begin require 'yajl' rescue LoadError require 'json' end require 'linguist/sha256' require 'linguist/classifier' require 'linguist/shebang' module Linguist # Model for accessing classifier training data. module Samples # Path to samples root directory ROOT = File.expand_path("../../../samples", __FILE__) # Path for serialized samples db PATH = File.expand_path('../samples.json', __FILE__) # Hash of serialized samples object, cached in memory def self.cache @cache ||= load_samples end # Hash of serialized samples object, uncached def self.load_samples serializer = defined?(Yajl) ? Yajl : JSON serializer.load(File.read(PATH, encoding: 'utf-8')) end # Public: Iterate over each sample. # # &block - Yields Sample to block # # Returns nothing. def self.each(&block) Dir.entries(ROOT).sort!.each do |category| next if category == '.' || category == '..' dirname = File.join(ROOT, category) Dir.entries(dirname).each do |filename| next if filename == '.' || filename == '..' if filename == 'filenames' Dir.entries(File.join(dirname, filename)).each do |subfilename| next if subfilename == '.' || subfilename == '..' yield({ :path => File.join(dirname, filename, subfilename), :language => category, :filename => subfilename }) end else path = File.join(dirname, filename) extname = File.extname(filename) yield({ :path => path, :language => category, :interpreter => Shebang.interpreter(File.read(path)), :extname => extname.empty? ? nil : extname }) end end end nil end # Public: Build Classifier from all samples. # # Returns trained Classifier. def self.data db = {} db['extnames'] = {} db['interpreters'] = {} db['filenames'] = {} each do |sample| language_name = sample[:language] if sample[:extname] db['extnames'][language_name] ||= [] if !db['extnames'][language_name].include?(sample[:extname]) db['extnames'][language_name] << sample[:extname] db['extnames'][language_name].sort! end end if sample[:interpreter] db['interpreters'][language_name] ||= [] if !db['interpreters'][language_name].include?(sample[:interpreter]) db['interpreters'][language_name] << sample[:interpreter] db['interpreters'][language_name].sort! end end if sample[:filename] db['filenames'][language_name] ||= [] db['filenames'][language_name] << sample[:filename] db['filenames'][language_name].sort! end data = File.read(sample[:path]) Classifier.train!(db, language_name, data) end db['sha256'] = Linguist::SHA256.hexdigest(db) db end end end