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package Statistics::SparseVector; |
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##---------------------------------------------------------------------------## |
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## Author: |
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## Hugo WL ter Doest terdoest@cs.utwente.nl |
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## Description: module for sparse bitvectors |
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## method names equal that of Bit::Vector |
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## |
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##---------------------------------------------------------------------------## |
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## Copyright (C) 1998, 1999 Hugo WL ter Doest terdoest@cs.utwente.nl |
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## |
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## This library is free software; you can redistribute it and/or modify |
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## it under the terms of the GNU General Public License as published by |
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## the Free Software Foundation; either version 2 of the License, or |
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## (at your option) any later version. |
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## |
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## This library is distributed in the hope that it will be useful, |
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## but WITHOUT ANY WARRANTY; without even the implied warranty of |
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## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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## GNU General Public License for more details. |
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## |
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## You should have received a copy of the GNU Library General Public |
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## License along with this program; if not, write to the Free Software |
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## Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. |
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##---------------------------------------------------------------------------## |
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use strict; |
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145
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use vars qw($VERSION |
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@ISA |
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@EXPORT |
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@EXPORT_OK); |
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use overload |
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'++' => \&increment, |
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'=' => \&Clone, |
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7672
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'""' => \&stringify; |
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require Exporter; |
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require AutoLoader; |
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@ISA = qw(Exporter AutoLoader); |
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# Items to export into callers namespace by default. Note: do not export |
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# names by default without a very good reason. Use EXPORT_OK instead. |
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# Do not simply export all your public functions/methods/constants. |
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@EXPORT = qw( |
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); |
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$VERSION = '0.2'; |
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# Preloaded methods go here. |
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# necessary for overloading "" |
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# in turn required by Data::Dumper that wants to stringify variables |
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sub stringify { |
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my($self) = @_; |
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return($self); |
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} |
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60
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61
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# create a new bitvector |
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# all bits are `off' |
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sub new { |
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2305
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2305
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1
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3329
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my($this, $n) = @_; |
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66
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# for calling $self->new($someth): |
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2305
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8501
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my $class = ref($this) || $this; |
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2305
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3470
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my $self = {}; |
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2305
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3716
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bless $self, $class; |
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2305
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5367
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$self->{N} = $n; |
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# $self->{VECTOR} = {}; |
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2305
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4599
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return($self); |
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} |
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75
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76
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# create a copy of a bitvector and return it |
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sub Clone { |
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1
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my($self) = @_; |
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my($new); |
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$new = Statistics::SparseVector->new($self->{N}); |
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bless $new, ref($self); |
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for (keys %{$self->{VECTOR}}) { |
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$new->{VECTOR}{$_} = $self->{VECTOR}{$_}; |
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} |
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return($new); |
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} |
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90
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91
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# is called right before Perl destroys a bitvector |
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# this happens automatically if a vector has zero references |
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sub DESTROY { |
94
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1798
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1798
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6613
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my($self) = @_; |
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} |
96
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97
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98
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# creates a new vector from a bitstring |
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# checks for whitespace separators |
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sub new_vec { |
101
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2100
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2100
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0
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3474
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my($this, $n, $vector, $vectype) = @_; |
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103
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2100
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2360
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my($i, |
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@ints, |
105
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$int, |
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$self, |
107
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$sep); |
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109
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2100
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2404
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$sep = ''; |
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2100
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6962
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if ($vector =~ /\s+/) { |
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2100
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3178
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$sep = '\s+'; |
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} |
113
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2100
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15895
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@ints = split(/$sep/, $vector); |
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2100
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5023
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if ($#ints+1 != $n) { |
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0
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0
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die "inconsistent call to new_vec\n"; |
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} |
117
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2100
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5702
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$self = $this->new($n); |
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2100
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2721
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$i = 0; |
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2100
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4876
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while (@ints) { |
120
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20300
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28769
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$int = shift(@ints); |
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20300
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100
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42095
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if ($int > 0) { |
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11319
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100
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32231
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$self->{VECTOR}{$i} = ($vectype eq "binary") ? 1 : $int; |
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} |
124
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20300
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39494
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$i++; |
125
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} |
126
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2100
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7288
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return($self); |
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} |
128
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129
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130
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# the value at position $col |
131
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sub weight { |
132
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1592781
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1592781
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0
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2191303
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my($self, $col) = @_; |
133
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134
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1592781
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4307033
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return($self->{VECTOR}{$col}); |
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} |
136
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137
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138
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# we assume a bit is `on' if its value is defined |
139
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sub bit_test { |
140
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602990
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602990
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1
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809290
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my($self, $i) = @_; |
141
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142
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602990
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2117036
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return(defined($self->{VECTOR}{$i})); |
143
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} |
144
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145
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146
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# turning off a bit is making its value undefined |
147
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sub Bit_Off { |
148
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0
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0
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1
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0
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my($self, $i) = @_; |
149
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150
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0
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0
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undef $self->{VECTOR}{$i}; |
151
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} |
152
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153
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154
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# turns on a bit |
155
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sub Bit_On { |
156
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2
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2
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1
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9
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my($self, $i) = @_; |
157
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158
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2
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8
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$self->{VECTOR}{$i} = 1; |
159
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} |
160
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161
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162
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# increment integer at position $i by one |
163
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sub Inc { |
164
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0
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0
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1
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0
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my($self, $i) = @_; |
165
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166
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0
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0
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$self->{VECTOR}{$i}++; |
167
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} |
168
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169
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170
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# flips a bit, i.e. makes it undef if it is defined, |
171
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# and makes it defined if it is undefined |
172
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sub bit_flip { |
173
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7306
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7306
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1
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9555
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my($self, $i) = @_; |
174
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175
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7306
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100
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14341
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if (defined($self->{VECTOR}{$i})) { |
176
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3600
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10210
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undef $self->{VECTOR}{$i}; |
177
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} |
178
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else { |
179
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3706
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10745
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$self->{VECTOR}{$i} = 1; |
180
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} |
181
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} |
182
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183
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184
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# increases the integer value of the bitvector by one |
185
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sub increment { |
186
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77952
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77952
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1
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109011
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my($self) = @_; |
187
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188
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77952
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84510
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my($carry, $i); |
189
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190
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77952
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86271
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$carry = 0; |
191
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77952
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84074
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$i = 0; |
192
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do { |
193
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155869
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100
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331953
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if (defined($self->{VECTOR}{$i})) { |
194
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77934
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116336
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undef $self->{VECTOR}{$i}; |
195
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77934
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94022
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$carry = 1; |
196
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} |
197
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else { |
198
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77935
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116684
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$self->{VECTOR}{$i} = 1; |
199
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77935
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89564
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$carry = 0; |
200
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} |
201
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155869
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796118
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$i++; |
202
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77952
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100
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84450
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} until (($carry == 0) || ($i == $self->{N})); |
203
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} |
204
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205
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206
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# fills the set |
207
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sub Fill { |
208
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16
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16
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1
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27
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my($self) = @_; |
209
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210
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16
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27
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my $i; |
211
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212
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16
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58
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for ($i = 0; $i < $self->{N}; $i++) { |
213
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160
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573
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$self->{VECTOR}{$i} = 1; |
214
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} |
215
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} |
216
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217
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218
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# clears the vector |
219
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sub Empty { |
220
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16
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16
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1
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29
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my($self) = @_; |
221
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222
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16
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77
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undef $self->{VECTOR}; |
223
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} |
224
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225
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226
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# returns a bitstring |
227
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|
|
sub to_Bin { |
228
|
2533
|
|
|
2533
|
1
|
3425
|
my($self, $sep) = @_; |
229
|
|
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|
230
|
2533
|
|
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6291
|
my($s, $i); |
231
|
|
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232
|
2533
|
|
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3784
|
$s = ""; |
233
|
2533
|
|
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|
|
7064
|
for ($i = 0; $i < $self->{N}; $i++) { |
234
|
553500
|
100
|
|
|
|
1152997
|
if (defined($self->{VECTOR}{$i})) { |
235
|
16944
|
|
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55382
|
$s = "1$sep" . $s; |
236
|
|
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|
|
} |
237
|
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else { |
238
|
536556
|
|
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|
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2125666
|
$s = "0$sep" . $s; |
239
|
|
|
|
|
|
|
} |
240
|
|
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|
|
} |
241
|
2533
|
|
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|
|
9842
|
return($s); |
242
|
|
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|
|
} |
243
|
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244
|
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|
245
|
|
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|
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|
|
# returns a bitstring |
246
|
|
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|
|
|
|
sub to_Int { |
247
|
0
|
|
|
0
|
0
|
0
|
my($self) = @_; |
248
|
|
|
|
|
|
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|
249
|
0
|
|
|
|
|
0
|
my($s, $i); |
250
|
|
|
|
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|
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|
251
|
0
|
|
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|
|
0
|
$s = ""; |
252
|
0
|
|
|
|
|
0
|
for ($i = 0; $i < $self->{N}; $i++) { |
253
|
0
|
0
|
|
|
|
0
|
if (defined($self->{VECTOR}{$i})) { |
254
|
0
|
|
|
|
|
0
|
$s .= "$self->{VECTOR}{$i} "; |
255
|
|
|
|
|
|
|
} |
256
|
|
|
|
|
|
|
else { |
257
|
0
|
|
|
|
|
0
|
$s .= "0 "; |
258
|
|
|
|
|
|
|
} |
259
|
|
|
|
|
|
|
} |
260
|
0
|
|
|
|
|
0
|
return($s); |
261
|
|
|
|
|
|
|
} |
262
|
|
|
|
|
|
|
|
263
|
|
|
|
|
|
|
|
264
|
|
|
|
|
|
|
# returns a comma-separated list of features that are on |
265
|
|
|
|
|
|
|
sub to_Enum { |
266
|
2
|
|
|
2
|
1
|
11
|
my($self) = @_; |
267
|
|
|
|
|
|
|
|
268
|
2
|
|
|
|
|
3
|
return(join(',', keys(%{$self->{VECTOR}}))); |
|
2
|
|
|
|
|
9
|
|
269
|
|
|
|
|
|
|
} |
270
|
|
|
|
|
|
|
|
271
|
|
|
|
|
|
|
|
272
|
|
|
|
|
|
|
# expects a comma-separated list of numbers |
273
|
|
|
|
|
|
|
sub new_Enum { |
274
|
0
|
|
|
0
|
1
|
0
|
my($this, $n, $s) = @_; |
275
|
|
|
|
|
|
|
|
276
|
0
|
|
|
|
|
0
|
my($self); |
277
|
|
|
|
|
|
|
|
278
|
0
|
|
|
|
|
0
|
$self = $this->new($n); |
279
|
0
|
|
|
|
|
0
|
for (split(/,/,$s)) { |
280
|
0
|
|
|
|
|
0
|
$self->{VECTOR}{$_} = 1 |
281
|
|
|
|
|
|
|
} |
282
|
0
|
|
|
|
|
0
|
return($self); |
283
|
|
|
|
|
|
|
} |
284
|
|
|
|
|
|
|
|
285
|
|
|
|
|
|
|
|
286
|
|
|
|
|
|
|
# returns the length of the vector |
287
|
|
|
|
|
|
|
sub Size { |
288
|
264
|
|
|
264
|
1
|
412
|
my($self) = @_; |
289
|
|
|
|
|
|
|
|
290
|
264
|
|
|
|
|
1390
|
return($self->{N}); |
291
|
|
|
|
|
|
|
} |
292
|
|
|
|
|
|
|
|
293
|
|
|
|
|
|
|
|
294
|
|
|
|
|
|
|
# NOTA BENE: THIS ROUTINE HAS BUGS |
295
|
|
|
|
|
|
|
# $len1 >= 0, $len2 >= 0, $vec2->Size() >= $off2 >= 0 |
296
|
|
|
|
|
|
|
# $vec1->Size() >= $off1 >= 0 |
297
|
|
|
|
|
|
|
# $vec1 may be undefined |
298
|
|
|
|
|
|
|
# $len1 + $off1 < $vec->Size() |
299
|
|
|
|
|
|
|
sub Interval_Substitute { |
300
|
4
|
|
|
4
|
0
|
8
|
my($vec2, $vec1, $off2, $len2, $off1, $len1) = @_; |
301
|
|
|
|
|
|
|
|
302
|
4
|
|
|
|
|
4
|
my($i, |
303
|
|
|
|
|
|
|
$oldvec2); |
304
|
|
|
|
|
|
|
|
305
|
|
|
|
|
|
|
# save $vec2 in $oldvec2 |
306
|
4
|
|
|
|
|
10
|
$oldvec2 = $vec2->Clone(); |
307
|
|
|
|
|
|
|
# determine the new length for $vec2 |
308
|
4
|
100
|
|
|
|
8
|
if ($off2 == $vec2->Size()) { |
309
|
|
|
|
|
|
|
# we are appending bits from source $vec1 |
310
|
2
|
|
|
|
|
4
|
$vec2->{N} += $len1; |
311
|
|
|
|
|
|
|
} |
312
|
|
|
|
|
|
|
else { |
313
|
|
|
|
|
|
|
# we are inserting bits from $vec1 |
314
|
2
|
|
|
|
|
3
|
$vec2->{N} += $len1 - $len2; |
315
|
|
|
|
|
|
|
} |
316
|
|
|
|
|
|
|
# target $vec2 changes only from $off2 |
317
|
|
|
|
|
|
|
# copy the new bits from the source $vec1 |
318
|
4
|
50
|
|
|
|
10
|
if (defined($vec1)) { # we have source bits |
319
|
4
|
|
|
|
|
12
|
for ($i = $off2; $i < $off2 + $len1; $i++) { |
320
|
14
|
100
|
|
|
|
33
|
if (defined($vec1->{VECTOR}{$i - $off2 + $off1})) { |
321
|
3
|
|
|
|
|
12
|
$vec2->{VECTOR}{$i} = $vec1->{VECTOR}{$i - $off2 + $off1}; |
322
|
|
|
|
|
|
|
} |
323
|
|
|
|
|
|
|
else { |
324
|
11
|
|
|
|
|
33
|
undef $vec2->{VECTOR}{$i}; |
325
|
|
|
|
|
|
|
} |
326
|
|
|
|
|
|
|
} |
327
|
|
|
|
|
|
|
} |
328
|
|
|
|
|
|
|
# append the rest of $oldvec2 |
329
|
|
|
|
|
|
|
# index $i runs for $oldvec2, we correct for $vec2 |
330
|
4
|
|
|
|
|
12
|
for ($i = $off2 + $len2; $i < $oldvec2->{N}; $i++) { |
331
|
1
|
50
|
|
|
|
4
|
if (defined($oldvec2->{VECTOR}{$i})) { |
332
|
1
|
|
|
|
|
4
|
$vec2->{VECTOR}{$i-$len2+$len1} = $oldvec2->{VECTOR}{$i}; |
333
|
|
|
|
|
|
|
} |
334
|
|
|
|
|
|
|
else { |
335
|
0
|
|
|
|
|
0
|
undef $vec2->{VECTOR}{$i-$len2+$len1}; |
336
|
|
|
|
|
|
|
} |
337
|
|
|
|
|
|
|
} |
338
|
4
|
|
|
|
|
7
|
undef $oldvec2; |
339
|
|
|
|
|
|
|
# print "$vec2->to_Bin()\n" |
340
|
|
|
|
|
|
|
} |
341
|
|
|
|
|
|
|
|
342
|
|
|
|
|
|
|
|
343
|
|
|
|
|
|
|
# removes a column from the vector |
344
|
|
|
|
|
|
|
sub delete_column { |
345
|
2000
|
|
|
2000
|
1
|
2228
|
my($self, $col) = @_; |
346
|
|
|
|
|
|
|
|
347
|
2000
|
|
|
|
|
1994
|
my($i); |
348
|
|
|
|
|
|
|
|
349
|
2000
|
|
|
|
|
4339
|
for ($i = 0; $i < $self->{N} - 1; $i++) { |
350
|
26800
|
50
|
|
|
|
70435
|
if ($i >= $col) { |
351
|
0
|
|
|
|
|
0
|
$self->{VECTOR}{$i} = $self->{VECTOR}{$i + 1}; |
352
|
|
|
|
|
|
|
} |
353
|
|
|
|
|
|
|
} |
354
|
2000
|
|
|
|
|
3181
|
undef $self->{VECTOR}{$self->{N}-1}; |
355
|
2000
|
|
|
|
|
6140
|
$self->{N}--; |
356
|
|
|
|
|
|
|
} |
357
|
|
|
|
|
|
|
|
358
|
|
|
|
|
|
|
|
359
|
|
|
|
|
|
|
sub insert_column { |
360
|
2800
|
|
|
2800
|
1
|
3463
|
my($self, $pos, $val) = @_; |
361
|
|
|
|
|
|
|
|
362
|
2800
|
|
|
|
|
2499
|
my($i); |
363
|
|
|
|
|
|
|
|
364
|
2800
|
|
|
|
|
3182
|
$self->{N}++; |
365
|
2800
|
|
|
|
|
6019
|
for ($i = $self->{N}-1; $i > $pos; $i--) { |
366
|
34700
|
|
|
|
|
91587
|
$self->{VECTOR}{$i} = $self->{VECTOR}{$i - 1}; |
367
|
|
|
|
|
|
|
} |
368
|
2800
|
|
|
|
|
10855
|
$self->{VECTOR}{$pos} = $val; |
369
|
|
|
|
|
|
|
} |
370
|
|
|
|
|
|
|
|
371
|
|
|
|
|
|
|
|
372
|
|
|
|
|
|
|
# returns an array of indices of set bits |
373
|
|
|
|
|
|
|
sub indices { |
374
|
235316
|
|
|
235316
|
1
|
300476
|
my($self) = @_; |
375
|
|
|
|
|
|
|
|
376
|
235316
|
|
|
|
|
261777
|
return(grep(defined($self->{VECTOR}{$_}), keys(%{$self->{VECTOR}}))); |
|
235316
|
|
|
|
|
1866352
|
|
377
|
|
|
|
|
|
|
# return(keys(%{$self->{VECTOR}})); |
378
|
|
|
|
|
|
|
} |
379
|
|
|
|
|
|
|
|
380
|
|
|
|
|
|
|
|
381
|
|
|
|
|
|
|
# the sum of the values |
382
|
|
|
|
|
|
|
sub Norm { |
383
|
966870
|
|
|
966870
|
1
|
1144384
|
my($self) = @_; |
384
|
|
|
|
|
|
|
|
385
|
966870
|
|
|
|
|
941398
|
my($n); |
386
|
|
|
|
|
|
|
|
387
|
966870
|
|
|
|
|
986094
|
$n = 0; |
388
|
966870
|
|
|
|
|
1017520
|
for (values(%{$self->{VECTOR}})) { |
|
966870
|
|
|
|
|
2481856
|
|
389
|
11527063
|
100
|
|
|
|
20452743
|
if (defined($_)) { |
390
|
6588829
|
|
|
|
|
8700459
|
$n += $_; |
391
|
|
|
|
|
|
|
} |
392
|
|
|
|
|
|
|
} |
393
|
966870
|
|
|
|
|
3046926
|
return($n); |
394
|
|
|
|
|
|
|
} |
395
|
|
|
|
|
|
|
|
396
|
|
|
|
|
|
|
|
397
|
|
|
|
|
|
|
# Autoload methods go after =cut, and are processed by the autosplit program. |
398
|
|
|
|
|
|
|
|
399
|
|
|
|
|
|
|
1; |
400
|
|
|
|
|
|
|
|
401
|
|
|
|
|
|
|
__END__ |