module Searchkick module Reindex # https://gist.github.com/jarosan/3124884 # http://www.elasticsearch.org/blog/changing-mapping-with-zero-downtime/ def reindex(options = {}) skip_import = options[:import] == false alias_name = searchkick_index.name new_name = alias_name + "_" + Time.now.strftime("%Y%m%d%H%M%S%L") index = Searchkick::Index.new(new_name) clean_indices index.create searchkick_index_options # check if alias exists if Searchkick.client.indices.exists_alias(name: alias_name) # import before swap searchkick_import(index) unless skip_import # get existing indices to remove old_indices = Searchkick.client.indices.get_alias(name: alias_name).keys actions = old_indices.map{|name| {remove: {index: name, alias: alias_name}} } + [{add: {index: new_name, alias: alias_name}}] Searchkick.client.indices.update_aliases body: {actions: actions} clean_indices else searchkick_index.delete if searchkick_index.exists? Searchkick.client.indices.update_aliases body: {actions: [{add: {index: new_name, alias: alias_name}}]} # import after swap searchkick_import(index) unless skip_import end index.refresh true end # remove old indices that start w/ index_name def clean_indices all_indices = Searchkick.client.indices.get_aliases indices = all_indices.select{|k, v| v["aliases"].empty? && k =~ /\A#{Regexp.escape(searchkick_index.name)}_\d{14,17}\z/ }.keys indices.each do |index| Searchkick::Index.new(index).delete end indices end def self.extended(klass) @descendents ||= [] @descendents << klass unless @descendents.include?(klass) end private def searchkick_import(index) batch_size = searchkick_options[:batch_size] || 1000 # use scope for import scope = searchkick_klass scope = scope.search_import if scope.respond_to?(:search_import) if scope.respond_to?(:find_in_batches) scope.find_in_batches batch_size: batch_size do |batch| index.import batch.select{|item| item.should_index? } end else # https://github.com/karmi/tire/blob/master/lib/tire/model/import.rb # use cursor for Mongoid items = [] scope.all.each do |item| items << item if item.should_index? if items.length == batch_size index.import items items = [] end end index.import items end end def searchkick_index_options options = searchkick_options if options[:mappings] and !options[:merge_mappings] settings = options[:settings] || {} mappings = options[:mappings] else settings = { analysis: { analyzer: { searchkick_keyword: { type: "custom", tokenizer: "keyword", filter: ["lowercase", "searchkick_stemmer"] }, default_index: { type: "custom", tokenizer: "standard", # synonym should come last, after stemming and shingle # shingle must come before searchkick_stemmer filter: ["standard", "lowercase", "asciifolding", "searchkick_index_shingle", "searchkick_stemmer"] }, searchkick_search: { type: "custom", tokenizer: "standard", filter: ["standard", "lowercase", "asciifolding", "searchkick_search_shingle", "searchkick_stemmer"] }, searchkick_search2: { type: "custom", tokenizer: "standard", filter: ["standard", "lowercase", "asciifolding", "searchkick_stemmer"] }, # https://github.com/leschenko/elasticsearch_autocomplete/blob/master/lib/elasticsearch_autocomplete/analyzers.rb searchkick_autocomplete_index: { type: "custom", tokenizer: "searchkick_autocomplete_ngram", filter: ["lowercase", "asciifolding"] }, searchkick_autocomplete_search: { type: "custom", tokenizer: "keyword", filter: ["lowercase", "asciifolding"] }, searchkick_word_search: { type: "custom", tokenizer: "standard", filter: ["lowercase", "asciifolding"] }, searchkick_suggest_index: { type: "custom", tokenizer: "standard", filter: ["lowercase", "asciifolding", "searchkick_suggest_shingle"] }, searchkick_text_start_index: { type: "custom", tokenizer: "keyword", filter: ["lowercase", "asciifolding", "searchkick_edge_ngram"] }, searchkick_text_middle_index: { type: "custom", tokenizer: "keyword", filter: ["lowercase", "asciifolding", "searchkick_ngram"] }, searchkick_text_end_index: { type: "custom", tokenizer: "keyword", filter: ["lowercase", "asciifolding", "reverse", "searchkick_edge_ngram", "reverse"] }, searchkick_word_start_index: { type: "custom", tokenizer: "standard", filter: ["lowercase", "asciifolding", "searchkick_edge_ngram"] }, searchkick_word_middle_index: { type: "custom", tokenizer: "standard", filter: ["lowercase", "asciifolding", "searchkick_ngram"] }, searchkick_word_end_index: { type: "custom", tokenizer: "standard", filter: ["lowercase", "asciifolding", "reverse", "searchkick_edge_ngram", "reverse"] } }, filter: { searchkick_index_shingle: { type: "shingle", token_separator: "" }, # lucky find http://web.archiveorange.com/archive/v/AAfXfQ17f57FcRINsof7 searchkick_search_shingle: { type: "shingle", token_separator: "", output_unigrams: false, output_unigrams_if_no_shingles: true }, searchkick_suggest_shingle: { type: "shingle", max_shingle_size: 5 }, searchkick_edge_ngram: { type: "edgeNGram", min_gram: 1, max_gram: 50 }, searchkick_ngram: { type: "nGram", min_gram: 1, max_gram: 50 }, searchkick_stemmer: { type: "snowball", language: options[:language] || "English" } }, tokenizer: { searchkick_autocomplete_ngram: { type: "edgeNGram", min_gram: 1, max_gram: 50 } } } } if searchkick_env == "test" settings.merge!(number_of_shards: 1, number_of_replicas: 0) end settings.deep_merge!(options[:settings] || {}) # synonyms synonyms = options[:synonyms] || [] if synonyms.any? settings[:analysis][:filter][:searchkick_synonym] = { type: "synonym", synonyms: synonyms.select{|s| s.size > 1 }.map{|s| s.join(",") } } # choosing a place for the synonym filter when stemming is not easy # https://groups.google.com/forum/#!topic/elasticsearch/p7qcQlgHdB8 # TODO use a snowball stemmer on synonyms when creating the token filter # http://elasticsearch-users.115913.n3.nabble.com/synonym-multi-words-search-td4030811.html # I find the following approach effective if you are doing multi-word synonyms (synonym phrases): # - Only apply the synonym expansion at index time # - Don't have the synonym filter applied search # - Use directional synonyms where appropriate. You want to make sure that you're not injecting terms that are too general. settings[:analysis][:analyzer][:default_index][:filter].insert(4, "searchkick_synonym") settings[:analysis][:analyzer][:default_index][:filter] << "searchkick_synonym" end if options[:special_characters] == false settings[:analysis][:analyzer].each do |analyzer, analyzer_settings| analyzer_settings[:filter].reject!{|f| f == "asciifolding" } end end mapping = {} # conversions if options[:conversions] mapping[:conversions] = { type: "nested", properties: { query: {type: "string", analyzer: "searchkick_keyword"}, count: {type: "integer"} } } end mapping_options = Hash[ [:autocomplete, :suggest, :text_start, :text_middle, :text_end, :word_start, :word_middle, :word_end] .map{|type| [type, (options[type] || []).map(&:to_s)] } ] mapping_options.values.flatten.uniq.each do |field| field_mapping = { type: "multi_field", fields: { field => {type: "string", index: "not_analyzed"}, "analyzed" => {type: "string", index: "analyzed"} # term_vector: "with_positions_offsets" for fast / correct highlighting # http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-request-highlighting.html#_fast_vector_highlighter } } mapping_options.each do |type, fields| if fields.include?(field) field_mapping[:fields][type] = {type: "string", index: "analyzed", analyzer: "searchkick_#{type}_index"} end end mapping[field] = field_mapping end (options[:locations] || []).each do |field| mapping[field] = { type: "geo_point" } end mappings = { _default_: { properties: mapping, # https://gist.github.com/kimchy/2898285 dynamic_templates: [ { string_template: { match: "*", match_mapping_type: "string", mapping: { # http://www.elasticsearch.org/guide/reference/mapping/multi-field-type/ type: "multi_field", fields: { # analyzed field must be the default field for include_in_all # http://www.elasticsearch.org/guide/reference/mapping/multi-field-type/ # however, we can include the not_analyzed field in _all # and the _all index analyzer will take care of it "{name}" => {type: "string", index: "not_analyzed"}, "analyzed" => {type: "string", index: "analyzed"} } } } } ] } }.deep_merge(options[:mappings] || {}) end { settings: settings, mappings: mappings } end end end