="cm">,</span> <span class="i">@AtomNeighborhoodIdentifiers</span><span class="s">)</span><span class="sc">;</span>
 475 
 476   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoodsIdentifiers</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 477 
 478   <span class="k">for</span> <span class="i">$Atom</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">Atoms</span>}}<span class="s">)</span> <span class="s">{</span>
 479     <span class="i">$AtomID</span> = <span class="i">$Atom</span><span class="i">-&gt;GetID</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 480     <span class="i">@AtomNeighborhoodIdentifiers</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 481     <span class="j">RADIUS:</span> <span class="k">for</span> <span class="i">$Radius</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">MinNeighborhoodRadius</span>} .. <span class="i">$This</span>-&gt;{<span class="w">MaxNeighborhoodRadius</span>}<span class="s">)</span> <span class="s">{</span>
 482       <span class="k">if</span> <span class="s">(</span>!<span class="k">exists</span> <span class="i">$This</span>-&gt;{<span class="w">NeighborhoodAtomTypesCount</span>}{<span class="i">$Radius</span>}{<span class="i">$AtomID</span>}<span class="s">)</span> <span class="s">{</span>
 483         <span class="k">next</span> <span class="j">RADIUS</span><span class="sc">;</span>
 484       <span class="s">}</span>
 485       <span class="k">for</span> <span class="i">$AtomType</span> <span class="s">(</span><span class="k">sort</span> <span class="k">keys</span> <span class="i">%</span>{<span class="i">$This</span>-&gt;{<span class="w">NeighborhoodAtomTypesCount</span>}{<span class="i">$Radius</span>}{<span class="i">$AtomID</span>}}<span class="s">)</span> <span class="s">{</span>
 486         <span class="i">$AtomTypeCount</span> = <span class="i">$This</span>-&gt;{<span class="w">NeighborhoodAtomTypesCount</span>}{<span class="i">$Radius</span>}{<span class="i">$AtomID</span>}{<span class="i">$AtomType</span>}<span class="sc">;</span>
 487         <span class="k">push</span> <span class="i">@AtomNeighborhoodIdentifiers</span><span class="cm">,</span> <span class="q">&quot;NR${Radius}-${AtomType}-ATC${AtomTypeCount}&quot;</span><span class="sc">;</span>
 488       <span class="s">}</span>
 489     <span class="s">}</span>
 490     <span class="i">$AtomNeighborhoodIdentifier</span> = <span class="k">join</span><span class="s">(</span><span class="q">&quot;:&quot;</span><span class="cm">,</span> <span class="i">@AtomNeighborhoodIdentifiers</span><span class="s">)</span><span class="sc">;</span>
 491     <span class="k">push</span> <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoodsIdentifiers</span>}}<span class="cm">,</span> <span class="i">$AtomNeighborhoodIdentifier</span><span class="sc">;</span>
 492   <span class="s">}</span>
 493 
 494   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 495 <span class="s">}</span>
 496 
 497 <span class="c"># Set final fingerprits vector...</span>
 498 <span class="c">#</span>
<a name="_SetFinalFingerprints-"></a> 499 <span class="k">sub </span><span class="m">_SetFinalFingerprints</span> <span class="s">{</span>
 500   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 501 
 502   <span class="c"># Mark successful generation of fingerprints...</span>
 503   <span class="i">$This</span>-&gt;{<span class="w">FingerprintsGenerated</span>} = <span class="n">1</span><span class="sc">;</span>
 504 
 505   <span class="c"># Sort AtomNeighborhoodsIdentifiers..</span>
 506   <span class="c">#</span>
 507   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoodsIdentifiers</span>}} = <span class="k">sort</span> <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoodsIdentifiers</span>}}<span class="sc">;</span>
 508 
 509   <span class="c"># Add sorted atom neighborhood identifiers to FingerprintsVector which is already defined</span>
 510   <span class="c"># during initialization containing AlphaNumericalValues...</span>
 511   <span class="c">#</span>
 512   <span class="i">$This</span>-&gt;{<span class="w">FingerprintsVector</span>}<span class="i">-&gt;AddValues</span><span class="s">(</span>\<span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomNeighborhoodsIdentifiers</span>}}<span class="s">)</span><span class="sc">;</span>
 513 
 514   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 515 <span class="s">}</span>
 516 
 517 <span class="c"># Cache  appropriate molecule data...</span>
 518 <span class="c">#</span>
<a name="_SetupMoleculeDataCache-"></a> 519 <span class="k">sub </span><span class="m">_SetupMoleculeDataCache</span> <span class="s">{</span>
 520   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 521 
 522   <span class="c"># Get all non-hydrogen atoms...</span>
 523   <span class="k">my</span><span class="s">(</span><span class="i">$NegateAtomCheckMethod</span><span class="s">)</span><span class="sc">;</span>
 524   <span class="i">$NegateAtomCheckMethod</span> = <span class="n">1</span><span class="sc">;</span>
 525   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">Atoms</span>}} = <span class="i">$This</span><span class="i">-&gt;GetMolecule</span><span class="s">(</span><span class="s">)</span><span class="i">-&gt;GetAtoms</span><span class="s">(</span><span class="q">&quot;IsHydrogen&quot;</span><span class="cm">,</span> <span class="i">$NegateAtomCheckMethod</span><span class="s">)</span><span class="sc">;</span>
 526 
 527   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 528 <span class="s">}</span>
 529 
 530 <span class="c"># Clear cached molecule data...</span>
 531 <span class="c">#</span>
<a name="_ClearMoleculeDataCache-"></a> 532 <span class="k">sub </span><span class="m">_ClearMoleculeDataCache</span> <span class="s">{</span>
 533   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 534 
 535   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">Atoms</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 536 
 537   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 538 <span class="s">}</span>
 539 
 540 <span class="c"># Set atomic invariants to use for atom identifiers...</span>
 541 <span class="c">#</span>
<a name="SetAtomicInvariantsToUse-"></a> 542 <span class="k">sub </span><span class="m">SetAtomicInvariantsToUse</span> <span class="s">{</span>
 543   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">@Values</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 544   <span class="k">my</span><span class="s">(</span><span class="i">$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>
 545 
 546   <span class="k">if</span> <span class="s">(</span>!<span class="i">@Values</span><span class="s">)</span> <span class="s">{</span>
 547     <span class="w">carp</span> <span class="q">&quot;Warning: ${ClassName}-&gt;SetAtomicInvariantsToUse: No values specified...&quot;</span><span class="sc">;</span>
 548     <span class="k">return</span><span class="sc">;</span>
 549   <span class="s">}</span>
 550 
 551   <span class="i">$FirstValue</span> = <span class="i">$Values</span>[<span class="n">0</span>]<span class="sc">;</span>
 552   <span class="i">$TypeOfFirstValue</span> = <span class="k">ref</span> <span class="i">$FirstValue</span><span class="sc">;</span>
 553 
 554   <span class="i">@SpecifiedAtomicInvariants</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 555   <span class="i">@AtomicInvariantsToUse</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 556 
 557   <span class="k">if</span> <span class="s">(</span><span class="i">$TypeOfFirstValue</span> =~ <span class="q">/^ARRAY/</span><span class="s">)</span> <span class="s">{</span>
 558     <span class="k">push</span> <span class="i">@SpecifiedAtomicInvariants</span><span class="cm">,</span> <span class="i">@</span>{<span class="i">$FirstValue</span>}<span class="sc">;</span>
 559   <span class="s">}</span>
 560   <span class="k">else</span> <span class="s">{</span>
 561     <span class="k">push</span> <span class="i">@SpecifiedAtomicInvariants</span><span class="cm">,</span> <span class="i">@Values</span><span class="sc">;</span>
 562   <span class="s">}</span>
 563 
 564   <span class="c"># Make sure specified AtomicInvariants are valid...</span>
 565   <span class="k">for</span> <span class="i">$SpecifiedAtomicInvariant</span> <span class="s">(</span><span class="i">@SpecifiedAtomicInvariants</span><span class="s">)</span> <span class="s">{</span>
 566     <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>
 567       <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SetAtomicInvariantsToUse: Specified atomic invariant, $SpecifiedAtomicInvariant, is not supported...\n &quot;</span><span class="sc">;</span>
 568     <span class="s">}</span>
 569     <span class="i">$AtomicInvariant</span> = <span class="i">$SpecifiedAtomicInvariant</span><span class="sc">;</span>
 570     <span class="k">push</span> <span class="i">@AtomicInvariantsToUse</span><span class="cm">,</span> <span class="i">$AtomicInvariant</span><span class="sc">;</span>
 571   <span class="s">}</span>
 572 
 573   <span class="c"># Set atomic invariants to use...</span>
 574   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomicInvariantsToUse</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 575   <span class="k">push</span> <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomicInvariantsToUse</span>}}<span class="cm">,</span> <span class="i">@AtomicInvariantsToUse</span><span class="sc">;</span>
 576 
 577   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 578 <span class="s">}</span>
 579 
 580 <span class="c"># Set functional classes to use for atom identifiers...</span>
 581 <span class="c">#</span>
<a name="SetFunctionalClassesToUse-"></a> 582 <span class="k">sub </span><span class="m">SetFunctionalClassesToUse</span> <span class="s">{</span>
 583   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">@Values</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 584   <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>
 585 
 586   <span class="k">if</span> <span class="s">(</span>!<span class="i">@Values</span><span class="s">)</span> <span class="s">{</span>
 587     <span class="w">carp</span> <span class="q">&quot;Warning: ${ClassName}-&gt;SetFunctionalClassesToUse: No values specified...&quot;</span><span class="sc">;</span>
 588     <span class="k">return</span><span class="sc">;</span>
 589   <span class="s">}</span>
 590 
 591   <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} !~ <span class="q">/^FunctionalClassAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 592     <span class="w">carp</span> <span class="q">&quot;Warning: ${ClassName}-&gt;SetFunctionalClassesToUse: FunctionalClassesToUse can&#39;t be set for InitialAtomIdentifierType of $This-&gt;{AtomIdentifierType}...&quot;</span><span class="sc">;</span>
 593     <span class="k">return</span><span class="sc">;</span>
 594   <span class="s">}</span>
 595 
 596   <span class="i">$FirstValue</span> = <span class="i">$Values</span>[<span class="n">0</span>]<span class="sc">;</span>
 597   <span class="i">$TypeOfFirstValue</span> = <span class="k">ref</span> <span class="i">$FirstValue</span><span class="sc">;</span>
 598 
 599   <span class="i">@SpecifiedFunctionalClasses</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 600   <span class="i">@FunctionalClassesToUse</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 601 
 602   <span class="k">if</span> <span class="s">(</span><span class="i">$TypeOfFirstValue</span> =~ <span class="q">/^ARRAY/</span><span class="s">)</span> <span class="s">{</span>
 603     <span class="k">push</span> <span class="i">@SpecifiedFunctionalClasses</span><span class="cm">,</span> <span class="i">@</span>{<span class="i">$FirstValue</span>}<span class="sc">;</span>
 604   <span class="s">}</span>
 605   <span class="k">else</span> <span class="s">{</span>
 606     <span class="k">push</span> <span class="i">@SpecifiedFunctionalClasses</span><span class="cm">,</span> <span class="i">@Values</span><span class="sc">;</span>
 607   <span class="s">}</span>
 608 
 609   <span class="c"># Make sure specified FunctionalClasses are valid...</span>
 610   <span class="k">for</span> <span class="i">$SpecifiedFunctionalClass</span> <span class="s">(</span><span class="i">@SpecifiedFunctionalClasses</span><span class="s">)</span> <span class="s">{</span>
 611     <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>
 612       <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;SetFunctionalClassesToUse: Specified functional class, $SpecifiedFunctionalClass, is not supported...\n &quot;</span><span class="sc">;</span>
 613     <span class="s">}</span>
 614     <span class="k">push</span> <span class="i">@FunctionalClassesToUse</span><span class="cm">,</span> <span class="i">$SpecifiedFunctionalClass</span><span class="sc">;</span>
 615   <span class="s">}</span>
 616 
 617   <span class="c"># Set functional classes to use...</span>
 618   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">FunctionalClassesToUse</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 619   <span class="k">push</span> <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">FunctionalClassesToUse</span>}}<span class="cm">,</span> <span class="i">@FunctionalClassesToUse</span><span class="sc">;</span>
 620 
 621   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 622 <span class="s">}</span>
 623 
 624 <span class="c"># Initialize atom indentifier type information...</span>
 625 <span class="c">#</span>
 626 <span class="c"># Current supported values:</span>
 627 <span class="c">#</span>
 628 <span class="c"># AtomicInvariantsAtomTypes, DREIDINGAtomTypes, EStateAtomTypes, FunctionalClassAtomTypes,</span>
 629 <span class="c"># MMFF94AtomTypes, SLogPAtomTypes, SYBYLAtomTypes, TPSAAtomTypes, UFFAtomTypes</span>
 630 <span class="c">#</span>
<a name="_InitializeAtomIdentifierTypeInformation-"></a> 631 <span class="k">sub </span><span class="m">_InitializeAtomIdentifierTypeInformation</span> <span class="s">{</span>
 632   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 633 
 634   <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>
 635     <span class="i">$This</span><span class="i">-&gt;_InitializeAtomicInvariantsAtomTypesInformation</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 636   <span class="s">}</span>
 637   <span class="k">elsif</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^FunctionalClassAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 638     <span class="i">$This</span><span class="i">-&gt;_InitializeFunctionalClassAtomTypesInformation</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 639   <span class="s">}</span>
 640   <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>
 641     <span class="c"># Nothing to do for now...</span>
 642   <span class="s">}</span>
 643   <span class="k">else</span> <span class="s">{</span>
 644     <span class="w">croak</span> <span class="q">&quot;Error: ${ClassName}-&gt;_InitializeAtomIdentifierTypeInformation: Unknown atom indentifier type $This-&gt;{AtomIdentifierType}...&quot;</span><span class="sc">;</span>
 645   <span class="s">}</span>
 646 
 647   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 648 <span class="s">}</span>
 649 
 650 <span class="c"># Initialize atomic invariants atom types to use for generating atom identifiers...</span>
 651 <span class="c">#</span>
 652 <span class="c"># Let:</span>
 653 <span class="c">#   AS = Atom symbol corresponding to element symbol</span>
 654 <span class="c">#</span>
 655 <span class="c">#   X&lt;n&gt;   = Number of non-hydrogen atom neighbors or heavy atoms attached to atom</span>
 656 <span class="c">#   BO&lt;n&gt; = Sum of bond orders to non-hydrogen atom neighbors or heavy atoms attached to atom</span>
 657 <span class="c">#   LBO&lt;n&gt; = Largest bond order of non-hydrogen atom neighbors or heavy atoms attached to atom</span>
 658 <span class="c">#   SB&lt;n&gt; = Number of single bonds to non-hydrogen atom neighbors or heavy atoms attached to atom</span>
 659 <span class="c">#   DB&lt;n&gt; = Number of double bonds to non-hydrogen atom neighbors or heavy atoms attached to atom</span>
 660 <span class="c">#   TB&lt;n&gt; = Number of triple bonds to non-hydrogen atom neighbors or heavy atoms attached to atom</span>
 661 <span class="c">#   H&lt;n&gt;   = Number of implicit and explicit hydrogens for atom</span>
 662 <span class="c">#   Ar     = Aromatic annotation indicating whether atom is aromatic</span>
 663 <span class="c">#   RA     = Ring atom annotation indicating whether atom is a ring</span>
 664 <span class="c">#   FC&lt;+n/-n&gt; = Formal charge assigned to atom</span>
 665 <span class="c">#   MN&lt;n&gt; = Mass number indicating isotope other than most abundant isotope</span>
 666 <span class="c">#   SM&lt;n&gt; = Spin multiplicity of atom. Possible values: 1 (singlet), 2 (doublet) or 3 (triplet)</span>
 667 <span class="c">#</span>
 668 <span class="c"># Then:</span>
 669 <span class="c">#</span>
 670 <span class="c">#   Atom type generated by AtomTypes::AtomicInvariantsAtomTypes class corresponds to:</span>
 671 <span class="c">#</span>
 672 <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>
 673 <span class="c">#</span>
 674 <span class="c"># Except for AS which is a required atomic invariant in atom types, all other atomic invariants are</span>
 675 <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>
 676 <span class="c"># AtomID specification doesn&#39;t include atomic invariants with zero or undefined values.</span>
 677 <span class="c">#</span>
<a name="_InitializeAtomicInvariantsAtomTypesInformation-"></a> 678 <span class="k">sub </span><span class="m">_InitializeAtomicInvariantsAtomTypesInformation</span> <span class="s">{</span>
 679   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 680 
 681   <span class="c"># Default atomic invariants to use for generating atom neighborhood atom IDs: AS, X, BO, H, FC</span>
 682   <span class="c">#</span>
 683   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomicInvariantsToUse</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 684   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">AtomicInvariantsToUse</span>}} = <span class="s">(</span><span class="q">&#39;AS&#39;</span><span class="cm">,</span> <span class="q">&#39;X&#39;</span><span class="cm">,</span> <span class="q">&#39;BO&#39;</span><span class="cm">,</span> <span class="q">&#39;H&#39;</span><span class="cm">,</span> <span class="q">&#39;FC&#39;</span><span class="s">)</span><span class="sc">;</span>
 685 
 686   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 687 <span class="s">}</span>
 688 
 689 <span class="c"># Initialize functional class atom types, generated by AtomTypes::FunctionalClassAtomTypes</span>
 690 <span class="c"># class, to use for generating atom identifiers...</span>
 691 <span class="c">#</span>
 692 <span class="c"># Let:</span>
 693 <span class="c">#   HBD: HydrogenBondDonor</span>
 694 <span class="c">#   HBA: HydrogenBondAcceptor</span>
 695 <span class="c">#   PI :  PositivelyIonizable</span>
 696 <span class="c">#   NI : NegativelyIonizable</span>
 697 <span class="c">#   Ar : Aromatic</span>
 698 <span class="c">#   Hal : Halogen</span>
 699 <span class="c">#   H : Hydrophobic</span>
 700 <span class="c">#   RA : RingAtom</span>
 701 <span class="c">#   CA : ChainAtom</span>
 702 <span class="c">#</span>
 703 <span class="c"># Then:</span>
 704 <span class="c">#</span>
 705 <span class="c">#   Functiononal class atom type specification for an atom corresponds to:</span>
 706 <span class="c">#</span>
 707 <span class="c">#     Ar.CA.H.HBA.HBD.Hal.NI.PI.RA</span>
 708 <span class="c">#</span>
 709 <span class="c">#   Default functional classes used are: HBD, HBA, PI, NI, Ar, Hal</span>
 710 <span class="c">#</span>
 711 <span class="c">#   FunctionalAtomTypes are assigned using the following definitions [ Ref 60-61, Ref 65-66 ]:</span>
 712 <span class="c">#</span>
 713 <span class="c">#     HydrogenBondDonor: NH, NH2, OH</span>
 714 <span class="c">#     HydrogenBondAcceptor: N[!H], O</span>
 715 <span class="c">#     PositivelyIonizable: +, NH2</span>
 716 <span class="c">#     NegativelyIonizable: -, C(=O)OH, S(=O)OH, P(=O)OH</span>
 717 <span class="c">#</span>
<a name="_InitializeFunctionalClassAtomTypesInformation-"></a> 718 <span class="k">sub </span><span class="m">_InitializeFunctionalClassAtomTypesInformation</span> <span class="s">{</span>
 719   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 720 
 721   <span class="c"># Default functional class atom typess to use for generating atom identifiers</span>
 722   <span class="c"># are: HBD, HBA, PI, NI, Ar, Hal</span>
 723   <span class="c">#</span>
 724   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">FunctionalClassesToUse</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 725   <span class="i">@</span>{<span class="i">$This</span>-&gt;{<span class="w">FunctionalClassesToUse</span>}} = <span class="s">(</span><span class="q">&#39;HBD&#39;</span><span class="cm">,</span> <span class="q">&#39;HBA&#39;</span><span class="cm">,</span> <span class="q">&#39;PI&#39;</span><span class="cm">,</span> <span class="q">&#39;NI&#39;</span><span class="cm">,</span> <span class="q">&#39;Ar&#39;</span><span class="cm">,</span> <span class="q">&#39;Hal&#39;</span><span class="s">)</span><span class="sc">;</span>
 726 
 727   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span>
 728 <span class="s">}</span>
 729 
 730 <span class="c"># Return a string containg data for AtomNeighborhoodsFingerprints object...</span>
 731 <span class="c">#</span>
<a name="StringifyAtomNeighborhoodsFingerprints-"></a> 732 <span class="k">sub </span><span class="m">StringifyAtomNeighborhoodsFingerprints</span> <span class="s">{</span>
 733   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span>
 734   <span class="k">my</span><span class="s">(</span><span class="i">$FingerprintsString</span><span class="s">)</span><span class="sc">;</span>
 735 
 736   <span class="c"># Type of fingerprint...</span>
 737   <span class="i">$FingerprintsString</span> = <span class="q">&quot;Fingerprint type: $This-&gt;{Type}; AtomIdentifierType: $This-&gt;{AtomIdentifierType}; MinNeighborhoodRadius: $This-&gt;{MinNeighborhoodRadius}; MaxNeighborhoodRadius: $This-&gt;{MaxNeighborhoodRadius}&quot;</span><span class="sc">;</span>
 738 
 739   <span class="k">if</span> <span class="s">(</span><span class="i">$This</span>-&gt;{<span class="w">AtomIdentifierType</span>} =~ <span class="q">/^AtomicInvariantsAtomTypes$/i</span><span class="s">)</span> <span class="s">{</span>
 740     <span class="k">my</span><span class="s">(</span><span class="i">$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>
 741 
 742     <span class="i">@AtomicInvariantsOrder</span> = <span class="i">AtomTypes::AtomicInvariantsAtomTypes::GetAtomicInvariantsOrder</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 743     <span class="i">%AvailableAtomicInvariants</span> = <span class="i">AtomTypes::AtomicInvariantsAtomTypes::GetAvailableAtomicInvariants</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 744 
 745     <span class="k">for</span> <span class="i">$AtomicInvariant</span> <span class="s">(</span><span class="i">@AtomicInvariantsOrder</span><span class="s">)</span> <span class="s">{</span>
 746       <span class="k">push</span> <span class="i">@AtomicInvariants</span><span class="cm">,</span> <span class="q">&quot;$AtomicInvariant: $AvailableAtomicInvariants{$AtomicInvariant}&quot;</span><span class="sc">;</span>
 747     <span class="s">}</span>
 748 
 749     <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>
 750     <span class="i">$FingerprintsString</span> .= <span class="q">&quot;; AtomicInvariantsOrder: &lt;&quot;</span> . <span class="i">TextUtil::JoinWords</span><span class="s">(</span>\<span class="i">@AtomicInvariantsOrder</span><span class="cm">,</span> <span class="q">&quot;, &quot;</span><span class="cm">,</span> <span class="n">0</span><span class="s">)</span> . <span class="q">&quot;&gt;&quot;</span><span class="sc">;</span>
 751     <span class="i">$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>
 752   <span class="s">}</span>
 753   <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>
 754     <span class="k">my</span><span class="s">(</span><span class="i">$FunctionalClass</span><span class="cm">,</span> <span class="i">@FunctionalClasses</span><span class="cm">,</span> <span class="i">@FunctionalClassesOrder</span><span class="cm">,</span> <span class="i">%AvailableFunctionalClasses</span><span class="s">)</span><span class="sc">;</span>
 755 
 756     <span class="i">@FunctionalClassesOrder</span> = <span class="i">AtomTypes::FunctionalClassAtomTypes::GetFunctionalClassesOrder</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 757     <span class="i">%AvailableFunctionalClasses</span> = <span class="i">AtomTypes::FunctionalClassAtomTypes::GetAvailableFunctionalClasses</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span>
 758 
 759     <span class="k">for</span> <span class="i">$FunctionalClass</span> <span class="s">(</span><span class="i">@FunctionalClassesOrder</span><span class="s">)</span> <span class="s">{</span>
 760       <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>
 761     <span class="s">}</span>
 762 
 763     <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>
 764     <span class="i">$FingerprintsString</span> .= <span class="q">&quot;; FunctionalClassesOrder: &lt;&quot;</span> . <span class="i">TextUtil::JoinWords</span><span class="s">(</span>\<span class="i">@FunctionalClassesOrder</span><span class="cm">,</span> <span class="q">&quot;, &quot;</span><span class="cm">,</span> <span class="n">0</span><span class="s">)</span> . <span class="q">&quot;&gt;&quot;</span><span class="sc">;</span>
 765     <span class="i">$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>
 766   <span class="s">}</span>
 767 
 768   <span class="c"># Total number of atom neighborhood atom IDs...</span>
 769   <span class="i">$FingerprintsString</span> .= <span class="q">&quot;; NumOfAtomNeighborhoodAtomIdentifiers: &quot;</span> . <span class="i">$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>
 770 
 771   <span class="c"># FingerprintsVector...</span>
 772   <span class="i">$FingerprintsString</span> .= <span class="q">&quot;; FingerprintsVector: &lt; $This-&gt;{FingerprintsVector} &gt;&quot;</span><span class="sc">;</span>
 773 
 774   <span class="k">return</span> <span class="i">$FingerprintsString</span><span class="sc">;</span>
 775 <span class="s">}</span>
 776 
<a name="EOF-"></a></pre>
<p>&nbsp;</p>
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