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128 lines
3.9 KiB
128 lines
3.9 KiB
const addWeightWithBoost = (option, query) => { |
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option.weight = calculateWeight(option.clean, query) * option.clean.boost |
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return option |
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} |
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const clean = (text) => |
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text |
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.trim() |
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.replace(/['’]/g, '') |
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.replace(/[.,"/#!$%^&*;:{}=\-_`~()]/g, ' ') |
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.toLowerCase() |
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const cleanseOption = (option) => { |
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const synonyms = (option.synonyms || []).map(clean) |
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option.clean = { |
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name: clean(option.name), |
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nameWithoutStopWords: removeStopWords(option.name), |
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synonyms, |
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synonymsWithoutStopWords: synonyms.map(removeStopWords), |
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boost: option.boost || 1 |
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} |
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return option |
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} |
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const hasWeight = (option) => option.weight > 0 |
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const byWeightThenAlphabetically = (a, b) => { |
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if (a.weight > b.weight) return -1 |
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if (a.weight < b.weight) return 1 |
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if (a.name < b.name) return -1 |
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if (a.name > b.name) return 1 |
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return 0 |
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} |
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const optionName = (option) => option.name |
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const exactMatch = (word, query) => word === query |
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const startsWithRegExp = (query) => new RegExp('\\b' + query, 'i') |
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const startsWith = (word, query) => word.search(startsWithRegExp(query)) === 0 |
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const wordsStartsWithQuery = (word, regExps) => |
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regExps.every((regExp) => word.search(regExp) >= 0) |
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const anyMatch = (words, query, evaluatorFunc) => words.some((word) => evaluatorFunc(word, query)) |
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const synonymsExactMatch = (synonyms, query) => anyMatch(synonyms, query, exactMatch) |
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const synonymsStartsWith = (synonyms, query) => anyMatch(synonyms, query, startsWith) |
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const wordInSynonymStartsWithQuery = (synonyms, startsWithQueryWordsRegexes) => |
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anyMatch(synonyms, startsWithQueryWordsRegexes, wordsStartsWithQuery) |
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const calculateWeight = ({ name, synonyms, nameWithoutStopWords, synonymsWithoutStopWords }, query) => { |
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const queryWithoutStopWords = removeStopWords(query) |
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if (exactMatch(name, query)) return 100 |
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if (exactMatch(nameWithoutStopWords, queryWithoutStopWords)) return 95 |
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if (synonymsExactMatch(synonyms, query)) return 75 |
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if (synonymsExactMatch(synonymsWithoutStopWords, queryWithoutStopWords)) return 70 |
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if (startsWith(name, query)) return 60 |
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if (startsWith(nameWithoutStopWords, queryWithoutStopWords)) return 55 |
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if (synonymsStartsWith(synonyms, query)) return 50 |
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if (synonymsStartsWith(synonyms, queryWithoutStopWords)) return 40 |
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const startsWithRegExps = queryWithoutStopWords |
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.split(/\s+/) |
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.map(startsWithRegExp) |
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if (wordsStartsWithQuery(nameWithoutStopWords, startsWithRegExps)) return 25 |
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if (wordInSynonymStartsWithQuery(synonymsWithoutStopWords, startsWithRegExps)) return 10 |
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return 0 |
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} |
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const stopWords = ['the', 'of', 'in', 'and', 'at', '&'] |
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const removeStopWords = (text) => { |
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const isAllStopWords = text |
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.trim() |
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.split(' ') |
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.every((word) => stopWords.includes(word)) |
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if (isAllStopWords) { |
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return text |
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} |
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const regex = new RegExp( |
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stopWords.map((word) => `(\\s+)?${word}(\\s+)?`).join('|'), |
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'gi' |
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) |
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return text.replace(regex, ' ').trim() |
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} |
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export const sort = (query, options) => { |
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const cleanQuery = clean(query) |
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return options |
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.map(cleanseOption) |
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.map((option) => addWeightWithBoost(option, cleanQuery)) |
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.filter(hasWeight) |
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.sort(byWeightThenAlphabetically) |
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.map(optionName) |
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} |
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export const suggestion = (value, options) => { |
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const option = options.find((o) => o.name === value) |
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if (option) { |
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const html = option.append ? `<span>${value}</span> <span class="autocomplete__option__append">${option.append}</span>` : `<span>${value}</span>` |
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return option.hint ? `${html}<div class="autocomplete__option__hint">${option.hint}</div>` : html |
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} else { |
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return '<span>No results found</span>' |
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} |
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} |
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export const enhanceOption = (option) => { |
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return { |
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name: option.label, |
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synonyms: (option.getAttribute('data-synonyms') ? option.getAttribute('data-synonyms').split('|') : []), |
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append: option.getAttribute('data-append'), |
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hint: option.getAttribute('data-hint'), |
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boost: parseFloat(option.getAttribute('data-boost')) || 1 |
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} |
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}
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