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/**
* Fuse.js v7.0.0 - Lightweight fuzzy-search (http://fusejs.io)
*
* Copyright (c) 2023 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);
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;
let getFn = null;
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);
getFn = key.getFn;
}
return { path, id, weight, src, getFn }
}
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,
// The weight to determine how much field length norm effects scoring.
fieldNormWeight: 1
};
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(weight = 1, mantissa = 3) {
const cache = new Map();
const m = Math.pow(10, mantissa);
return {
get(value) {
const numTokens = value.match(SPACE).length;
if (cache.has(numTokens)) {
return cache.get(numTokens)
}
// Default function is 1/sqrt(x), weight makes that variable
const norm = 1 / Math.pow(numTokens, 0.5 * weight);
// In place of `toFixed(mantissa)`, for faster computation
const n = parseFloat(Math.round(norm * m) / m);
cache.set(numTokens, n);
return n
},
clear() {
cache.clear();
}
}
}
class FuseIndex {
constructor({
getFn = Config.getFn,
fieldNormWeight = Config.fieldNormWeight
} = {}) {
this.norm = norm(fieldNormWeight, 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, $: {} };
// Iterate over every key (i.e, path), and fetch the value at that key
this.keys.forEach((key, keyIndex) => {
let value = key.getFn ? key.getFn(doc) : this.getFn(doc, key.path);
if (!isDefined(value)) {
return
}
if (isArray(value)) {
let subRecords = [];
const stack = [{ nestedArrIndex: -1, value }];
while (stack.length) {
const { nestedArrIndex, value } = stack.pop();
if (!isDefined(value)) {
continue
}
if (isString(value) && !isBlank(value)) {
let subRecord = {
v: value,
i: nestedArrIndex,
n: this.norm.get(value)
};
subRecords.push(subRecord);
} else if (isArray(value)) {
value.forEach((item, k) => {
stack.push({
nestedArrIndex: k,
value: item
});
});
} else ;
}
record.$[keyIndex] = subRecords;
} else if (isString(value) && !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, fieldNormWeight = Config.fieldNormWeight } = {}
) {
const myIndex = new FuseIndex({ getFn, fieldNormWeight });
myIndex.setKeys(keys.map(createKey));
myIndex.setSources(docs);
myIndex.create();
return myIndex
}
function parseIndex(
data,
{ getFn = Config.getFn, fieldNormWeight = Config.fieldNormWeight } = {}
) {
const { keys, records } = data;
const myIndex = new FuseIndex({ getFn, fieldNormWeight });
myIndex.setKeys(keys);
myIndex.setIndexRecords(records);
return myIndex
}
function computeScore$1(
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$1(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$1(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$1(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$1(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 ? 0 : 1,
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)
}
// Practical scoring function
function computeScore(
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 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 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
})
}
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,
fieldNormWeight: this.options.fieldNormWeight
});
}
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(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 []
}
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 if (node.operator === LogicalOperator.AND) {
return []
}
}
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
}
}
Fuse.version = '7.0.0';
Fuse.createIndex = createIndex;
Fuse.parseIndex = parseIndex;
Fuse.config = Config;
{
Fuse.parseQuery = parse;
}
{
register(ExtendedSearch);
}
export { Fuse as default };
|