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package Parse::Stata::DtaReader; |
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=head1 NAME |
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Parse::Stata::DtaReader - read Stata 8 and Stata 10 .dta files |
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=head1 OVERVIEW |
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This module reads Stata 8 and Stata 10 .dta files. |
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The API is object oriented: create a new instance of |
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Parse::Stata::DtaReader by providing a handle to the .dta file, and then |
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use attributes and methods of that object to obtain the data. |
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=head1 SYNOPSIS |
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Look at the source code of dta2csv and dta2sql for working code examples. |
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=head2 Open a .dta file |
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open my $fileHandle, '<', 'test.dta'; |
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my $dta = new Parse::Stata::DtaReader($fileHandle); |
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=head2 Retrieve general information |
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Number of variables and observations: |
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print "$dta->{nvar} variables; $dta->{nobs} observations\n"; |
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Variable names and types: |
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32
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33
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print join( ',', @{ $dta->{varlist} } ) . "\n"; |
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for (my $i = 0; $i < $dta->{nvar}; ++$i) { |
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print "$dta->{varlist}[$i] has SQL type " . |
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$dta->sqlType($i) . "\n"; |
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} |
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=head2 Retrieve data |
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42
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while ( my @a = $dta->readRow ) { |
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print join( ',', @a ) . "\n"; |
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} |
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=head1 SOURCES |
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48
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Stata .dta format specification from: |
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http://www.stata.com/help.cgi?dta_114 |
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http://www.stata.com/help.cgi?dta_113 |
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52
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=head1 BUGS |
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53
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54
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It works for me, but has not been fully tested. |
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55
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56
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All Stata missing values will be converted into a perl undef, |
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57
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losing the information about the type of missing value. |
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59
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=head1 NO WARRANTY |
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61
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This code comes with ABSOLUTELY NO WARRANTY of any kind. |
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63
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=head1 AUTHOR |
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65
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Copyright 2007, 2008, 2014 Reckon LLP and Franck Latrémolière. |
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L |
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68
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=head1 LICENCE |
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70
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This is free software; you can redistribute it and/or modify it under the same terms as Perl. |
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72
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=cut |
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74
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1
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1
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51324
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use warnings; |
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1
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4
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1
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66
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75
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1
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1
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use strict; |
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2
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1
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555
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76
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1
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1
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10
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use Carp; |
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1
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279
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1
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935
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77
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78
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BEGIN { |
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79
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80
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1
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1
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3
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$Parse::Stata::DtaReader::VERSION = '0.711'; |
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81
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82
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# test for float endianness using little-endian 33 33 3b f3, which is a float code for 1.4 |
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84
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1
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95
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my $testFloat = unpack( 'f', pack( 'h*', 'f33b3333' ) ); |
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85
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1
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50
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33
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10
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$Parse::Stata::DtaReader::byteOrder = 1 # big-endian |
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86
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if ( 2.0 * $testFloat > 2.7 && 2.0 * $testFloat < 2.9 ); |
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87
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1
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3
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$testFloat = unpack( 'f', pack( 'h*', '33333bf3' ) ); |
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1
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50
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33
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10
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$Parse::Stata::DtaReader::byteOrder = 2 # little-endian |
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89
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if ( 2.0 * $testFloat > 2.7 && 2.0 * $testFloat < 2.9 ); |
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1
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50
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6724
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warn "Unable to detect endianness of float storage on your machine" |
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91
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unless $Parse::Stata::DtaReader::byteOrder; |
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92
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93
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} |
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94
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95
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sub new($$) { |
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96
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3
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3
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0
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890
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my $className = shift; |
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97
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3
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7
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my $fileHandle = shift; |
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98
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3
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6
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my $self = { fh => $fileHandle }; |
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99
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3
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7
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bless $self, $className; |
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100
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3
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6
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$self->readHeader; |
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101
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3
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50
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66
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21
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if ( $self->{ds_format} |
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33
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102
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and $self->{ds_format} == 114 || $self->{ds_format} == 113 ) |
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103
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{ |
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104
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3
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9
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$self->readDescriptors; |
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105
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3
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9
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$self->readVariableLabels; |
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106
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3
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8
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$self->discardExpansionFields; |
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107
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3
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7
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$self->prepareDataReader; |
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108
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} |
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109
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3
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8
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return $self; |
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110
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} |
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111
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112
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sub readHeader($) { |
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113
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3
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3
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0
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4
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my $self = shift; |
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114
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3
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4
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local $_; |
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115
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3
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50
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59
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unless ( read $self->{fh}, $_, 4 ) { |
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116
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0
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0
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carp "Cannot read any data"; |
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117
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0
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0
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return; |
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118
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} |
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119
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3
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14
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( $self->{ds_format}, $self->{byteorder}, $self->{filetype}, $_ ) = |
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120
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unpack( 'CCCC', $_ ); |
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121
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3
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10
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read $self->{fh}, $_, 105; |
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122
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3
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100
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22
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( $self->{nvar}, $self->{nobs}, $self->{data_label}, $self->{time_stamp} ) |
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123
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= unpack( ( $self->{byteorder} == 2 ? 'vV' : 'nN' ) . 'A81A18', $_ ); |
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124
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3
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14
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$self->{data_label} =~ s/\x00.*$//s; |
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125
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3
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7
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$self->{time_stamp} =~ s/\x00.*$//s; |
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126
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} |
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127
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128
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sub readDescriptors($) { |
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129
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3
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3
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0
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3
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my $self = shift; |
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130
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3
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5
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my $nv = $self->{nvar}; |
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131
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3
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3
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local $_; |
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132
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3
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7
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read $self->{fh}, $_, $nv; |
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133
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3
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16
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$self->{typlist} = [ unpack( 'C' x $nv, $_ ) ]; |
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134
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3
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9
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read $self->{fh}, $_, $nv * 33; |
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135
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3
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8
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$self->{varlist} = [ map { s/\x00.*$//s; $_ } unpack( 'A33' x $nv, $_ ) ]; |
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9
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13
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9
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18
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136
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3
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7
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read $self->{fh}, $_, $nv * 2 + 2; |
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137
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3
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100
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15
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$self->{srtlist} = |
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138
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[ unpack( ( $self->{byteorder} == 2 ? 'v' : 'n' ) x ( 1 + $nv ), $_ ) ]; |
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139
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3
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100
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7
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my $fmtSize = $self->{ds_format} == 113 ? 12 : 49; |
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140
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3
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7
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read $self->{fh}, $_, $nv * $fmtSize; |
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141
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9
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10
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$self->{fmtlist} = |
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142
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3
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9
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[ map { s/\x00.*$//s; $_ } unpack( ( 'A' . $fmtSize ) x $nv, $_ ) ]; |
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9
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18
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143
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3
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8
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read $self->{fh}, $_, $nv * 33; |
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144
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3
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8
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$self->{lbllist} = [ map { s/\x00.*$//s; $_ } unpack( 'A33' x $nv, $_ ) ]; |
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9
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8
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9
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17
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145
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} |
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146
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147
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sub readVariableLabels($) { |
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148
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3
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3
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0
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4
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my $self = shift; |
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149
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3
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6
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my $nv = $self->{nvar}; |
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150
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3
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4
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local $_; |
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151
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3
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7
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read $self->{fh}, $_, $nv * 81; |
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152
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9
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19
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$self->{variableLabelList} = |
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153
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3
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10
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[ map { s/\x00.*$//s; $_ } unpack( 'A81' x $nv, $_ ) ]; |
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9
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20
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154
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} |
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155
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156
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sub discardExpansionFields($) { |
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157
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3
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3
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0
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4
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my $self = shift; |
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158
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3
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4
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local $_; |
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159
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3
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3
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my $size = -1; |
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160
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3
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8
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while ($size) { |
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161
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3
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8
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read $self->{fh}, $_, 5; |
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162
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3
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100
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9
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$size = |
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163
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unpack( $self->{byteorder} == 2 ? 'V' : 'N', substr( $_, 1, 4 ) ); |
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164
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3
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50
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12
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read $self->{fh}, $_, $size if $size > 0; |
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165
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} |
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166
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} |
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167
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168
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sub prepareDataReader($) { |
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169
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3
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3
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0
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4
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my $self = shift; |
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170
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3
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4
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$self->{nextRow} = 1; |
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171
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3
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23
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$self->{rowPattern} = ''; |
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172
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3
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5
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$self->{rowSize} = 0; |
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173
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3
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4
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for my $vt ( @{ $self->{typlist} } ) { |
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3
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6
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174
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9
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50
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35
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if ( $vt == 255 ) { |
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100
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50
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50
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100
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50
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175
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0
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0
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$self->{rowSize} += 8; |
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176
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0
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0
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0
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$self->{rowPattern} .= |
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177
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$self->{byteorder} == $Parse::Stata::DtaReader::byteOrder |
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178
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? 'd' |
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179
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: 'H16'; |
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180
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} |
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181
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elsif ( $vt == 254 ) { |
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182
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7
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|
|
8
|
$self->{rowSize} += 4; |
|
183
|
7
|
100
|
|
|
|
27
|
$self->{rowPattern} .= |
|
184
|
|
|
|
|
|
|
$self->{byteorder} == $Parse::Stata::DtaReader::byteOrder |
|
185
|
|
|
|
|
|
|
? 'f' |
|
186
|
|
|
|
|
|
|
: 'H8'; |
|
187
|
|
|
|
|
|
|
} |
|
188
|
|
|
|
|
|
|
elsif ( $vt == 253 ) { |
|
189
|
0
|
|
|
|
|
0
|
$self->{rowSize} += 4; |
|
190
|
0
|
0
|
|
|
|
0
|
$self->{rowPattern} .= $self->{byteorder} == 2 ? 'V' : 'N'; |
|
191
|
|
|
|
|
|
|
} |
|
192
|
|
|
|
|
|
|
elsif ( $vt == 252 ) { |
|
193
|
0
|
|
|
|
|
0
|
$self->{rowSize} += 2; |
|
194
|
0
|
0
|
|
|
|
0
|
$self->{rowPattern} .= $self->{byteorder} == 2 ? 'v' : 'n'; |
|
195
|
|
|
|
|
|
|
} |
|
196
|
|
|
|
|
|
|
elsif ( $vt == 251 ) { |
|
197
|
1
|
|
|
|
|
1
|
$self->{rowSize} += 1; |
|
198
|
1
|
|
|
|
|
2
|
$self->{rowPattern} .= 'c'; |
|
199
|
|
|
|
|
|
|
} |
|
200
|
|
|
|
|
|
|
elsif ( $vt < 245 ) { |
|
201
|
1
|
|
|
|
|
2
|
$self->{rowSize} += $vt; |
|
202
|
1
|
|
|
|
|
4
|
$self->{rowPattern} .= 'A' . $vt; |
|
203
|
|
|
|
|
|
|
} |
|
204
|
|
|
|
|
|
|
} |
|
205
|
|
|
|
|
|
|
} |
|
206
|
|
|
|
|
|
|
|
|
207
|
|
|
|
|
|
|
sub hasNext($) { |
|
208
|
0
|
|
|
0
|
0
|
|
my $self = shift; |
|
209
|
0
|
0
|
|
|
|
|
return $self->{nextRow} > $self->{nobs} ? undef : $self->{nextRow}; |
|
210
|
|
|
|
|
|
|
} |
|
211
|
|
|
|
|
|
|
|
|
212
|
|
|
|
|
|
|
sub readRow($) { |
|
213
|
0
|
|
|
0
|
0
|
|
my $self = shift; |
|
214
|
0
|
|
|
|
|
|
local $_; |
|
215
|
0
|
0
|
|
|
|
|
return () unless $self->{rowSize} == read $self->{fh}, $_, $self->{rowSize}; |
|
216
|
0
|
|
|
|
|
|
$self->{nextRow}++; |
|
217
|
0
|
|
|
|
|
|
my @a = unpack( $self->{rowPattern}, $_ ); |
|
218
|
0
|
|
|
|
|
|
for ( my $i = 0 ; $i < @a ; $i++ ) { |
|
219
|
0
|
|
|
|
|
|
my $t = $self->{typlist}->[$i]; |
|
220
|
0
|
0
|
|
|
|
|
if ( defined $a[$i] ) { |
|
221
|
0
|
0
|
|
|
|
|
if ( $self->{byteorder} != $Parse::Stata::DtaReader::byteOrder ) { |
|
222
|
0
|
0
|
|
|
|
|
if ( $t == 254 ) { |
|
|
|
0
|
|
|
|
|
|
|
223
|
0
|
|
|
|
|
|
$a[$i] = |
|
224
|
|
|
|
|
|
|
unpack( 'f', |
|
225
|
|
|
|
|
|
|
pack( 'N', ( unpack( 'V', pack( 'H8', $a[$i] ) ) ) ) ); |
|
226
|
|
|
|
|
|
|
} |
|
227
|
|
|
|
|
|
|
elsif ( $t == 255 ) { |
|
228
|
0
|
|
|
|
|
|
$a[$i] = unpack( |
|
229
|
|
|
|
|
|
|
'd', |
|
230
|
|
|
|
|
|
|
pack( 'NN', |
|
231
|
|
|
|
|
|
|
reverse( unpack( 'VV', pack( 'H16', $a[$i] ) ) ) ) |
|
232
|
|
|
|
|
|
|
); |
|
233
|
|
|
|
|
|
|
} |
|
234
|
|
|
|
|
|
|
} |
|
235
|
0
|
0
|
|
|
|
|
if ( $t < 245 ) { |
|
|
|
0
|
|
|
|
|
|
|
|
|
0
|
|
|
|
|
|
|
|
|
0
|
|
|
|
|
|
|
|
|
0
|
|
|
|
|
|
|
|
|
0
|
|
|
|
|
|
|
236
|
0
|
|
|
|
|
|
$a[$i] =~ s/\x00.*$//s; |
|
237
|
|
|
|
|
|
|
} |
|
238
|
|
|
|
|
|
|
elsif ( $t == 251 ) { |
|
239
|
0
|
0
|
0
|
|
|
|
undef $a[$i] if $a[$i] > 100 && $a[$i] < 128; |
|
240
|
|
|
|
|
|
|
} |
|
241
|
|
|
|
|
|
|
elsif ( $t == 252 ) { |
|
242
|
0
|
|
|
|
|
|
$a[$i] = unpack 's', pack 'S', $a[$i]; |
|
243
|
0
|
0
|
0
|
|
|
|
undef $a[$i] if $a[$i] > 32740 && $a[$i] < 32768; |
|
244
|
|
|
|
|
|
|
} |
|
245
|
|
|
|
|
|
|
elsif ( $t == 253 ) { |
|
246
|
0
|
|
|
|
|
|
$a[$i] = unpack 'l', pack 'L', $a[$i]; |
|
247
|
0
|
0
|
0
|
|
|
|
undef $a[$i] if $a[$i] > 2147483620 && $a[$i] < 2147483648; |
|
248
|
|
|
|
|
|
|
} |
|
249
|
|
|
|
|
|
|
elsif ( $t == 254 ) { |
|
250
|
0
|
0
|
0
|
|
|
|
undef $a[$i] |
|
|
|
|
0
|
|
|
|
|
|
251
|
|
|
|
|
|
|
if defined $a[$i] and $a[$i] > 1.701e38 || $a[$i] < -1.701e38; |
|
252
|
|
|
|
|
|
|
} |
|
253
|
|
|
|
|
|
|
elsif ( $t == 255 ) { |
|
254
|
0
|
0
|
0
|
|
|
|
undef $a[$i] |
|
|
|
|
0
|
|
|
|
|
|
255
|
|
|
|
|
|
|
if defined $a[$i] |
|
256
|
|
|
|
|
|
|
and $a[$i] > 8.988e307 || $a[$i] < -1.798e308; |
|
257
|
|
|
|
|
|
|
} |
|
258
|
|
|
|
|
|
|
} |
|
259
|
|
|
|
|
|
|
} |
|
260
|
0
|
|
|
|
|
|
return @a; |
|
261
|
|
|
|
|
|
|
} |
|
262
|
|
|
|
|
|
|
|
|
263
|
|
|
|
|
|
|
sub _sqlType($) { |
|
264
|
0
|
0
|
|
0
|
|
|
return 'DOUBLE' if $_[0] == 255; |
|
265
|
0
|
0
|
|
|
|
|
return 'FLOAT' if $_[0] == 254; |
|
266
|
0
|
0
|
|
|
|
|
return 'INT' if $_[0] == 253; |
|
267
|
0
|
0
|
|
|
|
|
return 'SMALLINT' if $_[0] == 252; |
|
268
|
0
|
0
|
|
|
|
|
return 'TINYINT' if $_[0] == 251; |
|
269
|
0
|
0
|
0
|
|
|
|
return "CHAR($_[0])" if $_[0] > 0 && $_[0] < 245; |
|
270
|
0
|
|
|
|
|
|
return undef; |
|
271
|
|
|
|
|
|
|
} |
|
272
|
|
|
|
|
|
|
|
|
273
|
|
|
|
|
|
|
sub sqlType($$) { |
|
274
|
0
|
|
|
0
|
0
|
|
my ( $self, $varNumber ) = @_; |
|
275
|
0
|
0
|
|
|
|
|
return _sqlType( $self->{typlist}[$varNumber] ) if defined $varNumber; |
|
276
|
0
|
|
|
|
|
|
return map { _sqlType($_); } @{ $self->{typlist} }; |
|
|
0
|
|
|
|
|
|
|
|
|
0
|
|
|
|
|
|
|
|
277
|
|
|
|
|
|
|
} |
|
278
|
|
|
|
|
|
|
|
|
279
|
|
|
|
|
|
|
1; |