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December 25, 2015 13:29
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It uses tri-grams to do a quick fuzzy like search.
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| data_sample = [ | |
| name: "Mrianescu" | |
| coords: [0, 0] | |
| , | |
| name: "Marianescu" | |
| coords: [0, 0] | |
| , | |
| name: "Marian" | |
| coords: [0, 0] | |
| , | |
| name: "Constanta" | |
| coords: [0, 0] | |
| , | |
| name: "Conlutia" | |
| coords: [0, 0] | |
| , | |
| name: "Bucharest" | |
| coords: [0, 0] | |
| , | |
| name: "Restful" | |
| coords: [0, 0] | |
| ] |
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| class Trigram | |
| constructor: (tg, id, score) -> | |
| @tg = tg | |
| @id = id | |
| @score = score | |
| class PseudoFuzzy | |
| constructor: (input, data) -> | |
| @input = input.toLowerCase() | |
| @data = data | |
| @trigrams = this.gen_trigrams_for_data(@data) | |
| gen_trigrams: (input) -> | |
| input_trigrams = [] | |
| range = [0..(input.length-3)] | |
| for sub_index in range | |
| tg = input[sub_index...(3 + sub_index)] | |
| input_trigrams.push tg.toLowerCase() | |
| input_trigrams | |
| gen_trigrams_for_data: (data_sample) -> | |
| trigrams = [] | |
| for obj, id in data_sample | |
| word = " #{obj.name}" | |
| range = [0..(word.length-3)] | |
| for sub_index in range | |
| tg = word[sub_index...(3 + sub_index)].toLowerCase() | |
| trigrams.push new Trigram(tg, id, 1) | |
| trigrams | |
| search: (input) -> | |
| input = " #{@input}" | |
| input_trigrams = this.gen_trigrams(input) | |
| score = [] | |
| ids = [0..@trigrams.length] | |
| for id in ids | |
| sub_trigrams = @trigrams.filter (t) -> t.id == id | |
| sub_score = sub_trigrams.map (trigram) -> | |
| if (input_trigrams.filter (tg) -> tg == trigram.tg).length > 0 then 1 else 0 | |
| if sub_score.length > 0 | |
| score.push | |
| score: sub_score.reduce (x,y) -> x + y | |
| id: id | |
| sorted = score.sort (a, b) -> b.score - a.score | |
| this.get_results(@data, sorted) | |
| get_results: (data, sorted) => | |
| sorted.map (sorted_item) -> | |
| i = data.filter (data_item, id) -> id == sorted_item.id | |
| i[0] | |
| # Testing | |
| fuzzy = new PseudoFuzzy('mar', data_sample) | |
| console.log fuzzy.search() |
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