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- /*
- MIT License
- Copyright (c) 2018 Stephen Kamenar
- WHAT: SublimeText-like Fuzzy Search
- USAGE:
- fuzzysort.single('fs', 'Fuzzy Search') // {score: -16}
- fuzzysort.single('test', 'test') // {score: 0}
- fuzzysort.single('doesnt exist', 'target') // null
- fuzzysort.go('mr', ['Monitor.cpp', 'MeshRenderer.cpp'])
- // [{score: -18, target: "MeshRenderer.cpp"}, {score: -6009, target: "Monitor.cpp"}]
- fuzzysort.highlight(fuzzysort.single('fs', 'Fuzzy Search'), '<b>', '</b>')
- // <b>F</b>uzzy <b>S</b>earch
- */
- // UMD (Universal Module Definition) for fuzzysort
- ;(function(root, UMD) {
- if(typeof define === 'function' && define.amd) define([], UMD)
- else if(typeof module === 'object' && module.exports) module.exports = UMD()
- else root.fuzzysort = UMD()
- })(this, function UMD() { function fuzzysortNew(instanceOptions) {
- var fuzzysort = {
- single: function(search, target, options) {
- if(!search) return null
- if(!isObj(search)) search = fuzzysort.getPreparedSearch(search)
- if(!target) return null
- if(!isObj(target)) target = fuzzysort.getPrepared(target)
- var allowTypo = options && options.allowTypo!==undefined ? options.allowTypo
- : instanceOptions && instanceOptions.allowTypo!==undefined ? instanceOptions.allowTypo
- : true
- var algorithm = allowTypo ? fuzzysort.algorithm : fuzzysort.algorithmNoTypo
- return algorithm(search, target, search[0])
- // var threshold = options && options.threshold || instanceOptions && instanceOptions.threshold || -9007199254740991
- // var result = algorithm(search, target, search[0])
- // if(result === null) return null
- // if(result.score < threshold) return null
- // return result
- },
- go: function(search, targets, options) {
- if(!search) return noResults
- search = fuzzysort.prepareSearch(search)
- var searchLowerCode = search[0]
- var threshold = options && options.threshold || instanceOptions && instanceOptions.threshold || -9007199254740991
- var limit = options && options.limit || instanceOptions && instanceOptions.limit || 9007199254740991
- var allowTypo = options && options.allowTypo!==undefined ? options.allowTypo
- : instanceOptions && instanceOptions.allowTypo!==undefined ? instanceOptions.allowTypo
- : true
- var algorithm = allowTypo ? fuzzysort.algorithm : fuzzysort.algorithmNoTypo
- var resultsLen = 0; var limitedCount = 0
- var targetsLen = targets.length
- // This code is copy/pasted 3 times for performance reasons [options.keys, options.key, no keys]
- // options.keys
- if(options && options.keys) {
- var scoreFn = options.scoreFn || defaultScoreFn
- var keys = options.keys
- var keysLen = keys.length
- for(var i = targetsLen - 1; i >= 0; --i) { var obj = targets[i]
- var objResults = new Array(keysLen)
- for (var keyI = keysLen - 1; keyI >= 0; --keyI) {
- var key = keys[keyI]
- var target = getValue(obj, key)
- if(!target) { objResults[keyI] = null; continue }
- if(!isObj(target)) target = fuzzysort.getPrepared(target)
- objResults[keyI] = algorithm(search, target, searchLowerCode)
- }
- objResults.obj = obj // before scoreFn so scoreFn can use it
- var score = scoreFn(objResults)
- if(score === null) continue
- if(score < threshold) continue
- objResults.score = score
- if(resultsLen < limit) { q.add(objResults); ++resultsLen }
- else {
- ++limitedCount
- if(score > q.peek().score) q.replaceTop(objResults)
- }
- }
- // options.key
- } else if(options && options.key) {
- var key = options.key
- for(var i = targetsLen - 1; i >= 0; --i) { var obj = targets[i]
- var target = getValue(obj, key)
- if(!target) continue
- if(!isObj(target)) target = fuzzysort.getPrepared(target)
- var result = algorithm(search, target, searchLowerCode)
- if(result === null) continue
- if(result.score < threshold) continue
- // have to clone result so duplicate targets from different obj can each reference the correct obj
- result = {target:result.target, _targetLowerCodes:null, _nextBeginningIndexes:null, score:result.score, indexes:result.indexes, obj:obj} // hidden
- if(resultsLen < limit) { q.add(result); ++resultsLen }
- else {
- ++limitedCount
- if(result.score > q.peek().score) q.replaceTop(result)
- }
- }
- // no keys
- } else {
- for(var i = targetsLen - 1; i >= 0; --i) { var target = targets[i]
- if(!target) continue
- if(!isObj(target)) target = fuzzysort.getPrepared(target)
- var result = algorithm(search, target, searchLowerCode)
- if(result === null) continue
- if(result.score < threshold) continue
- if(resultsLen < limit) { q.add(result); ++resultsLen }
- else {
- ++limitedCount
- if(result.score > q.peek().score) q.replaceTop(result)
- }
- }
- }
- if(resultsLen === 0) return noResults
- var results = new Array(resultsLen)
- for(var i = resultsLen - 1; i >= 0; --i) results[i] = q.poll()
- results.total = resultsLen + limitedCount
- return results
- },
- goAsync: function(search, targets, options) {
- var canceled = false
- var p = new Promise(function(resolve, reject) {
- if(!search) return resolve(noResults)
- search = fuzzysort.prepareSearch(search)
- var searchLowerCode = search[0]
- var q = fastpriorityqueue()
- var iCurrent = targets.length - 1
- var threshold = options && options.threshold || instanceOptions && instanceOptions.threshold || -9007199254740991
- var limit = options && options.limit || instanceOptions && instanceOptions.limit || 9007199254740991
- var allowTypo = options && options.allowTypo!==undefined ? options.allowTypo
- : instanceOptions && instanceOptions.allowTypo!==undefined ? instanceOptions.allowTypo
- : true
- var algorithm = allowTypo ? fuzzysort.algorithm : fuzzysort.algorithmNoTypo
- var resultsLen = 0; var limitedCount = 0
- function step() {
- if(canceled) return reject('canceled')
- var startMs = Date.now()
- // This code is copy/pasted 3 times for performance reasons [options.keys, options.key, no keys]
- // options.keys
- if(options && options.keys) {
- var scoreFn = options.scoreFn || defaultScoreFn
- var keys = options.keys
- var keysLen = keys.length
- for(; iCurrent >= 0; --iCurrent) { var obj = targets[iCurrent]
- var objResults = new Array(keysLen)
- for (var keyI = keysLen - 1; keyI >= 0; --keyI) {
- var key = keys[keyI]
- var target = getValue(obj, key)
- if(!target) { objResults[keyI] = null; continue }
- if(!isObj(target)) target = fuzzysort.getPrepared(target)
- objResults[keyI] = algorithm(search, target, searchLowerCode)
- }
- objResults.obj = obj // before scoreFn so scoreFn can use it
- var score = scoreFn(objResults)
- if(score === null) continue
- if(score < threshold) continue
- objResults.score = score
- if(resultsLen < limit) { q.add(objResults); ++resultsLen }
- else {
- ++limitedCount
- if(score > q.peek().score) q.replaceTop(objResults)
- }
- if(iCurrent%1000/*itemsPerCheck*/ === 0) {
- if(Date.now() - startMs >= 10/*asyncInterval*/) {
- isNode?setImmediate(step):setTimeout(step)
- return
- }
- }
- }
- // options.key
- } else if(options && options.key) {
- var key = options.key
- for(; iCurrent >= 0; --iCurrent) { var obj = targets[iCurrent]
- var target = getValue(obj, key)
- if(!target) continue
- if(!isObj(target)) target = fuzzysort.getPrepared(target)
- var result = algorithm(search, target, searchLowerCode)
- if(result === null) continue
- if(result.score < threshold) continue
- // have to clone result so duplicate targets from different obj can each reference the correct obj
- result = {target:result.target, _targetLowerCodes:null, _nextBeginningIndexes:null, score:result.score, indexes:result.indexes, obj:obj} // hidden
- if(resultsLen < limit) { q.add(result); ++resultsLen }
- else {
- ++limitedCount
- if(result.score > q.peek().score) q.replaceTop(result)
- }
- if(iCurrent%1000/*itemsPerCheck*/ === 0) {
- if(Date.now() - startMs >= 10/*asyncInterval*/) {
- isNode?setImmediate(step):setTimeout(step)
- return
- }
- }
- }
- // no keys
- } else {
- for(; iCurrent >= 0; --iCurrent) { var target = targets[iCurrent]
- if(!target) continue
- if(!isObj(target)) target = fuzzysort.getPrepared(target)
- var result = algorithm(search, target, searchLowerCode)
- if(result === null) continue
- if(result.score < threshold) continue
- if(resultsLen < limit) { q.add(result); ++resultsLen }
- else {
- ++limitedCount
- if(result.score > q.peek().score) q.replaceTop(result)
- }
- if(iCurrent%1000/*itemsPerCheck*/ === 0) {
- if(Date.now() - startMs >= 10/*asyncInterval*/) {
- isNode?setImmediate(step):setTimeout(step)
- return
- }
- }
- }
- }
- if(resultsLen === 0) return resolve(noResults)
- var results = new Array(resultsLen)
- for(var i = resultsLen - 1; i >= 0; --i) results[i] = q.poll()
- results.total = resultsLen + limitedCount
- resolve(results)
- }
- isNode?setImmediate(step):step()
- })
- p.cancel = function() { canceled = true }
- return p
- },
- highlight: function(result, hOpen, hClose) {
- if(result === null) return null
- if(hOpen === undefined) hOpen = '<b>'
- if(hClose === undefined) hClose = '</b>'
- var highlighted = ''
- var matchesIndex = 0
- var opened = false
- var target = result.target
- var targetLen = target.length
- var matchesBest = result.indexes
- for(var i = 0; i < targetLen; ++i) { var char = target[i]
- if(matchesBest[matchesIndex] === i) {
- ++matchesIndex
- if(!opened) { opened = true
- highlighted += hOpen
- }
- if(matchesIndex === matchesBest.length) {
- highlighted += char + hClose + target.substr(i+1)
- break
- }
- } else {
- if(opened) { opened = false
- highlighted += hClose
- }
- }
- highlighted += char
- }
- return highlighted
- },
- prepare: function(target) {
- if(!target) return
- return {target:target, _targetLowerCodes:fuzzysort.prepareLowerCodes(target), _nextBeginningIndexes:null, score:null, indexes:null, obj:null} // hidden
- },
- prepareSlow: function(target) {
- if(!target) return
- return {target:target, _targetLowerCodes:fuzzysort.prepareLowerCodes(target), _nextBeginningIndexes:fuzzysort.prepareNextBeginningIndexes(target), score:null, indexes:null, obj:null} // hidden
- },
- prepareSearch: function(search) {
- if(!search) return
- return fuzzysort.prepareLowerCodes(search)
- },
- // Below this point is only internal code
- // Below this point is only internal code
- // Below this point is only internal code
- // Below this point is only internal code
- getPrepared: function(target) {
- if(target.length > 999) return fuzzysort.prepare(target) // don't cache huge targets
- var targetPrepared = preparedCache.get(target)
- if(targetPrepared !== undefined) return targetPrepared
- targetPrepared = fuzzysort.prepare(target)
- preparedCache.set(target, targetPrepared)
- return targetPrepared
- },
- getPreparedSearch: function(search) {
- if(search.length > 999) return fuzzysort.prepareSearch(search) // don't cache huge searches
- var searchPrepared = preparedSearchCache.get(search)
- if(searchPrepared !== undefined) return searchPrepared
- searchPrepared = fuzzysort.prepareSearch(search)
- preparedSearchCache.set(search, searchPrepared)
- return searchPrepared
- },
- algorithm: function(searchLowerCodes, prepared, searchLowerCode) {
- var targetLowerCodes = prepared._targetLowerCodes
- var searchLen = searchLowerCodes.length
- var targetLen = targetLowerCodes.length
- var searchI = 0 // where we at
- var targetI = 0 // where you at
- var typoSimpleI = 0
- var matchesSimpleLen = 0
- // very basic fuzzy match; to remove non-matching targets ASAP!
- // walk through target. find sequential matches.
- // if all chars aren't found then exit
- for(;;) {
- var isMatch = searchLowerCode === targetLowerCodes[targetI]
- if(isMatch) {
- matchesSimple[matchesSimpleLen++] = targetI
- ++searchI; if(searchI === searchLen) break
- searchLowerCode = searchLowerCodes[typoSimpleI===0?searchI : (typoSimpleI===searchI?searchI+1 : (typoSimpleI===searchI-1?searchI-1 : searchI))]
- }
- ++targetI; if(targetI >= targetLen) { // Failed to find searchI
- // Check for typo or exit
- // we go as far as possible before trying to transpose
- // then we transpose backwards until we reach the beginning
- for(;;) {
- if(searchI <= 1) return null // not allowed to transpose first char
- if(typoSimpleI === 0) { // we haven't tried to transpose yet
- --searchI
- var searchLowerCodeNew = searchLowerCodes[searchI]
- if(searchLowerCode === searchLowerCodeNew) continue // doesn't make sense to transpose a repeat char
- typoSimpleI = searchI
- } else {
- if(typoSimpleI === 1) return null // reached the end of the line for transposing
- --typoSimpleI
- searchI = typoSimpleI
- searchLowerCode = searchLowerCodes[searchI + 1]
- var searchLowerCodeNew = searchLowerCodes[searchI]
- if(searchLowerCode === searchLowerCodeNew) continue // doesn't make sense to transpose a repeat char
- }
- matchesSimpleLen = searchI
- targetI = matchesSimple[matchesSimpleLen - 1] + 1
- break
- }
- }
- }
- var searchI = 0
- var typoStrictI = 0
- var successStrict = false
- var matchesStrictLen = 0
- var nextBeginningIndexes = prepared._nextBeginningIndexes
- if(nextBeginningIndexes === null) nextBeginningIndexes = prepared._nextBeginningIndexes = fuzzysort.prepareNextBeginningIndexes(prepared.target)
- var firstPossibleI = targetI = matchesSimple[0]===0 ? 0 : nextBeginningIndexes[matchesSimple[0]-1]
- // Our target string successfully matched all characters in sequence!
- // Let's try a more advanced and strict test to improve the score
- // only count it as a match if it's consecutive or a beginning character!
- if(targetI !== targetLen) for(;;) {
- if(targetI >= targetLen) {
- // We failed to find a good spot for this search char, go back to the previous search char and force it forward
- if(searchI <= 0) { // We failed to push chars forward for a better match
- // transpose, starting from the beginning
- ++typoStrictI; if(typoStrictI > searchLen-2) break
- if(searchLowerCodes[typoStrictI] === searchLowerCodes[typoStrictI+1]) continue // doesn't make sense to transpose a repeat char
- targetI = firstPossibleI
- continue
- }
- --searchI
- var lastMatch = matchesStrict[--matchesStrictLen]
- targetI = nextBeginningIndexes[lastMatch]
- } else {
- var isMatch = searchLowerCodes[typoStrictI===0?searchI : (typoStrictI===searchI?searchI+1 : (typoStrictI===searchI-1?searchI-1 : searchI))] === targetLowerCodes[targetI]
- if(isMatch) {
- matchesStrict[matchesStrictLen++] = targetI
- ++searchI; if(searchI === searchLen) { successStrict = true; break }
- ++targetI
- } else {
- targetI = nextBeginningIndexes[targetI]
- }
- }
- }
- { // tally up the score & keep track of matches for highlighting later
- if(successStrict) { var matchesBest = matchesStrict; var matchesBestLen = matchesStrictLen }
- else { var matchesBest = matchesSimple; var matchesBestLen = matchesSimpleLen }
- var score = 0
- var lastTargetI = -1
- for(var i = 0; i < searchLen; ++i) { var targetI = matchesBest[i]
- // score only goes down if they're not consecutive
- if(lastTargetI !== targetI - 1) score -= targetI
- lastTargetI = targetI
- }
- if(!successStrict) {
- score *= 1000
- if(typoSimpleI !== 0) score += -20/*typoPenalty*/
- } else {
- if(typoStrictI !== 0) score += -20/*typoPenalty*/
- }
- score -= targetLen - searchLen
- prepared.score = score
- prepared.indexes = new Array(matchesBestLen); for(var i = matchesBestLen - 1; i >= 0; --i) prepared.indexes[i] = matchesBest[i]
- return prepared
- }
- },
- algorithmNoTypo: function(searchLowerCodes, prepared, searchLowerCode) {
- var targetLowerCodes = prepared._targetLowerCodes
- var searchLen = searchLowerCodes.length
- var targetLen = targetLowerCodes.length
- var searchI = 0 // where we at
- var targetI = 0 // where you at
- var matchesSimpleLen = 0
- // very basic fuzzy match; to remove non-matching targets ASAP!
- // walk through target. find sequential matches.
- // if all chars aren't found then exit
- for(;;) {
- var isMatch = searchLowerCode === targetLowerCodes[targetI]
- if(isMatch) {
- matchesSimple[matchesSimpleLen++] = targetI
- ++searchI; if(searchI === searchLen) break
- searchLowerCode = searchLowerCodes[searchI]
- }
- ++targetI; if(targetI >= targetLen) return null // Failed to find searchI
- }
- var searchI = 0
- var successStrict = false
- var matchesStrictLen = 0
- var nextBeginningIndexes = prepared._nextBeginningIndexes
- if(nextBeginningIndexes === null) nextBeginningIndexes = prepared._nextBeginningIndexes = fuzzysort.prepareNextBeginningIndexes(prepared.target)
- var firstPossibleI = targetI = matchesSimple[0]===0 ? 0 : nextBeginningIndexes[matchesSimple[0]-1]
- // Our target string successfully matched all characters in sequence!
- // Let's try a more advanced and strict test to improve the score
- // only count it as a match if it's consecutive or a beginning character!
- if(targetI !== targetLen) for(;;) {
- if(targetI >= targetLen) {
- // We failed to find a good spot for this search char, go back to the previous search char and force it forward
- if(searchI <= 0) break // We failed to push chars forward for a better match
- --searchI
- var lastMatch = matchesStrict[--matchesStrictLen]
- targetI = nextBeginningIndexes[lastMatch]
- } else {
- var isMatch = searchLowerCodes[searchI] === targetLowerCodes[targetI]
- if(isMatch) {
- matchesStrict[matchesStrictLen++] = targetI
- ++searchI; if(searchI === searchLen) { successStrict = true; break }
- ++targetI
- } else {
- targetI = nextBeginningIndexes[targetI]
- }
- }
- }
- { // tally up the score & keep track of matches for highlighting later
- if(successStrict) { var matchesBest = matchesStrict; var matchesBestLen = matchesStrictLen }
- else { var matchesBest = matchesSimple; var matchesBestLen = matchesSimpleLen }
- var score = 0
- var lastTargetI = -1
- for(var i = 0; i < searchLen; ++i) { var targetI = matchesBest[i]
- // score only goes down if they're not consecutive
- if(lastTargetI !== targetI - 1) score -= targetI
- lastTargetI = targetI
- }
- if(!successStrict) score *= 1000
- score -= targetLen - searchLen
- prepared.score = score
- prepared.indexes = new Array(matchesBestLen); for(var i = matchesBestLen - 1; i >= 0; --i) prepared.indexes[i] = matchesBest[i]
- return prepared
- }
- },
- prepareLowerCodes: function(str) {
- var strLen = str.length
- var lowerCodes = [] // new Array(strLen) sparse array is too slow
- var lower = str.toLowerCase()
- for(var i = 0; i < strLen; ++i) lowerCodes[i] = lower.charCodeAt(i)
- return lowerCodes
- },
- prepareBeginningIndexes: function(target) {
- var targetLen = target.length
- var beginningIndexes = []; var beginningIndexesLen = 0
- var wasUpper = false
- var wasAlphanum = false
- for(var i = 0; i < targetLen; ++i) {
- var targetCode = target.charCodeAt(i)
- var isUpper = targetCode>=65&&targetCode<=90
- var isAlphanum = isUpper || targetCode>=97&&targetCode<=122 || targetCode>=48&&targetCode<=57
- var isBeginning = isUpper && !wasUpper || !wasAlphanum || !isAlphanum
- wasUpper = isUpper
- wasAlphanum = isAlphanum
- if(isBeginning) beginningIndexes[beginningIndexesLen++] = i
- }
- return beginningIndexes
- },
- prepareNextBeginningIndexes: function(target) {
- var targetLen = target.length
- var beginningIndexes = fuzzysort.prepareBeginningIndexes(target)
- var nextBeginningIndexes = [] // new Array(targetLen) sparse array is too slow
- var lastIsBeginning = beginningIndexes[0]
- var lastIsBeginningI = 0
- for(var i = 0; i < targetLen; ++i) {
- if(lastIsBeginning > i) {
- nextBeginningIndexes[i] = lastIsBeginning
- } else {
- lastIsBeginning = beginningIndexes[++lastIsBeginningI]
- nextBeginningIndexes[i] = lastIsBeginning===undefined ? targetLen : lastIsBeginning
- }
- }
- return nextBeginningIndexes
- },
- cleanup: cleanup,
- new: fuzzysortNew,
- }
- return fuzzysort
- } // fuzzysortNew
- // This stuff is outside fuzzysortNew, because it's shared with instances of fuzzysort.new()
- var isNode = typeof require !== 'undefined' && typeof window === 'undefined'
- // var MAX_INT = Number.MAX_SAFE_INTEGER
- // var MIN_INT = Number.MIN_VALUE
- var preparedCache = new Map()
- var preparedSearchCache = new Map()
- var noResults = []; noResults.total = 0
- var matchesSimple = []; var matchesStrict = []
- function cleanup() { preparedCache.clear(); preparedSearchCache.clear(); matchesSimple = []; matchesStrict = [] }
- function defaultScoreFn(a) {
- var max = -9007199254740991
- for (var i = a.length - 1; i >= 0; --i) {
- var result = a[i]; if(result === null) continue
- var score = result.score
- if(score > max) max = score
- }
- if(max === -9007199254740991) return null
- return max
- }
- // prop = 'key' 2.5ms optimized for this case, seems to be about as fast as direct obj[prop]
- // prop = 'key1.key2' 10ms
- // prop = ['key1', 'key2'] 27ms
- function getValue(obj, prop) {
- var tmp = obj[prop]; if(tmp !== undefined) return tmp
- var segs = prop
- if(!Array.isArray(prop)) segs = prop.split('.')
- var len = segs.length
- var i = -1
- while (obj && (++i < len)) obj = obj[segs[i]]
- return obj
- }
- function isObj(x) { return typeof x === 'object' } // faster as a function
- // Hacked version of https://github.com/lemire/FastPriorityQueue.js
- var fastpriorityqueue=function(){var r=[],o=0,e={};function n(){for(var e=0,n=r[e],c=1;c<o;){var f=c+1;e=c,f<o&&r[f].score<r[c].score&&(e=f),r[e-1>>1]=r[e],c=1+(e<<1)}for(var a=e-1>>1;e>0&&n.score<r[a].score;a=(e=a)-1>>1)r[e]=r[a];r[e]=n}return e.add=function(e){var n=o;r[o++]=e;for(var c=n-1>>1;n>0&&e.score<r[c].score;c=(n=c)-1>>1)r[n]=r[c];r[n]=e},e.poll=function(){if(0!==o){var e=r[0];return r[0]=r[--o],n(),e}},e.peek=function(e){if(0!==o)return r[0]},e.replaceTop=function(o){r[0]=o,n()},e};
- var q = fastpriorityqueue() // reuse this, except for async, it needs to make its own
- return fuzzysortNew()
- }) // UMD
- // TODO: (performance) wasm version!?
- // TODO: (performance) layout memory in an optimal way to go fast by avoiding cache misses
- // TODO: (performance) preparedCache is a memory leak
- // TODO: (like sublime) backslash === forwardslash
- // TODO: (performance) i have no idea how well optimized the allowing typos algorithm is
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