I am mostly a Matlab user and a Perl n00b. This is my first Perl script.
I have a large fixed width data file that I would like to process into a binary file with a
I modified my code to build a Hash as suggested. I have not incorporate the output to binary yet due to time limitations. Plus I need to figure out how to reference the hash to get the data out and pack it into binary. I don't think that part should be to difficult ... hopefully
On an actual data file (~350MB & 2.0 Million lines) the following code takes approximately 3 minutes to build the hash. CPU usage was 100% on 1 of my cores (nill on the other 3) and Perl memory usage topped out at around 325MB ... until it dumped millions of lines to the prompt. However the print Dump will be replaced with a binary pack.
Please let me know if I am making any rookie mistakes.
#!/usr/bin/perl
use strict;
use warnings;
use Data::Dumper;
my $lineArg1 = $ARGV[0];
open(INFILE, $lineArg1);
my $line;
my @param_names;
my @template;
while ($line = ) {
chomp $line; #Remove New Line
if ($line =~ s/\s+filter = ALL_VALUES//) { #Find parameters and build a list
push @param_names, trim($line);
}
elsif ($line =~ /^----/) {
@template = map {'A'.length} $line =~ /(\S+\s*)/g; #Make template for unpack
$template[-1] = 'A*';
my $data_start_pos = tell INFILE;
last; #Reached start of data exit loop
}
}
my $size = $#param_names+1;
my @getType = ((1) x $size);
my $template = "@template";
my @lineData;
my %dataHash;
my $lineCount = 0;
while ($line = ) {
if ($lineCount % 100000 == 0){
print "On Line: ".$lineCount."\n";
}
if ($line =~ /^\d/) {
chomp($line);
@lineData = unpack $template, $line;
my ($inHeader, $headerIndex) = findStr($lineData[1], @param_names);
if ($inHeader) {
push @{$dataHash{$lineData[1]}{time} }, $lineData[0];
push @{$dataHash{$lineData[1]}{data} }, $lineData[3];
if ($getType[$headerIndex]){ # Things that only need written once
$dataHash{$lineData[1]}{type} = $lineData[2];
$getType[$headerIndex] = 0;
}
}
}
$lineCount ++;
} # END WHILE
close(INFILE);
print Dumper \%dataHash;
#WRITE BINARY FILE and TOC FILE
my %convert = (TXT=>sub{pack 'A*', join "\n", @_}, D=>sub{pack 'd*', @_}, UI=>sub{pack 'L*', @_});
open my $binfile, '>:raw', $lineArg1.'.bin';
open my $tocfile, '>', $lineArg1.'.toc';
for my $param (@param_names){
my $data = $dataHash{$param};
my @toc_line = ($param, $data->{type}, tell $binfile );
print {$binfile} $convert{D}->(@{$data->{time}});
push @toc_line, tell $binfile;
print {$binfile} $convert{$data->{type}}->(@{$data->{data}});
push @toc_line, tell $binfile;
print {$tocfile} join(',',@toc_line,''),"\n";
}
sub trim { #Trim leading and trailing white space
my (@strings) = @_;
foreach my $string (@strings) {
$string =~ s/^\s+//;
$string =~ s/\s+$//;
chomp ($string);
}
return wantarray ? @strings : $strings[0];
} # END SUB
sub findStr { #Return TRUE if string is contained in array.
my $searchStr = shift;
my $i = 0;
foreach ( @_ ) {
if ($_ eq $searchStr){
return (1,$i);
}
$i ++;
}
return (0,-1);
} # END SUB
The output is as follows:
$VAR1 = {
'Param 1' => {
'time' => [
'1.1',
'3.2',
'5.3'
],
'type' => 'UI',
'data' => [
'5',
'10',
'15'
]
},
'Param 2' => {
'time' => [
'4.5',
'6.121'
],
'type' => 'D',
'data' => [
'2.1234',
'3.1234'
]
},
'Param 3' => {
'time' => [
'2.23',
'7.56'
],
'type' => 'TXT',
'data' => [
'Some Text 1',
'Some Text 2'
]
}
};
Here is the output TOC File:
Param 1,UI,0,24,36,
Param 2,D,36,52,68,
Param 3,TXT,68,84,107,
Thanks everyone for their help so far! This is an excellent resource!
EDIT: Added Binary & TOC file writing code.