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- /**
- * Fuse.js v6.4.3 - Lightweight fuzzy-search (http://fusejs.io)
- *
- * Copyright (c) 2020 Kiro Risk (http://kiro.me)
- * All Rights Reserved. Apache Software License 2.0
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- */
- function isArray(value) {
- return !Array.isArray
- ? getTag(value) === '[object Array]'
- : Array.isArray(value)
- }
- // Adapted from: https://github.com/lodash/lodash/blob/master/.internal/baseToString.js
- const INFINITY = 1 / 0;
- function baseToString(value) {
- // Exit early for strings to avoid a performance hit in some environments.
- if (typeof value == 'string') {
- return value
- }
- let result = value + '';
- return result == '0' && 1 / value == -INFINITY ? '-0' : result
- }
- function toString(value) {
- return value == null ? '' : baseToString(value)
- }
- function isString(value) {
- return typeof value === 'string'
- }
- function isNumber(value) {
- return typeof value === 'number'
- }
- // Adapted from: https://github.com/lodash/lodash/blob/master/isBoolean.js
- function isBoolean(value) {
- return (
- value === true ||
- value === false ||
- (isObjectLike(value) && getTag(value) == '[object Boolean]')
- )
- }
- function isObject(value) {
- return typeof value === 'object'
- }
- // Checks if `value` is object-like.
- function isObjectLike(value) {
- return isObject(value) && value !== null
- }
- function isDefined(value) {
- return value !== undefined && value !== null
- }
- function isBlank(value) {
- return !value.trim().length
- }
- // Gets the `toStringTag` of `value`.
- // Adapted from: https://github.com/lodash/lodash/blob/master/.internal/getTag.js
- function getTag(value) {
- return value == null
- ? value === undefined
- ? '[object Undefined]'
- : '[object Null]'
- : Object.prototype.toString.call(value)
- }
- const EXTENDED_SEARCH_UNAVAILABLE = 'Extended search is not available';
- const INCORRECT_INDEX_TYPE = "Incorrect 'index' type";
- const LOGICAL_SEARCH_INVALID_QUERY_FOR_KEY = (key) =>
- `Invalid value for key ${key}`;
- const PATTERN_LENGTH_TOO_LARGE = (max) =>
- `Pattern length exceeds max of ${max}.`;
- const MISSING_KEY_PROPERTY = (name) => `Missing ${name} property in key`;
- const INVALID_KEY_WEIGHT_VALUE = (key) =>
- `Property 'weight' in key '${key}' must be a positive integer`;
- const hasOwn = Object.prototype.hasOwnProperty;
- class KeyStore {
- constructor(keys) {
- this._keys = [];
- this._keyMap = {};
- let totalWeight = 0;
- keys.forEach((key) => {
- let obj = createKey(key);
- totalWeight += obj.weight;
- this._keys.push(obj);
- this._keyMap[obj.id] = obj;
- totalWeight += obj.weight;
- });
- // Normalize weights so that their sum is equal to 1
- this._keys.forEach((key) => {
- key.weight /= totalWeight;
- });
- }
- get(keyId) {
- return this._keyMap[keyId]
- }
- keys() {
- return this._keys
- }
- toJSON() {
- return JSON.stringify(this._keys)
- }
- }
- function createKey(key) {
- let path = null;
- let id = null;
- let src = null;
- let weight = 1;
- if (isString(key) || isArray(key)) {
- src = key;
- path = createKeyPath(key);
- id = createKeyId(key);
- } else {
- if (!hasOwn.call(key, 'name')) {
- throw new Error(MISSING_KEY_PROPERTY('name'))
- }
- const name = key.name;
- src = name;
- if (hasOwn.call(key, 'weight')) {
- weight = key.weight;
- if (weight <= 0) {
- throw new Error(INVALID_KEY_WEIGHT_VALUE(name))
- }
- }
- path = createKeyPath(name);
- id = createKeyId(name);
- }
- return { path, id, weight, src }
- }
- function createKeyPath(key) {
- return isArray(key) ? key : key.split('.')
- }
- function createKeyId(key) {
- return isArray(key) ? key.join('.') : key
- }
- function get(obj, path) {
- let list = [];
- let arr = false;
- const deepGet = (obj, path, index) => {
- if (!isDefined(obj)) {
- return
- }
- if (!path[index]) {
- // If there's no path left, we've arrived at the object we care about.
- list.push(obj);
- } else {
- let key = path[index];
- const value = obj[key];
- if (!isDefined(value)) {
- return
- }
- // If we're at the last value in the path, and if it's a string/number/bool,
- // add it to the list
- if (
- index === path.length - 1 &&
- (isString(value) || isNumber(value) || isBoolean(value))
- ) {
- list.push(toString(value));
- } else if (isArray(value)) {
- arr = true;
- // Search each item in the array.
- for (let i = 0, len = value.length; i < len; i += 1) {
- deepGet(value[i], path, index + 1);
- }
- } else if (path.length) {
- // An object. Recurse further.
- deepGet(value, path, index + 1);
- }
- }
- };
- // Backwards compatibility (since path used to be a string)
- deepGet(obj, isString(path) ? path.split('.') : path, 0);
- return arr ? list : list[0]
- }
- const MatchOptions = {
- // Whether the matches should be included in the result set. When `true`, each record in the result
- // set will include the indices of the matched characters.
- // These can consequently be used for highlighting purposes.
- includeMatches: false,
- // When `true`, the matching function will continue to the end of a search pattern even if
- // a perfect match has already been located in the string.
- findAllMatches: false,
- // Minimum number of characters that must be matched before a result is considered a match
- minMatchCharLength: 1
- };
- const BasicOptions = {
- // When `true`, the algorithm continues searching to the end of the input even if a perfect
- // match is found before the end of the same input.
- isCaseSensitive: false,
- // When true, the matching function will continue to the end of a search pattern even if
- includeScore: false,
- // List of properties that will be searched. This also supports nested properties.
- keys: [],
- // Whether to sort the result list, by score
- shouldSort: true,
- // Default sort function: sort by ascending score, ascending index
- sortFn: (a, b) =>
- a.score === b.score ? (a.idx < b.idx ? -1 : 1) : a.score < b.score ? -1 : 1
- };
- const FuzzyOptions = {
- // Approximately where in the text is the pattern expected to be found?
- location: 0,
- // At what point does the match algorithm give up. A threshold of '0.0' requires a perfect match
- // (of both letters and location), a threshold of '1.0' would match anything.
- threshold: 0.6,
- // Determines how close the match must be to the fuzzy location (specified above).
- // An exact letter match which is 'distance' characters away from the fuzzy location
- // would score as a complete mismatch. A distance of '0' requires the match be at
- // the exact location specified, a threshold of '1000' would require a perfect match
- // to be within 800 characters of the fuzzy location to be found using a 0.8 threshold.
- distance: 100
- };
- const AdvancedOptions = {
- // When `true`, it enables the use of unix-like search commands
- useExtendedSearch: false,
- // The get function to use when fetching an object's properties.
- // The default will search nested paths *ie foo.bar.baz*
- getFn: get,
- // When `true`, search will ignore `location` and `distance`, so it won't matter
- // where in the string the pattern appears.
- // More info: https://fusejs.io/concepts/scoring-theory.html#fuzziness-score
- ignoreLocation: false,
- // When `true`, the calculation for the relevance score (used for sorting) will
- // ignore the field-length norm.
- // More info: https://fusejs.io/concepts/scoring-theory.html#field-length-norm
- ignoreFieldNorm: false
- };
- var Config = {
- ...BasicOptions,
- ...MatchOptions,
- ...FuzzyOptions,
- ...AdvancedOptions
- };
- const SPACE = /[^ ]+/g;
- // Field-length norm: the shorter the field, the higher the weight.
- // Set to 3 decimals to reduce index size.
- function norm(mantissa = 3) {
- const cache = new Map();
- return {
- get(value) {
- const numTokens = value.match(SPACE).length;
- if (cache.has(numTokens)) {
- return cache.get(numTokens)
- }
- const n = parseFloat((1 / Math.sqrt(numTokens)).toFixed(mantissa));
- cache.set(numTokens, n);
- return n
- },
- clear() {
- cache.clear();
- }
- }
- }
- class FuseIndex {
- constructor({ getFn = Config.getFn } = {}) {
- this.norm = norm(3);
- this.getFn = getFn;
- this.isCreated = false;
- this.setIndexRecords();
- }
- setSources(docs = []) {
- this.docs = docs;
- }
- setIndexRecords(records = []) {
- this.records = records;
- }
- setKeys(keys = []) {
- this.keys = keys;
- this._keysMap = {};
- keys.forEach((key, idx) => {
- this._keysMap[key.id] = idx;
- });
- }
- create() {
- if (this.isCreated || !this.docs.length) {
- return
- }
- this.isCreated = true;
- // List is Array<String>
- if (isString(this.docs[0])) {
- this.docs.forEach((doc, docIndex) => {
- this._addString(doc, docIndex);
- });
- } else {
- // List is Array<Object>
- this.docs.forEach((doc, docIndex) => {
- this._addObject(doc, docIndex);
- });
- }
- this.norm.clear();
- }
- // Adds a doc to the end of the index
- add(doc) {
- const idx = this.size();
- if (isString(doc)) {
- this._addString(doc, idx);
- } else {
- this._addObject(doc, idx);
- }
- }
- // Removes the doc at the specified index of the index
- removeAt(idx) {
- this.records.splice(idx, 1);
- // Change ref index of every subsquent doc
- for (let i = idx, len = this.size(); i < len; i += 1) {
- this.records[i].i -= 1;
- }
- }
- getValueForItemAtKeyId(item, keyId) {
- return item[this._keysMap[keyId]]
- }
- size() {
- return this.records.length
- }
- _addString(doc, docIndex) {
- if (!isDefined(doc) || isBlank(doc)) {
- return
- }
- let record = {
- v: doc,
- i: docIndex,
- n: this.norm.get(doc)
- };
- this.records.push(record);
- }
- _addObject(doc, docIndex) {
- let record = { i: docIndex, $: {} };
- // Iterate over every key (i.e, path), and fetch the value at that key
- this.keys.forEach((key, keyIndex) => {
- // console.log(key)
- let value = this.getFn(doc, key.path);
- if (!isDefined(value)) {
- return
- }
- if (isArray(value)) {
- let subRecords = [];
- const stack = [{ nestedArrIndex: -1, value }];
- while (stack.length) {
- const { nestedArrIndex, value } = stack.pop();
- if (!isDefined(value)) {
- continue
- }
- if (isString(value) && !isBlank(value)) {
- let subRecord = {
- v: value,
- i: nestedArrIndex,
- n: this.norm.get(value)
- };
- subRecords.push(subRecord);
- } else if (isArray(value)) {
- value.forEach((item, k) => {
- stack.push({
- nestedArrIndex: k,
- value: item
- });
- });
- }
- }
- record.$[keyIndex] = subRecords;
- } else if (!isBlank(value)) {
- let subRecord = {
- v: value,
- n: this.norm.get(value)
- };
- record.$[keyIndex] = subRecord;
- }
- });
- this.records.push(record);
- }
- toJSON() {
- return {
- keys: this.keys,
- records: this.records
- }
- }
- }
- function createIndex(keys, docs, { getFn = Config.getFn } = {}) {
- const myIndex = new FuseIndex({ getFn });
- myIndex.setKeys(keys.map(createKey));
- myIndex.setSources(docs);
- myIndex.create();
- return myIndex
- }
- function parseIndex(data, { getFn = Config.getFn } = {}) {
- const { keys, records } = data;
- const myIndex = new FuseIndex({ getFn });
- myIndex.setKeys(keys);
- myIndex.setIndexRecords(records);
- return myIndex
- }
- function transformMatches(result, data) {
- const matches = result.matches;
- data.matches = [];
- if (!isDefined(matches)) {
- return
- }
- matches.forEach((match) => {
- if (!isDefined(match.indices) || !match.indices.length) {
- return
- }
- const { indices, value } = match;
- let obj = {
- indices,
- value
- };
- if (match.key) {
- obj.key = match.key.src;
- }
- if (match.idx > -1) {
- obj.refIndex = match.idx;
- }
- data.matches.push(obj);
- });
- }
- function transformScore(result, data) {
- data.score = result.score;
- }
- function computeScore(
- pattern,
- {
- errors = 0,
- currentLocation = 0,
- expectedLocation = 0,
- distance = Config.distance,
- ignoreLocation = Config.ignoreLocation
- } = {}
- ) {
- const accuracy = errors / pattern.length;
- if (ignoreLocation) {
- return accuracy
- }
- const proximity = Math.abs(expectedLocation - currentLocation);
- if (!distance) {
- // Dodge divide by zero error.
- return proximity ? 1.0 : accuracy
- }
- return accuracy + proximity / distance
- }
- function convertMaskToIndices(
- matchmask = [],
- minMatchCharLength = Config.minMatchCharLength
- ) {
- let indices = [];
- let start = -1;
- let end = -1;
- let i = 0;
- for (let len = matchmask.length; i < len; i += 1) {
- let match = matchmask[i];
- if (match && start === -1) {
- start = i;
- } else if (!match && start !== -1) {
- end = i - 1;
- if (end - start + 1 >= minMatchCharLength) {
- indices.push([start, end]);
- }
- start = -1;
- }
- }
- // (i-1 - start) + 1 => i - start
- if (matchmask[i - 1] && i - start >= minMatchCharLength) {
- indices.push([start, i - 1]);
- }
- return indices
- }
- // Machine word size
- const MAX_BITS = 32;
- function search(
- text,
- pattern,
- patternAlphabet,
- {
- location = Config.location,
- distance = Config.distance,
- threshold = Config.threshold,
- findAllMatches = Config.findAllMatches,
- minMatchCharLength = Config.minMatchCharLength,
- includeMatches = Config.includeMatches,
- ignoreLocation = Config.ignoreLocation
- } = {}
- ) {
- if (pattern.length > MAX_BITS) {
- throw new Error(PATTERN_LENGTH_TOO_LARGE(MAX_BITS))
- }
- const patternLen = pattern.length;
- // Set starting location at beginning text and initialize the alphabet.
- const textLen = text.length;
- // Handle the case when location > text.length
- const expectedLocation = Math.max(0, Math.min(location, textLen));
- // Highest score beyond which we give up.
- let currentThreshold = threshold;
- // Is there a nearby exact match? (speedup)
- let bestLocation = expectedLocation;
- // Performance: only computer matches when the minMatchCharLength > 1
- // OR if `includeMatches` is true.
- const computeMatches = minMatchCharLength > 1 || includeMatches;
- // A mask of the matches, used for building the indices
- const matchMask = computeMatches ? Array(textLen) : [];
- let index;
- // Get all exact matches, here for speed up
- while ((index = text.indexOf(pattern, bestLocation)) > -1) {
- let score = computeScore(pattern, {
- currentLocation: index,
- expectedLocation,
- distance,
- ignoreLocation
- });
- currentThreshold = Math.min(score, currentThreshold);
- bestLocation = index + patternLen;
- if (computeMatches) {
- let i = 0;
- while (i < patternLen) {
- matchMask[index + i] = 1;
- i += 1;
- }
- }
- }
- // Reset the best location
- bestLocation = -1;
- let lastBitArr = [];
- let finalScore = 1;
- let binMax = patternLen + textLen;
- const mask = 1 << (patternLen - 1);
- for (let i = 0; i < patternLen; i += 1) {
- // Scan for the best match; each iteration allows for one more error.
- // Run a binary search to determine how far from the match location we can stray
- // at this error level.
- let binMin = 0;
- let binMid = binMax;
- while (binMin < binMid) {
- const score = computeScore(pattern, {
- errors: i,
- currentLocation: expectedLocation + binMid,
- expectedLocation,
- distance,
- ignoreLocation
- });
- if (score <= currentThreshold) {
- binMin = binMid;
- } else {
- binMax = binMid;
- }
- binMid = Math.floor((binMax - binMin) / 2 + binMin);
- }
- // Use the result from this iteration as the maximum for the next.
- binMax = binMid;
- let start = Math.max(1, expectedLocation - binMid + 1);
- let finish = findAllMatches
- ? textLen
- : Math.min(expectedLocation + binMid, textLen) + patternLen;
- // Initialize the bit array
- let bitArr = Array(finish + 2);
- bitArr[finish + 1] = (1 << i) - 1;
- for (let j = finish; j >= start; j -= 1) {
- let currentLocation = j - 1;
- let charMatch = patternAlphabet[text.charAt(currentLocation)];
- if (computeMatches) {
- // Speed up: quick bool to int conversion (i.e, `charMatch ? 1 : 0`)
- matchMask[currentLocation] = +!!charMatch;
- }
- // First pass: exact match
- bitArr[j] = ((bitArr[j + 1] << 1) | 1) & charMatch;
- // Subsequent passes: fuzzy match
- if (i) {
- bitArr[j] |=
- ((lastBitArr[j + 1] | lastBitArr[j]) << 1) | 1 | lastBitArr[j + 1];
- }
- if (bitArr[j] & mask) {
- finalScore = computeScore(pattern, {
- errors: i,
- currentLocation,
- expectedLocation,
- distance,
- ignoreLocation
- });
- // This match will almost certainly be better than any existing match.
- // But check anyway.
- if (finalScore <= currentThreshold) {
- // Indeed it is
- currentThreshold = finalScore;
- bestLocation = currentLocation;
- // Already passed `loc`, downhill from here on in.
- if (bestLocation <= expectedLocation) {
- break
- }
- // When passing `bestLocation`, don't exceed our current distance from `expectedLocation`.
- start = Math.max(1, 2 * expectedLocation - bestLocation);
- }
- }
- }
- // No hope for a (better) match at greater error levels.
- const score = computeScore(pattern, {
- errors: i + 1,
- currentLocation: expectedLocation,
- expectedLocation,
- distance,
- ignoreLocation
- });
- if (score > currentThreshold) {
- break
- }
- lastBitArr = bitArr;
- }
- const result = {
- isMatch: bestLocation >= 0,
- // Count exact matches (those with a score of 0) to be "almost" exact
- score: Math.max(0.001, finalScore)
- };
- if (computeMatches) {
- const indices = convertMaskToIndices(matchMask, minMatchCharLength);
- if (!indices.length) {
- result.isMatch = false;
- } else if (includeMatches) {
- result.indices = indices;
- }
- }
- return result
- }
- function createPatternAlphabet(pattern) {
- let mask = {};
- for (let i = 0, len = pattern.length; i < len; i += 1) {
- const char = pattern.charAt(i);
- mask[char] = (mask[char] || 0) | (1 << (len - i - 1));
- }
- return mask
- }
- class BitapSearch {
- constructor(
- pattern,
- {
- location = Config.location,
- threshold = Config.threshold,
- distance = Config.distance,
- includeMatches = Config.includeMatches,
- findAllMatches = Config.findAllMatches,
- minMatchCharLength = Config.minMatchCharLength,
- isCaseSensitive = Config.isCaseSensitive,
- ignoreLocation = Config.ignoreLocation
- } = {}
- ) {
- this.options = {
- location,
- threshold,
- distance,
- includeMatches,
- findAllMatches,
- minMatchCharLength,
- isCaseSensitive,
- ignoreLocation
- };
- this.pattern = isCaseSensitive ? pattern : pattern.toLowerCase();
- this.chunks = [];
- if (!this.pattern.length) {
- return
- }
- const addChunk = (pattern, startIndex) => {
- this.chunks.push({
- pattern,
- alphabet: createPatternAlphabet(pattern),
- startIndex
- });
- };
- const len = this.pattern.length;
- if (len > MAX_BITS) {
- let i = 0;
- const remainder = len % MAX_BITS;
- const end = len - remainder;
- while (i < end) {
- addChunk(this.pattern.substr(i, MAX_BITS), i);
- i += MAX_BITS;
- }
- if (remainder) {
- const startIndex = len - MAX_BITS;
- addChunk(this.pattern.substr(startIndex), startIndex);
- }
- } else {
- addChunk(this.pattern, 0);
- }
- }
- searchIn(text) {
- const { isCaseSensitive, includeMatches } = this.options;
- if (!isCaseSensitive) {
- text = text.toLowerCase();
- }
- // Exact match
- if (this.pattern === text) {
- let result = {
- isMatch: true,
- score: 0
- };
- if (includeMatches) {
- result.indices = [[0, text.length - 1]];
- }
- return result
- }
- // Otherwise, use Bitap algorithm
- const {
- location,
- distance,
- threshold,
- findAllMatches,
- minMatchCharLength,
- ignoreLocation
- } = this.options;
- let allIndices = [];
- let totalScore = 0;
- let hasMatches = false;
- this.chunks.forEach(({ pattern, alphabet, startIndex }) => {
- const { isMatch, score, indices } = search(text, pattern, alphabet, {
- location: location + startIndex,
- distance,
- threshold,
- findAllMatches,
- minMatchCharLength,
- includeMatches,
- ignoreLocation
- });
- if (isMatch) {
- hasMatches = true;
- }
- totalScore += score;
- if (isMatch && indices) {
- allIndices = [...allIndices, ...indices];
- }
- });
- let result = {
- isMatch: hasMatches,
- score: hasMatches ? totalScore / this.chunks.length : 1
- };
- if (hasMatches && includeMatches) {
- result.indices = allIndices;
- }
- return result
- }
- }
- class BaseMatch {
- constructor(pattern) {
- this.pattern = pattern;
- }
- static isMultiMatch(pattern) {
- return getMatch(pattern, this.multiRegex)
- }
- static isSingleMatch(pattern) {
- return getMatch(pattern, this.singleRegex)
- }
- search(/*text*/) {}
- }
- function getMatch(pattern, exp) {
- const matches = pattern.match(exp);
- return matches ? matches[1] : null
- }
- // Token: 'file
- class ExactMatch extends BaseMatch {
- constructor(pattern) {
- super(pattern);
- }
- static get type() {
- return 'exact'
- }
- static get multiRegex() {
- return /^="(.*)"$/
- }
- static get singleRegex() {
- return /^=(.*)$/
- }
- search(text) {
- const isMatch = text === this.pattern;
- return {
- isMatch,
- score: isMatch ? 0 : 1,
- indices: [0, this.pattern.length - 1]
- }
- }
- }
- // Token: !fire
- class InverseExactMatch extends BaseMatch {
- constructor(pattern) {
- super(pattern);
- }
- static get type() {
- return 'inverse-exact'
- }
- static get multiRegex() {
- return /^!"(.*)"$/
- }
- static get singleRegex() {
- return /^!(.*)$/
- }
- search(text) {
- const index = text.indexOf(this.pattern);
- const isMatch = index === -1;
- return {
- isMatch,
- score: isMatch ? 0 : 1,
- indices: [0, text.length - 1]
- }
- }
- }
- // Token: ^file
- class PrefixExactMatch extends BaseMatch {
- constructor(pattern) {
- super(pattern);
- }
- static get type() {
- return 'prefix-exact'
- }
- static get multiRegex() {
- return /^\^"(.*)"$/
- }
- static get singleRegex() {
- return /^\^(.*)$/
- }
- search(text) {
- const isMatch = text.startsWith(this.pattern);
- return {
- isMatch,
- score: isMatch ? 0 : 1,
- indices: [0, this.pattern.length - 1]
- }
- }
- }
- // Token: !^fire
- class InversePrefixExactMatch extends BaseMatch {
- constructor(pattern) {
- super(pattern);
- }
- static get type() {
- return 'inverse-prefix-exact'
- }
- static get multiRegex() {
- return /^!\^"(.*)"$/
- }
- static get singleRegex() {
- return /^!\^(.*)$/
- }
- search(text) {
- const isMatch = !text.startsWith(this.pattern);
- return {
- isMatch,
- score: isMatch ? 0 : 1,
- indices: [0, text.length - 1]
- }
- }
- }
- // Token: .file$
- class SuffixExactMatch extends BaseMatch {
- constructor(pattern) {
- super(pattern);
- }
- static get type() {
- return 'suffix-exact'
- }
- static get multiRegex() {
- return /^"(.*)"\$$/
- }
- static get singleRegex() {
- return /^(.*)\$$/
- }
- search(text) {
- const isMatch = text.endsWith(this.pattern);
- return {
- isMatch,
- score: isMatch ? 0 : 1,
- indices: [text.length - this.pattern.length, text.length - 1]
- }
- }
- }
- // Token: !.file$
- class InverseSuffixExactMatch extends BaseMatch {
- constructor(pattern) {
- super(pattern);
- }
- static get type() {
- return 'inverse-suffix-exact'
- }
- static get multiRegex() {
- return /^!"(.*)"\$$/
- }
- static get singleRegex() {
- return /^!(.*)\$$/
- }
- search(text) {
- const isMatch = !text.endsWith(this.pattern);
- return {
- isMatch,
- score: isMatch ? 0 : 1,
- indices: [0, text.length - 1]
- }
- }
- }
- class FuzzyMatch extends BaseMatch {
- constructor(
- pattern,
- {
- location = Config.location,
- threshold = Config.threshold,
- distance = Config.distance,
- includeMatches = Config.includeMatches,
- findAllMatches = Config.findAllMatches,
- minMatchCharLength = Config.minMatchCharLength,
- isCaseSensitive = Config.isCaseSensitive,
- ignoreLocation = Config.ignoreLocation
- } = {}
- ) {
- super(pattern);
- this._bitapSearch = new BitapSearch(pattern, {
- location,
- threshold,
- distance,
- includeMatches,
- findAllMatches,
- minMatchCharLength,
- isCaseSensitive,
- ignoreLocation
- });
- }
- static get type() {
- return 'fuzzy'
- }
- static get multiRegex() {
- return /^"(.*)"$/
- }
- static get singleRegex() {
- return /^(.*)$/
- }
- search(text) {
- return this._bitapSearch.searchIn(text)
- }
- }
- // Token: 'file
- class IncludeMatch extends BaseMatch {
- constructor(pattern) {
- super(pattern);
- }
- static get type() {
- return 'include'
- }
- static get multiRegex() {
- return /^'"(.*)"$/
- }
- static get singleRegex() {
- return /^'(.*)$/
- }
- search(text) {
- let location = 0;
- let index;
- const indices = [];
- const patternLen = this.pattern.length;
- // Get all exact matches
- while ((index = text.indexOf(this.pattern, location)) > -1) {
- location = index + patternLen;
- indices.push([index, location - 1]);
- }
- const isMatch = !!indices.length;
- return {
- isMatch,
- score: isMatch ? 1 : 0,
- indices
- }
- }
- }
- // ❗Order is important. DO NOT CHANGE.
- const searchers = [
- ExactMatch,
- IncludeMatch,
- PrefixExactMatch,
- InversePrefixExactMatch,
- InverseSuffixExactMatch,
- SuffixExactMatch,
- InverseExactMatch,
- FuzzyMatch
- ];
- const searchersLen = searchers.length;
- // Regex to split by spaces, but keep anything in quotes together
- const SPACE_RE = / +(?=([^\"]*\"[^\"]*\")*[^\"]*$)/;
- const OR_TOKEN = '|';
- // Return a 2D array representation of the query, for simpler parsing.
- // Example:
- // "^core go$ | rb$ | py$ xy$" => [["^core", "go$"], ["rb$"], ["py$", "xy$"]]
- function parseQuery(pattern, options = {}) {
- return pattern.split(OR_TOKEN).map((item) => {
- let query = item
- .trim()
- .split(SPACE_RE)
- .filter((item) => item && !!item.trim());
- let results = [];
- for (let i = 0, len = query.length; i < len; i += 1) {
- const queryItem = query[i];
- // 1. Handle multiple query match (i.e, once that are quoted, like `"hello world"`)
- let found = false;
- let idx = -1;
- while (!found && ++idx < searchersLen) {
- const searcher = searchers[idx];
- let token = searcher.isMultiMatch(queryItem);
- if (token) {
- results.push(new searcher(token, options));
- found = true;
- }
- }
- if (found) {
- continue
- }
- // 2. Handle single query matches (i.e, once that are *not* quoted)
- idx = -1;
- while (++idx < searchersLen) {
- const searcher = searchers[idx];
- let token = searcher.isSingleMatch(queryItem);
- if (token) {
- results.push(new searcher(token, options));
- break
- }
- }
- }
- return results
- })
- }
- // These extended matchers can return an array of matches, as opposed
- // to a singl match
- const MultiMatchSet = new Set([FuzzyMatch.type, IncludeMatch.type]);
- /**
- * Command-like searching
- * ======================
- *
- * Given multiple search terms delimited by spaces.e.g. `^jscript .python$ ruby !java`,
- * search in a given text.
- *
- * Search syntax:
- *
- * | Token | Match type | Description |
- * | ----------- | -------------------------- | -------------------------------------- |
- * | `jscript` | fuzzy-match | Items that fuzzy match `jscript` |
- * | `=scheme` | exact-match | Items that are `scheme` |
- * | `'python` | include-match | Items that include `python` |
- * | `!ruby` | inverse-exact-match | Items that do not include `ruby` |
- * | `^java` | prefix-exact-match | Items that start with `java` |
- * | `!^earlang` | inverse-prefix-exact-match | Items that do not start with `earlang` |
- * | `.js$` | suffix-exact-match | Items that end with `.js` |
- * | `!.go$` | inverse-suffix-exact-match | Items that do not end with `.go` |
- *
- * A single pipe character acts as an OR operator. For example, the following
- * query matches entries that start with `core` and end with either`go`, `rb`,
- * or`py`.
- *
- * ```
- * ^core go$ | rb$ | py$
- * ```
- */
- class ExtendedSearch {
- constructor(
- pattern,
- {
- isCaseSensitive = Config.isCaseSensitive,
- includeMatches = Config.includeMatches,
- minMatchCharLength = Config.minMatchCharLength,
- ignoreLocation = Config.ignoreLocation,
- findAllMatches = Config.findAllMatches,
- location = Config.location,
- threshold = Config.threshold,
- distance = Config.distance
- } = {}
- ) {
- this.query = null;
- this.options = {
- isCaseSensitive,
- includeMatches,
- minMatchCharLength,
- findAllMatches,
- ignoreLocation,
- location,
- threshold,
- distance
- };
- this.pattern = isCaseSensitive ? pattern : pattern.toLowerCase();
- this.query = parseQuery(this.pattern, this.options);
- }
- static condition(_, options) {
- return options.useExtendedSearch
- }
- searchIn(text) {
- const query = this.query;
- if (!query) {
- return {
- isMatch: false,
- score: 1
- }
- }
- const { includeMatches, isCaseSensitive } = this.options;
- text = isCaseSensitive ? text : text.toLowerCase();
- let numMatches = 0;
- let allIndices = [];
- let totalScore = 0;
- // ORs
- for (let i = 0, qLen = query.length; i < qLen; i += 1) {
- const searchers = query[i];
- // Reset indices
- allIndices.length = 0;
- numMatches = 0;
- // ANDs
- for (let j = 0, pLen = searchers.length; j < pLen; j += 1) {
- const searcher = searchers[j];
- const { isMatch, indices, score } = searcher.search(text);
- if (isMatch) {
- numMatches += 1;
- totalScore += score;
- if (includeMatches) {
- const type = searcher.constructor.type;
- if (MultiMatchSet.has(type)) {
- allIndices = [...allIndices, ...indices];
- } else {
- allIndices.push(indices);
- }
- }
- } else {
- totalScore = 0;
- numMatches = 0;
- allIndices.length = 0;
- break
- }
- }
- // OR condition, so if TRUE, return
- if (numMatches) {
- let result = {
- isMatch: true,
- score: totalScore / numMatches
- };
- if (includeMatches) {
- result.indices = allIndices;
- }
- return result
- }
- }
- // Nothing was matched
- return {
- isMatch: false,
- score: 1
- }
- }
- }
- const registeredSearchers = [];
- function register(...args) {
- registeredSearchers.push(...args);
- }
- function createSearcher(pattern, options) {
- for (let i = 0, len = registeredSearchers.length; i < len; i += 1) {
- let searcherClass = registeredSearchers[i];
- if (searcherClass.condition(pattern, options)) {
- return new searcherClass(pattern, options)
- }
- }
- return new BitapSearch(pattern, options)
- }
- const LogicalOperator = {
- AND: '$and',
- OR: '$or'
- };
- const KeyType = {
- PATH: '$path',
- PATTERN: '$val'
- };
- const isExpression = (query) =>
- !!(query[LogicalOperator.AND] || query[LogicalOperator.OR]);
- const isPath = (query) => !!query[KeyType.PATH];
- const isLeaf = (query) =>
- !isArray(query) && isObject(query) && !isExpression(query);
- const convertToExplicit = (query) => ({
- [LogicalOperator.AND]: Object.keys(query).map((key) => ({
- [key]: query[key]
- }))
- });
- // When `auto` is `true`, the parse function will infer and initialize and add
- // the appropriate `Searcher` instance
- function parse(query, options, { auto = true } = {}) {
- const next = (query) => {
- let keys = Object.keys(query);
- const isQueryPath = isPath(query);
- if (!isQueryPath && keys.length > 1 && !isExpression(query)) {
- return next(convertToExplicit(query))
- }
- if (isLeaf(query)) {
- const key = isQueryPath ? query[KeyType.PATH] : keys[0];
- const pattern = isQueryPath ? query[KeyType.PATTERN] : query[key];
- if (!isString(pattern)) {
- throw new Error(LOGICAL_SEARCH_INVALID_QUERY_FOR_KEY(key))
- }
- const obj = {
- keyId: createKeyId(key),
- pattern
- };
- if (auto) {
- obj.searcher = createSearcher(pattern, options);
- }
- return obj
- }
- let node = {
- children: [],
- operator: keys[0]
- };
- keys.forEach((key) => {
- const value = query[key];
- if (isArray(value)) {
- value.forEach((item) => {
- node.children.push(next(item));
- });
- }
- });
- return node
- };
- if (!isExpression(query)) {
- query = convertToExplicit(query);
- }
- return next(query)
- }
- class Fuse {
- constructor(docs, options = {}, index) {
- this.options = { ...Config, ...options };
- if (
- this.options.useExtendedSearch &&
- !true
- ) {
- throw new Error(EXTENDED_SEARCH_UNAVAILABLE)
- }
- this._keyStore = new KeyStore(this.options.keys);
- this.setCollection(docs, index);
- }
- setCollection(docs, index) {
- this._docs = docs;
- if (index && !(index instanceof FuseIndex)) {
- throw new Error(INCORRECT_INDEX_TYPE)
- }
- this._myIndex =
- index ||
- createIndex(this.options.keys, this._docs, {
- getFn: this.options.getFn
- });
- }
- add(doc) {
- if (!isDefined(doc)) {
- return
- }
- this._docs.push(doc);
- this._myIndex.add(doc);
- }
- remove(predicate = (/* doc, idx */) => false) {
- const results = [];
- for (let i = 0, len = this._docs.length; i < len; i += 1) {
- const doc = this._docs[i];
- if (predicate(doc, i)) {
- this.removeAt(i);
- i -= 1;
- len -= 1;
- results.push(doc);
- }
- }
- return results
- }
- removeAt(idx) {
- this._docs.splice(idx, 1);
- this._myIndex.removeAt(idx);
- }
- getIndex() {
- return this._myIndex
- }
- search(query, { limit = -1 } = {}) {
- const {
- includeMatches,
- includeScore,
- shouldSort,
- sortFn,
- ignoreFieldNorm
- } = this.options;
- let results = isString(query)
- ? isString(this._docs[0])
- ? this._searchStringList(query)
- : this._searchObjectList(query)
- : this._searchLogical(query);
- computeScore$1(results, { ignoreFieldNorm });
- if (shouldSort) {
- results.sort(sortFn);
- }
- if (isNumber(limit) && limit > -1) {
- results = results.slice(0, limit);
- }
- return format(results, this._docs, {
- includeMatches,
- includeScore
- })
- }
- _searchStringList(query) {
- const searcher = createSearcher(query, this.options);
- const { records } = this._myIndex;
- const results = [];
- // Iterate over every string in the index
- records.forEach(({ v: text, i: idx, n: norm }) => {
- if (!isDefined(text)) {
- return
- }
- const { isMatch, score, indices } = searcher.searchIn(text);
- if (isMatch) {
- results.push({
- item: text,
- idx,
- matches: [{ score, value: text, norm, indices }]
- });
- }
- });
- return results
- }
- _searchLogical(query) {
- const expression = parse(query, this.options);
- const evaluate = (node, item, idx) => {
- if (!node.children) {
- const { keyId, searcher } = node;
- const matches = this._findMatches({
- key: this._keyStore.get(keyId),
- value: this._myIndex.getValueForItemAtKeyId(item, keyId),
- searcher
- });
- if (matches && matches.length) {
- return [
- {
- idx,
- item,
- matches
- }
- ]
- }
- return []
- }
- /*eslint indent: [2, 2, {"SwitchCase": 1}]*/
- switch (node.operator) {
- case LogicalOperator.AND: {
- const res = [];
- for (let i = 0, len = node.children.length; i < len; i += 1) {
- const child = node.children[i];
- const result = evaluate(child, item, idx);
- if (result.length) {
- res.push(...result);
- } else {
- return []
- }
- }
- return res
- }
- case LogicalOperator.OR: {
- const res = [];
- for (let i = 0, len = node.children.length; i < len; i += 1) {
- const child = node.children[i];
- const result = evaluate(child, item, idx);
- if (result.length) {
- res.push(...result);
- break
- }
- }
- return res
- }
- }
- };
- const records = this._myIndex.records;
- const resultMap = {};
- const results = [];
- records.forEach(({ $: item, i: idx }) => {
- if (isDefined(item)) {
- let expResults = evaluate(expression, item, idx);
- if (expResults.length) {
- // Dedupe when adding
- if (!resultMap[idx]) {
- resultMap[idx] = { idx, item, matches: [] };
- results.push(resultMap[idx]);
- }
- expResults.forEach(({ matches }) => {
- resultMap[idx].matches.push(...matches);
- });
- }
- }
- });
- return results
- }
- _searchObjectList(query) {
- const searcher = createSearcher(query, this.options);
- const { keys, records } = this._myIndex;
- const results = [];
- // List is Array<Object>
- records.forEach(({ $: item, i: idx }) => {
- if (!isDefined(item)) {
- return
- }
- let matches = [];
- // Iterate over every key (i.e, path), and fetch the value at that key
- keys.forEach((key, keyIndex) => {
- matches.push(
- ...this._findMatches({
- key,
- value: item[keyIndex],
- searcher
- })
- );
- });
- if (matches.length) {
- results.push({
- idx,
- item,
- matches
- });
- }
- });
- return results
- }
- _findMatches({ key, value, searcher }) {
- if (!isDefined(value)) {
- return []
- }
- let matches = [];
- if (isArray(value)) {
- value.forEach(({ v: text, i: idx, n: norm }) => {
- if (!isDefined(text)) {
- return
- }
- const { isMatch, score, indices } = searcher.searchIn(text);
- if (isMatch) {
- matches.push({
- score,
- key,
- value: text,
- idx,
- norm,
- indices
- });
- }
- });
- } else {
- const { v: text, n: norm } = value;
- const { isMatch, score, indices } = searcher.searchIn(text);
- if (isMatch) {
- matches.push({ score, key, value: text, norm, indices });
- }
- }
- return matches
- }
- }
- // Practical scoring function
- function computeScore$1(results, { ignoreFieldNorm = Config.ignoreFieldNorm }) {
- results.forEach((result) => {
- let totalScore = 1;
- result.matches.forEach(({ key, norm, score }) => {
- const weight = key ? key.weight : null;
- totalScore *= Math.pow(
- score === 0 && weight ? Number.EPSILON : score,
- (weight || 1) * (ignoreFieldNorm ? 1 : norm)
- );
- });
- result.score = totalScore;
- });
- }
- function format(
- results,
- docs,
- {
- includeMatches = Config.includeMatches,
- includeScore = Config.includeScore
- } = {}
- ) {
- const transformers = [];
- if (includeMatches) transformers.push(transformMatches);
- if (includeScore) transformers.push(transformScore);
- return results.map((result) => {
- const { idx } = result;
- const data = {
- item: docs[idx],
- refIndex: idx
- };
- if (transformers.length) {
- transformers.forEach((transformer) => {
- transformer(result, data);
- });
- }
- return data
- })
- }
- Fuse.version = '6.4.3';
- Fuse.createIndex = createIndex;
- Fuse.parseIndex = parseIndex;
- Fuse.config = Config;
- {
- Fuse.parseQuery = parse;
- }
- {
- register(ExtendedSearch);
- }
- export default Fuse;
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