BigBio = BIG DATA for Ruby
BigBio is an initiative to a create high performance libraries for big data computing in biology.
BigBio may use BioLib C/C++/D functions for increasing performance and reducing memory consumption.
This is an experimental project. If you wish to contribute subscribe to the BioRuby and/or BioLib mailing lists.
- BigBio can translate nucleotide sequences to amino acid sequences using an EMBOSS C function, or BioRuby's translator.
- BigBio has an ORF emitter which parses DNA/RNA sequences and emits ORFs between START_STOP or STOP_STOP codons.
- BigBio has a FASTA file emitter, with iterates FASTA files and iterates sequences without loading everything in memory.
Iterate through a FASTA file
Read a file without loading the whole thing in memory
fasta = FastaReader.new(fn) fasta.each do | rec | print rec.descr,rec.seq end
Write a FASTA file. Any object can be passed in, as long as it responds to 'descr' and 'seq.to_s', or 'id' and 'seq.to_s'. E.g.
class StorageObject attr_accessor :descr, :seq end mysequence = StorageObject.new mysequence.descr = 'Test' mysequence.seq = "agtcta"
now we can write a FASTA file
fasta = FastaWriter.new(fn) fasta.write(mysequence)
Fetch ORFs from a sequence
BigBio can parse a sequence for ORFs. Together with the FastaReader little memory gets used
predictorf = PredictORF.new(id,descr,"ATCATTAGCAACACCAGCTTCCTCTCTCTCGCTTCAAAGTTCACTACTCGTGGATCTCGT") # get all ORFs between start and stop codons, longer than 30 bps orfs = predictorf.startstop(30) # get all sequences between stop codons seqs = predictorf.stopstop(0)
Rapid DNA/RNA to amino acid translation
Translate with EMBOSS C library, if linked, otherwise use BioRuby
trn_table = Bio::Big::TranslationAdapter.translation_table(1) translate = Nucleotide::Translate.new(trn_table) aa_frames = translate.aa_6_frames("ATCATTAGCAACACCAGCTTCCTCTCTCTCGCTTCAAAGTTCACTACTCGTGGATCTCGT")
The easy way
gem install bio-bigbio
in your code
Copyright (c) 2011-2012 Pjotr Prins. See LICENSE for further details.