[Bioperl-l] Bio::DB::Fasta
Lincoln Stein
lstein@cshl.org
Sat, 19 May 2001 23:45:44 -0400 (EDT)
--l8HlqNKjWv
Content-Type: text/plain; charset=us-ascii
Content-Description: message body text
Content-Transfer-Encoding: 7bit
Hi all,
Inspired by Jim Kent's indexed "NIB" file format for primary sequence
data, I recently cooked up a module that allows fast indexed access to
a directory of Fasta files. The neat thing about it is that you can
extract a little bit of subsequence from the middle of an immense
sequence (like a human chromosome) very quickly, and without worrying
much about which file it's in. On my 300 MHz laptop, the module can
extract any 200 bp subsequence from the C. elegans genome plus EST set
in less than 0.02 sec.
Here's a synopsis to give you an idea of what it does:
SYNOPSIS
use Bio::DB::Fasta;
# create database from directory of fasta files
my $db = Bio::DB::Fasta->new('/path/to/fasta/files');
# simple access (for those without Bioperl)
my $seq = $db->seq('CHROMOSOME_I',4_000_000 => 4_100_000);
my $revseq = $db->seq('CHROMOSOME_I',4_100_000 => 4_000_000);
my @ids = $db->ids;
my $length = $db->length('CHROMOSOME_I');
my $moltype = $db->moltype('CHROMOSOME_I');
my $header = $db->header('CHROMOSOME_I');
# Bioperl-style access
my $db = Bio::DB::Fasta->new('/path/to/fasta/files');
my $obj = $db->get_Seq_by_id('CHROMOSOME_I');
my $seq = $obj->seq;
my $subseq = $obj->subseq(4_000_000 => 4_100_000);
my $length = $obj->length;
# (etc)
# BioSeqI-style access
my $stream = Bio::DB::Fasta->new('/path/to/fasta/files')->get_PrimarySeq_stream;
while (my $seq = $stream->next_seq) {
# Bio::PrimarySeqI stuff
}
my $fh = Bio::DB::Fasta->newFh('/path/to/fasta/files');
while (my $seq = <$fh>) {
# Bio::PrimarySeqI stuff
}
# tied hash access
tie %sequences,'Bio::DB::Fasta','/path/to/fasta/files';
print $sequences{'CHROMOSOME_I:1,20000'};
while (my $id = each %sequences) {
print $id," => ",tied(%sequences)->length($id),"\n";
}
I've tried to make the thing compatible with the Bio::PrimarySeqI,
Bio::SeqIO, and Bio::DB:RandomSeqI interfaces.
I'm hoping that this doesn't reinvent something that's already in
Bioperl. (I looked and didn't find it, but I've been burnt before.)
If it's not already there, let me know and I will add the module to
bioperl-live. For those who want to look it over, I've attached the
module to this letter.
Working with Jim Kent, I've also written a C-based module that
accesses Jim's NIB files. It looks like this is going to be part of
Jim's FTPable code library, but if people think appropriate, I can add
that to the bioperl C-code repository.
Lincoln
--l8HlqNKjWv
Content-Type: application/octet-stream
Content-Disposition: attachment;
filename="Bio-DB-Fasta-1.0.tar.gz"
Content-Transfer-Encoding: base64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--l8HlqNKjWv
Content-Type: text/plain; charset=us-ascii
Content-Description: .signature
Content-Transfer-Encoding: 7bit
--
========================================================================
Lincoln D. Stein Cold Spring Harbor Laboratory
lstein@cshl.org Cold Spring Harbor, NY
Positions available at my lab: see http://stein.cshl.org/#hire
========================================================================
--l8HlqNKjWv--