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