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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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4
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use strict; |
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145
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29
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use vars qw($VERSION |
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@ISA |
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@EXPORT |
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@EXPORT_OK); |
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33
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use overload |
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'++' => \&increment, |
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'=' => \&Clone, |
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'""' => \&stringify; |
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4
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5131
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37
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require Exporter; |
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38
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require AutoLoader; |
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40
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@ISA = qw(Exporter AutoLoader); |
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# Items to export into callers namespace by default. Note: do not export |
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# names by default without a very good reason. Use EXPORT_OK instead. |
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# Do not simply export all your public functions/methods/constants. |
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@EXPORT = qw( |
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46
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); |
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47
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$VERSION = '0.2'; |
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49
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50
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# Preloaded methods go here. |
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51
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52
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# necessary for overloading "" |
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53
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# in turn required by Data::Dumper that wants to stringify variables |
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54
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sub stringify { |
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55
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0
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0
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0
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0
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my($self) = @_; |
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56
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57
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0
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0
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return($self); |
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58
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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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62
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# all bits are `off' |
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63
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sub new { |
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64
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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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65
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66
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# for calling $self->new($someth): |
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67
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2305
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33
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8501
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my $class = ref($this) || $this; |
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68
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2305
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3470
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my $self = {}; |
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69
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2305
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3716
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bless $self, $class; |
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70
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2305
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5367
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$self->{N} = $n; |
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71
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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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73
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} |
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74
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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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77
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sub Clone { |
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4
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4
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1
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my($self) = @_; |
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79
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80
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4
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5
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my($new); |
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81
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82
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4
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9
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$new = Statistics::SparseVector->new($self->{N}); |
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83
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4
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7
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bless $new, ref($self); |
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84
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4
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5
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for (keys %{$self->{VECTOR}}) { |
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17
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85
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17
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34
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$new->{VECTOR}{$_} = $self->{VECTOR}{$_}; |
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86
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} |
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87
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4
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9
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return($new); |
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} |
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89
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90
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91
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# is called right before Perl destroys a bitvector |
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92
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# this happens automatically if a vector has zero references |
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93
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sub DESTROY { |
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1798
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1798
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6613
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my($self) = @_; |
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95
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} |
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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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99
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# checks for whitespace separators |
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100
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sub new_vec { |
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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, $vectype) = @_; |
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102
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103
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2100
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2360
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my($i, |
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104
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@ints, |
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105
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$int, |
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106
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$self, |
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107
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$sep); |
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108
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109
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2100
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2404
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$sep = ''; |
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110
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2100
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50
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6962
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if ($vector =~ /\s+/) { |
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111
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2100
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3178
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$sep = '\s+'; |
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112
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} |
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113
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2100
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15895
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@ints = split(/$sep/, $vector); |
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114
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2100
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50
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5023
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if ($#ints+1 != $n) { |
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115
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0
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0
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die "inconsistent call to new_vec\n"; |
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116
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} |
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117
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2100
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5702
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$self = $this->new($n); |
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118
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2100
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2721
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$i = 0; |
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119
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2100
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4876
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while (@ints) { |
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120
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20300
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28769
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$int = shift(@ints); |
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121
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20300
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100
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42095
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if ($int > 0) { |
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122
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11319
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100
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32231
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$self->{VECTOR}{$i} = ($vectype eq "binary") ? 1 : $int; |
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123
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} |
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124
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20300
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39494
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$i++; |
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125
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} |
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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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127
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} |
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128
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129
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130
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# the value at position $col |
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131
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sub weight { |
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132
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1592781
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1592781
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0
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2191303
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my($self, $col) = @_; |
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133
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134
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1592781
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4307033
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return($self->{VECTOR}{$col}); |
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135
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} |
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136
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137
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138
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# we assume a bit is `on' if its value is defined |
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139
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sub bit_test { |
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140
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602990
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602990
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1
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809290
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my($self, $i) = @_; |
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141
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142
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602990
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2117036
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return(defined($self->{VECTOR}{$i})); |
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143
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} |
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144
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145
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146
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# turning off a bit is making its value undefined |
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147
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sub Bit_Off { |
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148
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0
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0
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1
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0
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my($self, $i) = @_; |
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149
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150
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0
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0
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undef $self->{VECTOR}{$i}; |
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151
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} |
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152
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153
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154
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# turns on a bit |
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155
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sub Bit_On { |
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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, $i) = @_; |
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157
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158
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2
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8
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$self->{VECTOR}{$i} = 1; |
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159
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} |
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160
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161
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162
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# increment integer at position $i by one |
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163
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sub Inc { |
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164
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0
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0
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1
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0
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my($self, $i) = @_; |
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165
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166
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0
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0
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$self->{VECTOR}{$i}++; |
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167
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} |
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168
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169
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170
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# flips a bit, i.e. makes it undef if it is defined, |
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171
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# and makes it defined if it is undefined |
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172
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sub bit_flip { |
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173
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7306
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7306
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1
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9555
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my($self, $i) = @_; |
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174
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175
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7306
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100
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14341
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if (defined($self->{VECTOR}{$i})) { |
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176
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3600
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10210
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undef $self->{VECTOR}{$i}; |
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177
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} |
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178
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else { |
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179
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3706
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10745
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$self->{VECTOR}{$i} = 1; |
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180
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} |
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181
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} |
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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 |
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185
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sub increment { |
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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($self) = @_; |
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187
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188
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77952
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84510
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my($carry, $i); |
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189
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190
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77952
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86271
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$carry = 0; |
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191
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77952
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84074
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$i = 0; |
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192
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do { |
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193
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155869
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100
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331953
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if (defined($self->{VECTOR}{$i})) { |
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194
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77934
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116336
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undef $self->{VECTOR}{$i}; |
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195
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77934
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94022
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$carry = 1; |
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196
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} |
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197
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else { |
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198
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77935
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116684
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$self->{VECTOR}{$i} = 1; |
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199
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77935
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89564
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$carry = 0; |
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200
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} |
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201
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155869
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796118
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$i++; |
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202
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77952
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100
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84450
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} until (($carry == 0) || ($i == $self->{N})); |
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203
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} |
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204
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205
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206
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# fills the set |
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207
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sub Fill { |
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208
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16
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|
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16
|
1
|
27
|
my($self) = @_; |
|
209
|
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210
|
16
|
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27
|
my $i; |
|
211
|
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212
|
16
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58
|
for ($i = 0; $i < $self->{N}; $i++) { |
|
213
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160
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573
|
$self->{VECTOR}{$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
|
1
|
29
|
my($self) = @_; |
|
221
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222
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16
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|
77
|
undef $self->{VECTOR}; |
|
223
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} |
|
224
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225
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226
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|
# returns a bitstring |
|
227
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|
sub to_Bin { |
|
228
|
2533
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2533
|
1
|
3425
|
my($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}; $i++) { |
|
234
|
553500
|
100
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|
1152997
|
if (defined($self->{VECTOR}{$i})) { |
|
235
|
16944
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55382
|
$s = "1$sep" . $s; |
|
236
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|
|
} |
|
237
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|
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else { |
|
238
|
536556
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|
|
2125666
|
$s = "0$sep" . $s; |
|
239
|
|
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|
|
} |
|
240
|
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|
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} |
|
241
|
2533
|
|
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|
9842
|
return($s); |
|
242
|
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|
|
} |
|
243
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|
244
|
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|
245
|
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|
|
|
# returns a bitstring |
|
246
|
|
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|
|
|
sub to_Int { |
|
247
|
0
|
|
|
0
|
0
|
0
|
my($self) = @_; |
|
248
|
|
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|
249
|
0
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|
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|
|
0
|
my($s, $i); |
|
250
|
|
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|
251
|
0
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|
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|
0
|
$s = ""; |
|
252
|
0
|
|
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|
|
0
|
for ($i = 0; $i < $self->{N}; $i++) { |
|
253
|
0
|
0
|
|
|
|
0
|
if (defined($self->{VECTOR}{$i})) { |
|
254
|
0
|
|
|
|
|
0
|
$s .= "$self->{VECTOR}{$i} "; |
|
255
|
|
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|
|
|
|
} |
|
256
|
|
|
|
|
|
|
else { |
|
257
|
0
|
|
|
|
|
0
|
$s .= "0 "; |
|
258
|
|
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|
|
|
|
} |
|
259
|
|
|
|
|
|
|
} |
|
260
|
0
|
|
|
|
|
0
|
return($s); |
|
261
|
|
|
|
|
|
|
} |
|
262
|
|
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|
|
|
263
|
|
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|
|
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__ |