module Noodall module Search STOPWORDS = ["about", "above", "above", "across", "after", "afterwards", "again", "against", "all", "almost", "alone", "along", "already", "also", "although", "always", "among", "amongst", "amoungst", "amount", "and", "another", "any", "anyhow", "anyone", "anything", "anyway", "anywhere", "are", "around", "back", "became", "because", "become", "becomes", "becoming", "been", "before", "beforehand", "behind", "being", "below", "beside", "besides", "between", "beyond", "bill", "both", "bottom", "but", "call", "can", "cannot", "cant", "con", "could", "couldnt", "cry", "describe", "detail", "done", "down", "due", "during", "each", "eight", "either", "eleven", "else", "elsewhere", "empty", "enough", "etc", "even", "ever", "every", "everyone", "everything", "everywhere", "except", "few", "fifteen", "fify", "fill", "find", "fire", "first", "five", "for", "former", "formerly", "forty", "found", "four", "from", "front", "full", "further", "get", "give", "had", "has", "hasnt", "have", "hence", "her", "here", "hereafter", "hereby", "herein", "hereupon", "hers", "herself", "him", "himself", "his", "how", "however", "hundred", "inc", "indeed", "interest", "into", "its", "itself", "keep", "last", "latter", "latterly", "least", "less", "ltd", "made", "many", "may", "meanwhile", "might", "mill", "mine", "more", "moreover", "most", "mostly", "move", "much", "must", "myself", "name", "namely", "neither", "never", "nevertheless", "next", "nine", "nobody", "none", "noone", "nor", "not", "nothing", "now", "nowhere", "off", "often", "once", "one", "only", "onto", "other", "others", "otherwise", "our", "ours", "ourselves", "out", "over", "own", "part", "per", "perhaps", "please", "put", "rather", "same", "see", "seem", "seemed", "seeming", "seems", "serious", "several", "she", "should", "show", "side", "since", "sincere", "six", "sixty", "some", "somehow", "someone", "something", "sometime", "sometimes", "somewhere", "still", "such", "system", "take", "ten", "than", "that", "the", "the", "their", "them", "themselves", "then", "thence", "there", "thereafter", "thereby", "therefore", "therein", "thereupon", "these", "they", "thickv", "thin", "third", "this", "those", "though", "three", "through", "throughout", "thru", "thus", "together", "too", "top", "toward", "towards", "twelve", "twenty", "two", "under", "until", "upon", "very", "via", "was", "well", "were", "what", "whatever", "when", "whence", "whenever", "where", "whereafter", "whereas", "whereby", "wherein", "whereupon", "wherever", "whether", "which", "while", "whither", "who", "whoever", "whole", "whom", "whose", "why", "will", "with", "within", "without", "would", "yet", "you", "your", "yours", "yourself", "yourselves"] def self.configure(model) require 'lingua/stemmer' model.class_eval do key :_keywords, Array, :index => true attr_accessor :relevance before_save :_update_keywords end end module ClassMethods def searchable_keys(*keys) @searchable_keys ||= Set.new @searchable_keys += keys @searchable_keys end def language(lang = 'en') @language ||= lang end def stemmer @stemmer ||= Lingua::Stemmer.new(:language => language) end def search(query, options = {}) if options[:per_page] || options[:per_page] per_page = options.delete(:per_page) page = options.delete(:page) end plucky_query = query(options.reverse_merge( :order => 'relevance DESC' )) criteria = plucky_query.criteria.to_hash options = plucky_query.options.to_hash # Extract words from the query and clean up words = query.downcase.split(/\W/) - STOPWORDS words.reject!{|w| w.length < 3} # add stemmed words to the array of words words = stem(words) | words criteria.merge!( :_keywords => { :$in => words } ) # The Search result search_result = collection.map_reduce(search_map(words), search_reduce, :query => criteria) # Add value to sort options because model is stored in the value key options[:sort].map! do |s,v| ["value.#{s}",v] end search_query = Plucky::Query.new(search_result, options) if per_page results = search_query.paginate(:per_page => per_page, :page => page) else results = search_query.all end # clean up tmp collection search_result.drop #return results mappped to objects results.tap do |docs| docs.map! { |hash| load(hash['value']) } end end def stem(words) words.map { |word| stemmer.stem(word) } end def search_map(words) #convert words into Regex OR q = words.map do |k| Regexp.escape(k) end.join("|") "function(){" + "this.relevance = this._keywords.filter(" + "function(z){" + "return String(z).match(/(#{q})/);" + "}).length;" + "emit(this._id, this);" + "}" end def search_reduce "function( key , values ){return values[0];}" end def search_finalize "function( key , values ){return values.model;}" end end module InstanceMethods protected def _update_keywords self._keywords = [] self.class.searchable_keys.each do |search_key| self._keywords += keywords_for_value(send(search_key)).compact end end private def keywords_for_value(val) if val.kind_of?(String) words = val.downcase.split(/\W/) - STOPWORDS words.reject!{|w| w.length < 3} words.map do |word| stem = self.class.stemmer.stem(word) if stem != word [stem, word] else word end end.flatten elsif val.kind_of?(Array) val.map { |e| keywords_for_value(stemmer, e) }.flatten else [val] end end end end end