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| author | deepakjadmin |
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| date | Wed, 20 Jan 2016 09:23:18 -0500 |
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| -1:000000000000 | 0:4816e4a8ae95 |
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| 1 package Graph::CyclesDetection; | |
| 2 # | |
| 3 # $RCSfile: CyclesDetection.pm,v $ | |
| 4 # $Date: 2015/02/28 20:49:06 $ | |
| 5 # $Revision: 1.27 $ | |
| 6 # | |
| 7 # Author: Manish Sud <msud@san.rr.com> | |
| 8 # | |
| 9 # Copyright (C) 2015 Manish Sud. All rights reserved. | |
| 10 # | |
| 11 # This file is part of MayaChemTools. | |
| 12 # | |
| 13 # MayaChemTools is free software; you can redistribute it and/or modify it under | |
| 14 # the terms of the GNU Lesser General Public License as published by the Free | |
| 15 # Software Foundation; either version 3 of the License, or (at your option) any | |
| 16 # later version. | |
| 17 # | |
| 18 # MayaChemTools is distributed in the hope that it will be useful, but without | |
| 19 # any warranty; without even the implied warranty of merchantability of fitness | |
| 20 # for a particular purpose. See the GNU Lesser General Public License for more | |
| 21 # details. | |
| 22 # | |
| 23 # You should have received a copy of the GNU Lesser General Public License | |
| 24 # along with MayaChemTools; if not, see <http://www.gnu.org/licenses/> or | |
| 25 # write to the Free Software Foundation Inc., 59 Temple Place, Suite 330, | |
| 26 # Boston, MA, 02111-1307, USA. | |
| 27 # | |
| 28 | |
| 29 use strict; | |
| 30 use Carp; | |
| 31 use Exporter; | |
| 32 use Graph; | |
| 33 use Graph::Path; | |
| 34 use Graph::PathGraph; | |
| 35 use BitVector; | |
| 36 | |
| 37 use vars qw(@ISA @EXPORT @EXPORT_OK %EXPORT_TAGS); | |
| 38 | |
| 39 @ISA = qw(Exporter); | |
| 40 @EXPORT = qw(); | |
| 41 @EXPORT_OK = qw(); | |
| 42 | |
| 43 %EXPORT_TAGS = (all => [@EXPORT, @EXPORT_OK]); | |
| 44 | |
| 45 # Setup class variables... | |
| 46 my($ClassName); | |
| 47 _InitializeClass(); | |
| 48 | |
| 49 # Overload Perl functions... | |
| 50 use overload '""' => 'StringifyCyclesDetection'; | |
| 51 | |
| 52 # Class constructor... | |
| 53 sub new { | |
| 54 my($Class, $Graph) = @_; | |
| 55 | |
| 56 # Initialize object... | |
| 57 my $This = {}; | |
| 58 bless $This, ref($Class) || $Class; | |
| 59 $This->_InitializeCyclesDetection($Graph); | |
| 60 | |
| 61 return $This; | |
| 62 } | |
| 63 | |
| 64 # Initialize object data... | |
| 65 sub _InitializeCyclesDetection { | |
| 66 my($This, $Graph) = @_; | |
| 67 | |
| 68 $This->{Graph} = $Graph; | |
| 69 | |
| 70 # Cycles list... | |
| 71 @{$This->{AllCyclicPaths}} = (); | |
| 72 | |
| 73 # Cyclic paths which are not part of any other cycle... | |
| 74 @{$This->{IndependentCyclicPaths}} = (); | |
| 75 | |
| 76 return $This; | |
| 77 } | |
| 78 | |
| 79 # Initialize class ... | |
| 80 sub _InitializeClass { | |
| 81 #Class name... | |
| 82 $ClassName = __PACKAGE__; | |
| 83 } | |
| 84 | |
| 85 # Detect all cycles in graph... | |
| 86 # | |
| 87 sub DetectCycles { | |
| 88 my($This) = @_; | |
| 89 | |
| 90 return $This->DetectCyclesUsingCollapsingPathGraphMethodology(); | |
| 91 } | |
| 92 | |
| 93 # Detect all cycles in the graph using collapsing path graph [Ref 31] methodology... | |
| 94 # | |
| 95 # Note: | |
| 96 # . For topologically complex graphs containing large number of cycles, | |
| 97 # CollapseVertexAndCollectCyclicPathsDetectCycles method implemented in | |
| 98 # PathGraph can time out in which case no cycles are detected or | |
| 99 # assigned. | |
| 100 # | |
| 101 sub DetectCyclesUsingCollapsingPathGraphMethodology { | |
| 102 my($This) = @_; | |
| 103 my($PathGraph); | |
| 104 | |
| 105 # Create a path graph... | |
| 106 $PathGraph = new Graph::PathGraph($This->{Graph}); | |
| 107 | |
| 108 # For a vertex to be in a cycle, its degree must be >=2. So delete vertices recursively | |
| 109 # till all vertices with degree less than 2 have been deleted... | |
| 110 $PathGraph->DeleteVerticesWithDegreeLessThan(2); | |
| 111 | |
| 112 # Setup a VertexID and EdgeID to index map usage during retrieval of independent cycles to | |
| 113 # avoid going over all vertices in all cylic paths later... | |
| 114 # | |
| 115 my($VertexIDsToIndicesRef, $LargestVertexIndex, $EdgeIDsToIndicesRef, $LargestEdgeIDIndex); | |
| 116 ($VertexIDsToIndicesRef, $LargestVertexIndex) = $This->_SetupVertexIDsToIndicesMap($PathGraph); | |
| 117 ($EdgeIDsToIndicesRef, $LargestEdgeIDIndex) = $This->_SetupEdgeIDsToIndicesMap($PathGraph); | |
| 118 | |
| 119 # Recursively collapse vertices with lowest degree... | |
| 120 my($VertexID, $CycleVertexID); | |
| 121 while ($VertexID = $PathGraph->GetVertexWithSmallestDegree()) { | |
| 122 if (!$PathGraph->CollapseVertexAndCollectCyclicPaths($VertexID)) { | |
| 123 # Cycles detection didn't finish... | |
| 124 return undef; | |
| 125 } | |
| 126 } | |
| 127 | |
| 128 # Get detected cycles and save 'em sorted by size... | |
| 129 push @{$This->{AllCyclicPaths}}, sort { $a->GetLength() <=> $b->GetLength() } $PathGraph->GetCyclicPaths(); | |
| 130 | |
| 131 # Retrieve independent cyclic paths... | |
| 132 return $This->_RetrieveIndependentCycles($VertexIDsToIndicesRef, $LargestVertexIndex, $EdgeIDsToIndicesRef, $LargestEdgeIDIndex); | |
| 133 } | |
| 134 | |
| 135 # Retrieve and save independent cyclic paths... | |
| 136 # | |
| 137 # Set of independent cycles identified using this method doesn't correspond to basis set of | |
| 138 # rings or smallest set of smallest rings (SSSR) [ Refs 29-30 ]; instead, set of cycles identified | |
| 139 # as independent cycles simply correspond to cycles which contain no other cycle as their | |
| 140 # subcycles and can't be described as linear combination of smaller cycles. And it also happen | |
| 141 # to contain all the rings in basis set of rings and SSSR. In other words, it's a superset of basis set | |
| 142 # of cycles and SSSR. For example, six four membered cycles are identified for cubane which is one | |
| 143 # more than the basis set of cycles. | |
| 144 # | |
| 145 sub _RetrieveIndependentCycles { | |
| 146 my($This, $VertexIDsToIndicesRef, $LargestVertexIndex, $EdgeIDsToIndicesRef, $LargestEdgeIDIndex) = @_; | |
| 147 | |
| 148 # Only 1 or 0 cyclic paths... | |
| 149 if (@{$This->{AllCyclicPaths}} <= 1) { | |
| 150 push @{$This->{IndependentCyclicPaths}}, @{$This->{AllCyclicPaths}}; | |
| 151 return $This; | |
| 152 } | |
| 153 | |
| 154 # Setup bit vectors for each cyclic path with size of each bit vector corresponding to | |
| 155 # maximum vertex index plus one... | |
| 156 my($CyclicPath, $BitVector, @BitNums, @CyclicPathBitVectors, @CyclicPathEdgeIDsBitVectors); | |
| 157 | |
| 158 @CyclicPathBitVectors = (); @CyclicPathEdgeIDsBitVectors = (); | |
| 159 | |
| 160 # Set bits corresponding to VertexIDs EdgeIDs using their indices... | |
| 161 for $CyclicPath (@{$This->{AllCyclicPaths}}) { | |
| 162 $BitVector = new BitVector($LargestVertexIndex); | |
| 163 @BitNums = map { $VertexIDsToIndicesRef->{$_} } $CyclicPath->GetVertices(); | |
| 164 $BitVector->SetBits(@BitNums); | |
| 165 push @CyclicPathBitVectors, $BitVector; | |
| 166 | |
| 167 $BitVector = new BitVector($LargestEdgeIDIndex); | |
| 168 @BitNums = map { $EdgeIDsToIndicesRef->{$_} } $This->_GetPathEdgeIDs($CyclicPath); | |
| 169 $BitVector->SetBits(@BitNums); | |
| 170 push @CyclicPathEdgeIDsBitVectors, $BitVector; | |
| 171 } | |
| 172 | |
| 173 # First smallest cyclic path always ends up as an independent cyclic path... | |
| 174 push @{$This->{IndependentCyclicPaths}}, $This->{AllCyclicPaths}[0]; | |
| 175 | |
| 176 # Retrieve other independent cyclic paths... | |
| 177 my($CurrentIndex, $PreviousIndex, $CurrentCyclicPath, $PreviousCyclicPath, $CurrentPathLength, $PreviousPathLength, $CurrentBitVector, $PreviousBitVector, $CurrentAndPreviousBitVectpor, $AllPreviousSmallerPathsBitVector, $AllPreviousSmallerPathsEdgeIDsBitVector, $CurrentEdgeIDsBitVector, $AndBitVector, %SmallerPathAlreadyAdded, %SkipPath); | |
| 178 | |
| 179 %SkipPath = (); | |
| 180 %SmallerPathAlreadyAdded = (); | |
| 181 $AllPreviousSmallerPathsBitVector = new BitVector($LargestVertexIndex); | |
| 182 $AllPreviousSmallerPathsEdgeIDsBitVector = new BitVector($LargestEdgeIDIndex); | |
| 183 | |
| 184 CURRENT: for $CurrentIndex (1 .. $#{$This->{AllCyclicPaths}}) { | |
| 185 if (exists $SkipPath{$CurrentIndex}) { | |
| 186 next CURRENT; | |
| 187 } | |
| 188 $CurrentCyclicPath = $This->{AllCyclicPaths}[$CurrentIndex]; | |
| 189 $CurrentBitVector = $CyclicPathBitVectors[$CurrentIndex]; | |
| 190 $CurrentPathLength = $CurrentCyclicPath->GetLength(); | |
| 191 | |
| 192 PREVIOUS: for $PreviousIndex (0 .. ($CurrentIndex - 1)) { | |
| 193 if (exists $SkipPath{$PreviousIndex}) { | |
| 194 next PREVIOUS; | |
| 195 } | |
| 196 $PreviousCyclicPath = $This->{AllCyclicPaths}[$PreviousIndex]; | |
| 197 $PreviousBitVector = $CyclicPathBitVectors[$PreviousIndex]; | |
| 198 | |
| 199 # Is previous path a subset of current path? | |
| 200 $CurrentAndPreviousBitVectpor = $PreviousBitVector & $CurrentBitVector; | |
| 201 if ($PreviousBitVector->GetNumOfSetBits() == $CurrentAndPreviousBitVectpor->GetNumOfSetBits()) { | |
| 202 # Current path doesn't qualify an independent path... | |
| 203 $SkipPath{$CurrentIndex} = 1; | |
| 204 next CURRENT; | |
| 205 } | |
| 206 | |
| 207 $PreviousPathLength = $PreviousCyclicPath->GetLength(); | |
| 208 if ($PreviousPathLength < $CurrentPathLength) { | |
| 209 # Mark cycle vertices seen in cyclic paths with length smaller than current path... | |
| 210 if (! exists $SmallerPathAlreadyAdded{$PreviousIndex}) { | |
| 211 $SmallerPathAlreadyAdded{$PreviousIndex} = 1; | |
| 212 $AllPreviousSmallerPathsBitVector = $AllPreviousSmallerPathsBitVector | $PreviousBitVector; | |
| 213 $AllPreviousSmallerPathsEdgeIDsBitVector = $AllPreviousSmallerPathsEdgeIDsBitVector | $CyclicPathEdgeIDsBitVectors[$PreviousIndex]; | |
| 214 } | |
| 215 } | |
| 216 } | |
| 217 if ($AllPreviousSmallerPathsBitVector->GetNumOfSetBits()) { | |
| 218 # Is current path a linear combination of smaller paths? | |
| 219 $AndBitVector = $AllPreviousSmallerPathsBitVector & $CurrentBitVector; | |
| 220 if ($CurrentBitVector->GetNumOfSetBits() == $AndBitVector->GetNumOfSetBits()) { | |
| 221 # Are all edges in the current path already present in smaller paths? | |
| 222 $CurrentEdgeIDsBitVector = $CyclicPathEdgeIDsBitVectors[$CurrentIndex]; | |
| 223 $AndBitVector = $AllPreviousSmallerPathsEdgeIDsBitVector & $CurrentEdgeIDsBitVector; | |
| 224 | |
| 225 if ($CurrentEdgeIDsBitVector->GetNumOfSetBits() == $AndBitVector->GetNumOfSetBits()) { | |
| 226 # Current path doesn't qualify an independent path... | |
| 227 $SkipPath{$CurrentIndex} = 1; | |
| 228 next CURRENT; | |
| 229 } | |
| 230 } | |
| 231 } | |
| 232 # It's an independent cyclic path... | |
| 233 push @{$This->{IndependentCyclicPaths}}, $CurrentCyclicPath; | |
| 234 } | |
| 235 return $This; | |
| 236 } | |
| 237 | |
| 238 # Setup a VertexID to index map... | |
| 239 # | |
| 240 sub _SetupVertexIDsToIndicesMap { | |
| 241 my($This, $PathGraph) = @_; | |
| 242 my($LargestVertexIndex, @VertexIDs, %VertexIDsMap); | |
| 243 | |
| 244 %VertexIDsMap = (); @VertexIDs = (); $LargestVertexIndex = 0; | |
| 245 | |
| 246 @VertexIDs = $PathGraph->GetVertices(); | |
| 247 if (! @VertexIDs) { | |
| 248 return (\%VertexIDsMap, $LargestVertexIndex); | |
| 249 } | |
| 250 @VertexIDsMap{ @VertexIDs } = (0 .. $#VertexIDs); | |
| 251 $LargestVertexIndex = scalar @VertexIDs; | |
| 252 | |
| 253 return (\%VertexIDsMap, $LargestVertexIndex); | |
| 254 } | |
| 255 | |
| 256 # Setup a Edge to index map using paths associated to egdes in an intial | |
| 257 # path graph... | |
| 258 # | |
| 259 sub _SetupEdgeIDsToIndicesMap { | |
| 260 my($This, $PathGraph) = @_; | |
| 261 my($Path, $LargestEdgeIndex, @EdgeIDs, %EdgeIDsMap); | |
| 262 | |
| 263 %EdgeIDsMap = (); @EdgeIDs = (); $LargestEdgeIndex = 0; | |
| 264 | |
| 265 @EdgeIDs = (); | |
| 266 for $Path ($PathGraph->GetPaths()) { | |
| 267 push @EdgeIDs, $This->_GetPathEdgeIDs($Path); | |
| 268 } | |
| 269 | |
| 270 if (! @EdgeIDs) { | |
| 271 return (\%EdgeIDsMap, $LargestEdgeIndex); | |
| 272 } | |
| 273 | |
| 274 @EdgeIDsMap{ @EdgeIDs } = (0 .. $#EdgeIDs); | |
| 275 $LargestEdgeIndex = scalar @EdgeIDs; | |
| 276 | |
| 277 return (\%EdgeIDsMap, $LargestEdgeIndex); | |
| 278 } | |
| 279 | |
| 280 # Get path edge IDs or number of edges. The edge IDs are generated from | |
| 281 # edge vertices and correpond to VertexID1-VertexID2 where VertexID1 <= | |
| 282 # VertexID2. | |
| 283 # | |
| 284 sub _GetPathEdgeIDs { | |
| 285 my($This, $Path) = @_; | |
| 286 my(@EdgesVertexIDs, @EdgeIDs); | |
| 287 | |
| 288 @EdgesVertexIDs = (); @EdgeIDs = (); | |
| 289 @EdgesVertexIDs = $Path->GetEdges(); | |
| 290 if (!@EdgesVertexIDs) { | |
| 291 return wantarray ? @EdgeIDs : (scalar @EdgeIDs); | |
| 292 } | |
| 293 | |
| 294 # Set up edge IDs... | |
| 295 my($Index, $VertexID1, $VertexID2, $EdgeID); | |
| 296 | |
| 297 for ($Index = 0; $Index < $#EdgesVertexIDs; $Index += 2) { | |
| 298 $VertexID1 = $EdgesVertexIDs[$Index]; $VertexID2 = $EdgesVertexIDs[$Index + 1]; | |
| 299 $EdgeID = ($VertexID1 <= $VertexID2) ? "$VertexID1-$VertexID2" : "$VertexID2-$VertexID1"; | |
| 300 push @EdgeIDs, $EdgeID; | |
| 301 } | |
| 302 | |
| 303 return wantarray ? @EdgeIDs : (scalar @EdgeIDs); | |
| 304 } | |
| 305 | |
| 306 # Return an array containing references to cyclic paths or number of cylic paths... | |
| 307 # | |
| 308 sub GetAllCyclicPaths { | |
| 309 my($This) = @_; | |
| 310 | |
| 311 return wantarray ? @{$This->{AllCyclicPaths}} : scalar @{$This->{AllCyclicPaths}}; | |
| 312 } | |
| 313 | |
| 314 # Get cyclic paths which are independent. In otherwords, cycles which don't contain any other | |
| 315 # cycle as their subset... | |
| 316 # | |
| 317 sub GetIndependentCyclicPaths { | |
| 318 my($This) = @_; | |
| 319 | |
| 320 return wantarray ? @{$This->{IndependentCyclicPaths}} : scalar @{$This->{IndependentCyclicPaths}}; | |
| 321 } | |
| 322 | |
| 323 # Return a string containg data for CyclesDetection object... | |
| 324 sub StringifyCyclesDetection { | |
| 325 my($This) = @_; | |
| 326 my($CyclesDetectionString, $CyclesCount, $CyclicPath); | |
| 327 | |
| 328 $CyclesCount = @{$This->{AllCyclicPaths}}; | |
| 329 $CyclesDetectionString = "AllCycles: Count - $CyclesCount"; | |
| 330 for $CyclicPath (@{$This->{AllCyclicPaths}}) { | |
| 331 $CyclesDetectionString .= "; Cycle: " . join('-', $CyclicPath->GetVertices()); | |
| 332 } | |
| 333 | |
| 334 $CyclesCount = @{$This->{IndependentCyclicPaths}}; | |
| 335 $CyclesDetectionString .= "\nIndependentCycles: Count - $CyclesCount"; | |
| 336 for $CyclicPath (@{$This->{IndependentCyclicPaths}}) { | |
| 337 $CyclesDetectionString .= "; Cycle: " . join('-', $CyclicPath->GetVertices()); | |
| 338 } | |
| 339 | |
| 340 return $CyclesDetectionString; | |
| 341 } | |
| 342 | |
| 343 # Return a reference to new cycle detection object... | |
| 344 sub Copy { | |
| 345 my($This) = @_; | |
| 346 my($NewCyclesDetection); | |
| 347 | |
| 348 $NewCyclesDetection = Storable::dclone($This); | |
| 349 | |
| 350 return $NewCyclesDetection; | |
| 351 } | |
| 352 | |
| 353 1; | |
| 354 | |
| 355 __END__ | |
| 356 | |
| 357 =head1 NAME | |
| 358 | |
| 359 CyclesDetection | |
| 360 | |
| 361 =head1 SYNOPSIS | |
| 362 | |
| 363 use Graph::CyclesDetection; | |
| 364 | |
| 365 use Graph::CyclesDetection qw(:all); | |
| 366 | |
| 367 =head1 DESCRIPTION | |
| 368 | |
| 369 B<CyclesDetection> class provides the following methods: | |
| 370 | |
| 371 new, Copy, DetectCycles, DetectCyclesUsingCollapsingPathGraphMethodology, | |
| 372 GetAllCyclicPaths, GetIndependentCyclicPaths, StringifyCyclesDetection | |
| 373 | |
| 374 Cycles in a B<Graph> are detected using collapsing path graph [Ref 31] | |
| 375 methodology. | |
| 376 | |
| 377 =head2 METHODS | |
| 378 | |
| 379 =over 4 | |
| 380 | |
| 381 =item B<new> | |
| 382 | |
| 383 $NewCyclesDetection = new Graph::CyclesDetection($Graph); | |
| 384 | |
| 385 Using specified I<Graph>, B<new> method creates a new B<CyclesDetection> object and returns | |
| 386 newly created B<CyclesDetection> object. | |
| 387 | |
| 388 =item B<Copy> | |
| 389 | |
| 390 $NewCyclesDetection = $CyclesDetection->Copy(); | |
| 391 | |
| 392 Copies I<CyclesDetection> and its associated data using B<Storable::dclone> and returns a new | |
| 393 B<CyclesDetection> object. | |
| 394 | |
| 395 =item B<DetectCycles> | |
| 396 | |
| 397 $CyclesDetection->DetectCycles(); | |
| 398 | |
| 399 Detects all cycles in a graph and returns I<CyclesDetection>. | |
| 400 | |
| 401 =item B<DetectCyclesUsingCollapsingPathGraphMethodology> | |
| 402 | |
| 403 $CyclesDetection->DetectCyclesUsingCollapsingPathGraphMethodology(); | |
| 404 | |
| 405 Detects all cycles in a graph using collapsing path graph [Ref 31] methodology | |
| 406 and returns I<CyclesDetection>. | |
| 407 | |
| 408 =item B<GetAllCyclicPaths> | |
| 409 | |
| 410 @AllCyclicPaths = $CyclesDetection->GetAllCyclicPaths(); | |
| 411 $NumOfAllCyclicPaths = $CyclesDetection->GetAllCyclicPaths(); | |
| 412 | |
| 413 Returns an array containing references to all cyclic paths identified during cycles | |
| 414 detection. In scalar text, number of cycles is returned. | |
| 415 | |
| 416 =item B<GetIndependentCyclicPaths> | |
| 417 | |
| 418 @IndependentCyclicPaths = $CyclesDetection->GetAllCyclicPaths(); | |
| 419 $NumOfIndependentCyclicPaths = $CyclesDetection->GetAllCyclicPaths(); | |
| 420 | |
| 421 Returns an array containing references to independent cyclic paths identified during cycles | |
| 422 detection. In scalar text, number of cycles is returned. | |
| 423 | |
| 424 A set of independent cycles identified during cycles detection doesn't correspond to the basis set of | |
| 425 rings or smallest set of smallest rings (SSSR) [ Refs 29-30 ]; instead, set of cycles indentified | |
| 426 as independent cycles simply correpond to cycles which contain no other cycle as their | |
| 427 subcycles and can't be described as a linear combination of smaller cycles. And it also happens | |
| 428 to contain all the rings in basis set of rings and SSSR. In other words, it's a superset of a basis set | |
| 429 of cycles and SSSR. For example, six four membered cycles are indentified for cubane, which is one | |
| 430 more than the basis set of cycles. | |
| 431 | |
| 432 =item B<StringifyCyclesDetection> | |
| 433 | |
| 434 $String = $CyclesDetection->StringifyCyclesDetection(); | |
| 435 | |
| 436 Returns a string containing information about I<CyclesDetection> object. | |
| 437 | |
| 438 =back | |
| 439 | |
| 440 =head1 AUTHOR | |
| 441 | |
| 442 Manish Sud <msud@san.rr.com> | |
| 443 | |
| 444 =head1 SEE ALSO | |
| 445 | |
| 446 Graph.pm, Path.pm, PathGraph.pm | |
| 447 | |
| 448 =head1 COPYRIGHT | |
| 449 | |
| 450 Copyright (C) 2015 Manish Sud. All rights reserved. | |
| 451 | |
| 452 This file is part of MayaChemTools. | |
| 453 | |
| 454 MayaChemTools is free software; you can redistribute it and/or modify it under | |
| 455 the terms of the GNU Lesser General Public License as published by the Free | |
| 456 Software Foundation; either version 3 of the License, or (at your option) | |
| 457 any later version. | |
| 458 | |
| 459 =cut |
