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An example of using ngram analysis in ElasticSearch with the Tire rubygem · GitHub
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An example of using ngram analysis in ElasticSearch with the Tire rubygem
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| # An example of using ngram analysis in ElasticSearch with the Tire rubygem | |
| # ========================================================================== | |
| # The original, raw example: https://gist.github.com/988923 | |
| require 'rubygems' | |
| require 'tire' | |
| require 'yajl/json_gem' | |
| class URL | |
| def initialize(attributes={}) | |
| @attributes = attributes | |
| end | |
| def type | |
| 'url' | |
| end | |
| def to_indexed_json | |
| @attributes.to_json | |
| end | |
| end | |
| Tire.index('ngrams-and-tire') do | |
| delete | |
| create :settings => { | |
| "index" => { | |
| "analysis" => { | |
| "filter" => { | |
| # Let's define a custom ngram filter | |
| # | |
| "url_ngram" => { | |
| "type" => "nGram", | |
| "max_gram" => 5, | |
| "min_gram" => 3}, | |
| # Let's define a custom stop words filter | |
| # | |
| "url_stop" => { | |
| "type" => "stop", | |
| "stopwords" => ["http", "https"] | |
| } | |
| }, | |
| "analyzer" => { | |
| "url_analyzer" => { | |
| # First, lowercase everything with the built-in tokenizer | |
| # | |
| "tokenizer" => "lowercase", | |
| # Then, define our analyzer chain: remove generic stopwords, | |
| # remove URL specific stopwords, apply our custom ngram filter | |
| # | |
| "filter" => ["stop", "url_stop", "url_ngram"], | |
| "type" => "custom" | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| :mappings => { | |
| "url" => { | |
| "properties" => { | |
| "url" => { | |
| "boost" => 10, | |
| "type" => "string", | |
| # Let's use our custom analyzer for the `url` field | |
| # | |
| "analyzer" => "url_analyzer" | |
| } | |
| } | |
| } | |
| } | |
| store URL.new :url => "https://urlaubinkroatien.de" | |
| store URL.new :url => "https://urlaub-in-kroatien.de" | |
| store URL.new :url => "https://besteurlaubinkroatien.de" | |
| store URL.new :url => "https://kroatien.de" | |
| refresh | |
| end | |
| s = Tire.search('ngrams-and-tire') { query { string 'url:urlaub' } } | |
| puts "QUERY > url:urlaub", | |
| s.results.map(&:url).inspect, | |
| "" | |
| s = Tire.search('ngrams-and-tire') { query { string 'url:kroatien' } } | |
| puts "QUERY > url:kroatien", | |
| s.results.map(&:url).inspect, | |
| "" |
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Hello @karmi, when can we expect a new tire release? Or will you just keep the master branch always stable (as in "not broken")?