NAME
PDL::IO::Matlab -- Read and write Matlab format data files.
DESCRIPTION
This module provides routines to read and write pdls to and from data files in Matlab formats. The module uses the matio C library. Both functional and OO interface are provided.
Only real, multi-dimensional arrays corresponding to PDL data types are supported. Compression for both reading and writing is supported.
See the section "CAVEATS" for important information on potential problems when using this module.
SYNOPSIS
use PDL;
use PDL::IO::Matlab qw( matlab_read matlab_write matlab_print_info);
# write two pdls in matlab 5 format
matlab_write('file.dat', $x, $y);
# read an array of piddles
# from file in matlab 4, 5, or 7.3 format.
my @pdls = matlab_read('file.dat');
# write pdl in matlab 7.3 format.
matlab_write('file.dat', 'MAT73', $x);
matlab_print_info('file.dat');
FUNCTIONS
The functional interface.
matlab_read
Usage
Return all arrays in $filename
@pdls = matlab_read($filename);
@pdls = matlab_read($filename, {OPTIONS});
Return first array in $filename
$x = matlab_read($filename);
Do not automatically convert 1xn
and nx1
arrays to 1-d arrays.
@pdls = matlab_read($filename, { onedr => 0 } );
Reads all data in the file $filename
. Formats 4, 5, and 7.3 are supported. Options are passed to "new".
matlab_write
Usage
matlab_write($filename,$x1,$x2,...);
matlab_write($filename,$format,$x1,$x2,...);
Automatically convert n
element, 1-d piddles to 1xn
matlab variables.
matlab_write($filename,$x1,$x2,..., {onedw => 1} );
Automatically convert to nx1
matlab variables.
matlab_write($filename,$x1,$x2,..., {onedw => 2} );
Use zlib compression
matlab_write($filename,$x1,$x2,..., {compress => 1} );
This method writes pdls $x1
, $x2
,.... If present, $format
must be either 'MAT5'
or 'MAT73'
.
matlab_print_info
Usage
# print names and dimensions of variables.
matlab_print_info($filename);
# also print a small amount of the data.
matlab_print_info($filename, { data => 1 });
# This does the same thing.
matlab_print_info($filename, data => 1 );
Print information about the contents of the matlab file $filename
, including the name, dimension and class type of the variables.
METHODS
new
Usage
# open for writing
$mat = PDL::IO::Matlab->new('file.dat', '>', {format => 'MAT5'});
# default format is MAT5
$mat = PDL::IO::Matlab->new('file.dat', '>');
# may use 'w' or '>'
$mat = PDL::IO::Matlab->new('file.dat', 'w');
# supply header
$mat = PDL::IO::Matlab->new('file.dat', '>', { header => 'some text'} );
# read-write with rw or <>
$mat = PDL::IO::Matlab->new('file.dat', 'rw');
# open for reading
$mat = PDL::IO::Matlab->new('file.dat', '<');
Options
- format
-
Either
'MAT5'
or'MAT73'
. - compress
-
Either
1
for yes, or0
for no. - header
-
A header (a string) to write into the file.
- namekey
-
A hash key that will be used to store the matlab name for a variable read from a file in the header of a piddle. The default value is 'NAME'. Thus, the name can be accessed via
$pdl->hdr->{NAME}
. - varbasew
-
The base of the default matlab variable name that will be written in the matlab file along with each piddle. An integer will be appended to the base name. This integer is initialized to zero and is incremented after writing each variable.
The option compress
enables zlib compression if the zlib library is available and if the data file format is 'MAT5'
.
close
Usage
$mat->close;
Close matlab file and free memory associated with $mat
.
read_next
Usage
my $x = $mat->read_next;
print "End of file\n" unless ref($x);
my ($err,$x) = $mat->read_next;
print "End of file\n" if $err;
Read one pdl from file associated with object $mat
.
read_all
Usage
my @pdls = $mat->read_all;
Read all remaining pdls from file associated with object $mat
.
write
Usage
$x2->hdr->{NAME} = 'variablename';
$mat->write($x1,$x2,...);
$mat->write($x1,$x2,...,{OPTIONS});
Append pdls to open file associated with $mat
.
If a piddle has a matlab name stored in the header it will be used as the matlab name written to the file with this piddle. The key is in $pdl->{namekey}
, with default value 'NAME'
. If the name is not in the piddle's header, then a default value will be used.
Options
- onedw
-
In order to write a file that is compatible with Matlab and Octave,
onedw
must be either1
or2
. Ifonedw
is1
then a 1-d pdl of length n is written as a as annx1
pdl (a1xn
matlab variable). Ifonedw
is2
then the output piddle is1xn
and the matlab variablenx1
. Ifonedw
is zero (the default), then the 1-d pdl is written as a 1-d piddle. In the last case, Octave will print an error and fail to read the variable. - compress
-
If
compress
is1
then zlib compression is used, if the library is available and if the format is'MAT5'
.
rewind
Usage
$mat->rewind
Reset pointer to the head of the file.
get_filename
Usage
$mat->get_filename
Return name of file associated with $mat
.
get_header
Usage
$mat->get_header
Return the header string from the matlab data file associated with $mat
.
get_format
Usage
$mat->get_format
Return matlab data file format for file associated with $mat
. One of 'MAT4'
, 'MAT5'
, or 'MAT73'
.
print_all_var_info
Usage
$mat->print_all_var_info;
# also print a small amount of data from each variable.
$mat->print_all_var_info( data => 1 );
Print a summary of all data in the file associated with $mat
(starting from the next unread variable.)
ACCESSOR METHODS
The following are additional accessor methods for the matlab file objects PDL::IO::Matlab.
get_handle set_handle get_mode set_mode get_filename set_filename get_format set_format get_varbasew set_varbasew get_onedw set_onedw get_onedr set_onedr get_namekey set_namekey get_wvarnum set_wvarnum get_compress set_compress
CAVEATS
complicating factors
There are two complicating factors when using matlab files with PDL. First, matlab does not support one-dimensional vectors. Thus, a 1-d pdl must be represented as either a 1 x n
of a n x 1
matlab variable. Second, matlab stores matrices in column-major order, while pdl stores them in row-major order.
- one-dimensional pdls
-
You can write 1-d pdls to a file with this module. This module can then read the file. But, Octave will fail to read the file and print an error message. See "write" for how this is handled.
- column- vs. row major
-
Data written by Octave (PDL) will be read by PDL (Octave) with indices transposed. On the todo list is an option to physically or logically transpose the data on reading and writing.
- Octave requires distinct matlab variable names
-
With this module, you may write more than one variable, each with the same name, (the matlab name; not the pdl identifier, or variable, name), to a file in MAT5 format. This module is then able to read all pdls from this file. But, Octave, when reading this file, will overwrite all but the last occurrence of the variable with the last occurrence. See the method "write".
Trying to write two pdls with the same matlab variable name in MAT73 format will cause an error.
other missing features, bugs
When trying to read an unsupported matlab data type from a file, this module will throw an error. Supporting other data types or optionally skipping them is on the todo list.
Random access of variables in a file is on the todo list. The underlying matio library supports this.
This module is currently built with some hardcoded data from a PDL installation, that may contain platform-specific (linux) features. It may fail to build or function correctly when used on other platforms.
AUTHOR
John Lapeyre, <jlapeyre at cpan.org>
The matio library was written by Christopher C. Hulbert.
LICENSE AND COPYRIGHT
Copyright 2012 John Lapeyre.
This program is free software; you can redistribute it and/or modify it under the terms of either: the GNU General Public License as published by the Free Software Foundation; or the Artistic License.
See http://dev.perl.org/licenses/ for more information.
The matio library included here is Copyright 2011 Christopher C. Hulbert. All rights reserved. See the file matio-1.5/COPYING in the source distribution of this module.