diff --git a/.vscode/tasks.json b/.vscode/tasks.json index 0632500..5520ab9 100644 --- a/.vscode/tasks.json +++ b/.vscode/tasks.json @@ -11,6 +11,13 @@ "isDefault": true }, "label": "tsc: watch - tsconfig.json" + }, + { + "label": "Performance Test", + "type": "shell", + "command": "node dist/performance-test/main.js", + "problemMatcher": [], + "group": "test" } ] } diff --git a/CHANGELOG.md b/CHANGELOG.md new file mode 100644 index 0000000..0f2777a --- /dev/null +++ b/CHANGELOG.md @@ -0,0 +1,17 @@ +# Changelog + +All notable changes to this project will be documented in this file. + +The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/), +and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). + +## [2.0.0] - 2025-10-28 + +### Added + +- Substring search +- Prefix search + +### Changed + +- **BREAKING**: Adjusted indexing and query configuration. See also [default-config.ts](./src/default-config.ts) for the new structure. \ No newline at end of file diff --git a/readme.md b/README.md similarity index 72% rename from readme.md rename to README.md index 1ab3cd0..a1077eb 100644 --- a/readme.md +++ b/README.md @@ -1,12 +1,13 @@ -# Frontend Fuzzy Search +# Frontend Fuzzy + Substring + Prefix Search @m31coding/fuzzy-search is a frontend library for searching objects with ids (entities) by their names and features (terms). It is - Fast: A query takes usually well below 10 ms. -- Accurate: Powered by n-grams with a novel approach of character sorting. +- Accurate: Powered by a suffix array and n-grams with a novel approach of character sorting. - Multilingual: The language-agnostic design of the algorithm enables operation across all languages. - Flexible: Entities and their terms can be inserted, updated and removed. - Reliable: Well tested standalone library with no dependencies. +- Universal: Works seamlessly in both frontend and backend (Node.js) environments. [![license](https://img.shields.io/badge/license-MIT-brightgreen)](https://github.com/m31coding/fuzzy-search/blob/master/LICENSE) [![npm version](https://img.shields.io/npm/v/%40m31coding%2Ffuzzy-search)](https://www.npmjs.com/package/@m31coding/fuzzy-search) @@ -57,24 +58,26 @@ const persons = [ { id: 11923, firstName: 'Charlie', lastName: 'Rook' } ]; +function log(obj: T): void { + console.log(JSON.stringify(obj, null, 2)); +} + const indexingMeta = searcher.indexEntities( persons, (e) => e.id, (e) => [e.firstName, e.lastName, `${e.firstName} ${e.lastName}`] ); -console.dir(indexingMeta); +log(indexingMeta); /* { "entries": { - "numberOfInvalidTerms": 0, - "numberOfDistinctTerms": 12, - "normalizationDuration": 0, - "numberOfSurrogateCharacters": 0, - "indexingDuration": 1 + "numberOfTerms": 12, + "indexingDurationTotal": 1, + ... } } */ const result = searcher.getMatches(new fuzzySearch.Query('alice kign')); -console.dir(result); +log(result); /* { "matches": [ { @@ -90,17 +93,30 @@ console.dir(result); "query": { "string": "alice kign", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] }, "meta": { "entries": { - "queryDuration": 0 + "queryDuration": 1 } } } */ const removalResult = searcher.removeEntities([99234, 5823]); -console.dir(removalResult); +log(removalResult); /* { "removedEntities": [ 99234, @@ -125,19 +141,17 @@ const upsertMeta = searcher.upsertEntities( (e) => e.id, (e) => [e.firstName, e.lastName, `${e.firstName} ${e.lastName}`] ); -console.dir(upsertMeta); +log(upsertMeta); /* { "entries": { - "numberOfInvalidTerms": 0, - "numberOfDistinctTerms": 12, - "normalizationDuration": 0, - "numberOfSurrogateCharacters": 0, - "upsertDuration": 0 + "numberOfTerms": 12, + "upsertDuration": 0, + ... } } */ const result2 = searcher.getMatches(new fuzzySearch.Query('allie')); -console.dir(result2); +log(result2); /* { "matches": [ { @@ -146,14 +160,27 @@ console.dir(result2); "firstName": "Allie", "lastName": "King" }, - "quality": 1, + "quality": 3, "matchedString": "Allie" } ], "query": { "string": "allie", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] }, "meta": { "entries": { @@ -169,7 +196,9 @@ The following parameters are available when creating a query: | --------- | ---- | ------- | ----------- | | string | string | - | The query string. | | topN | number | 10 | The maximum number of matches to return. Provide Infinity to return all matches. | -| minQuality | number | 0.3 | The minimum quality of a match, ranging from 0 to 1. When set to zero, all terms that share at least one common n-gram with the query are considered a match. | +| searchers | SearcherSpec[] | [new FuzzySearcher(0.3), new SubstringSearcher(0), new PrefixSearcher(0)] | The searchers to use and the minimum quality thresholds for their matches. | + +A fuzzy search minimum quality threshold below 0.3 is not recommended, as the respective matches are most likely irrelevant. If the data terms contain characters and strings in non-latin scripts (such as Arabic, Cyrillic, Greek, Han, ... see also [ISO 15924](https://en.wikipedia.org/wiki/ISO_15924)), the default configuration must be adjusted before creating the searcher: @@ -218,33 +247,29 @@ Query strings and data terms are normalized in the following normalization pipel - Strings are normalized to NFKD. - Space equivalent characters are replaced by a space. - Surrogate characters, padding characters and other non-allowed characters are removed. -- Strings are padded to the left, right and in the middle (replacement of spaces). >Normalization to NFKC decomposes characters by compatibility, then re-composes them by canonical equivalence. This ensures that the characters in the replacement table always match. Normalization to NFKD decomposes the characters by compatibility but does not re-compose them, allowing undesired characters to be removed thereafter. The default normalizer config adopts the following values: ```js -let paddingLeft = '$$'; -let paddingRight = '!'; -let paddingMiddle = '!$$'; -let replacements = [fuzzySearch.LatinReplacements.Value]; +config.normalizerConfig.replacements = [fuzzySearch.LatinReplacements.Value]; let spaceEquivalentCharacters = new Set(['_', '-', '–', '/', ',', '\t']); -let treatCharacterAsSpace = (c) => spaceEquivalentCharacters.has(c); -let allowCharacter = (c) => { +config.normalizerConfig.treatCharacterAsSpace = (c) => spaceEquivalentCharacters.has(c); +config.normalizerConfig.allowCharacter = (c) => { return fuzzySearch.StringUtilities.isAlphanumeric(c); }; ``` -With this pipeline and configuration, the string `Thanh Việt Đoàn` is normalized to `thanh viet doan` before padding. With padding applied, it becomes `$$thanh!$$viet!$$doan!`. The choice of the padding is explained in the next section. +With this pipeline and configuration, the string `Thanh Việt Đoàn` is normalized to `thanh viet doan`. -## Sorted n-grams +## Fuzzy search: sorted n-grams -The general idea of n-grams and the sorting trick is outlined in this [blog post](https://www.m31coding.com/blog/fuzzy-search.html). In short, the data terms and the query string are broken down into 3-grams, e.g. the string `$$sarah!` becomes: +The general idea of n-grams and the sorting trick is outlined in this [blog post](https://www.m31coding.com/blog/fuzzy-search.html). In short, the data terms and the query string are padded on the left, right and middle (replacement of spaces) with `$$`, `!`, and `!$$`, respectively, before they are broken down into 3-grams. For example, the string `sarah` becomes `$$sarah!` after padding and the resulting 3-grams are: ```text $$s, $sa, sar, ara, rah, ah! -`````` +``` The more common 3-grams between the query and the term, the higher the quality of the match. By padding the front with two characters, and the back with one character, more weight is given to the beginning of the string. @@ -269,18 +294,48 @@ The quality is then computed by dividing the number of common n-grams by the num Padding strings in the middle allows for extending the algorithm across word boundaries. `sarah wolff` becomes `$$sarah!$$wolff!` and matches `wolff sarah` with a quality of 0.95, if 3-grams that end with a '\$' are discarded. -The overall approach outlined above can be summarized as: remove n-grams that end with '\$', sort n-grams that don't contain '\$'. The default configuration appears in the code as follows: +The overall approach outlined above can be summarized as: remove n-grams that end with '\$', sort n-grams that don't contain '\$'. The default fuzzy search configuration appears in the code as follows: ```js -let ngramN = 3; -let transformNgram = (ngram) => +config.fuzzySearchConfig.paddingLeft = '$$'; +config.fuzzySearchConfig.paddingRight = '!'; +config.fuzzySearchConfig.paddingMiddle = '!$$'; +config.fuzzySearchConfig.ngramN = 3; +config.fuzzySearchConfig.transformNgram = (ngram) => ngram.endsWith('$') ? null : ngram.indexOf('$') === -1 ? ngram.split('').sort().join('') : ngram; +config.fuzzySearchConfig.inequalityPenalty = 0.05; +``` + +## Substring and prefix search -let inequalityPenalty = 0.05; +Substring and prefix search is realized with a single suffix array created by [An efficient, versatile approach to suffix sorting](https://dl.acm.org/doi/10.1145/1227161.1278374). + +The base quality of a prefix or substring match is simply computed by dividing the query length by the term length. For example, the query `sa` matches the term `sarah` with a quality of 2/5 = 0.4, and the query `ara` matches the same term with a quality of 3/5 = 0.6. + +A quality offset of +2 and +1 is added to prefix and substring matches, respectively, as explained in the next section. + +The final qualities of the examples are: + +| Query | Term | Searcher | Quality | +| ----- | ----- | ----------| ----------| +| sa | sarah | Prefix | 2 / 5 + 2 = 2.4 | +| ara | sarah | Substring | 3 / 5 + 1 = 1.6 | + +The default configuration for the searchers is as follows: + +```js +config.substringSearchConfig.suffixArraySeparator = '$'; ``` +## Combining the searchers + +The matches of the searchers are mixed with a simple approach. Prefix matches get a quality offset of +2, substring matches of +1, and fuzzy matches keep their original quality. The rationale is that, for the same query length, prefix matches are more relevant than substring matches. Additionally, fuzzy matches are only relevant if there are no prefix or substring matches. + +## Changing the default configuration + +The default configuration has been chosen carefully. There are only a few specific scenarios that require adjustments. Consult the file [default-config.ts](src/default-config.ts) for all configuration options and their default values. ## Support and Contribution diff --git a/demo/fuzzy-demo.js b/demo/fuzzy-demo.js index e53042a..438a3dc 100644 --- a/demo/fuzzy-demo.js +++ b/demo/fuzzy-demo.js @@ -23,7 +23,13 @@ const dataPreview = document.getElementById('data-preview'); const performanceTestRandomSeedInput = document.querySelector('#performance-test input[name="random-seed"]'); const performanceTestNumberOfQueriesInput = document.querySelector('#performance-test input[name="number-of-queries"]'); const performanceTestMaxMatchesInput = document.querySelector('#performance-test input[name="max-matches"]'); -const performanceTestMinQualityInput = document.querySelector('#performance-test input[name="min-quality"]'); +const performanceTestMinQualityFuzzyInput = document.querySelector('#performance-test input[name="min-quality-fuzzy"]'); +const performanceTestMinQualitySubstringInput = document.querySelector( + '#performance-test input[name="min-quality-substring"]' +); +const performanceTestMinQualityPrefixInput = document.querySelector( + '#performance-test input[name="min-quality-prefix"]' +); document.getElementById('osm-data-card').addEventListener('click', downloadAndIndexOsmData); document .getElementById('person-data-card') @@ -52,7 +58,9 @@ initializeParameterInput(personRandomSeedInput, parseIntInput); initializeParameterInput(performanceTestRandomSeedInput, parseIntInput); initializeParameterInput(performanceTestNumberOfQueriesInput, parsePositiveIntInput); initializeParameterInput(performanceTestMaxMatchesInput, parsePositiveIntInput); -initializeParameterInput(performanceTestMinQualityInput, parsePositiveFloatInput); +initializeParameterInput(performanceTestMinQualityFuzzyInput, parsePositiveFloatInput); +initializeParameterInput(performanceTestMinQualitySubstringInput, parsePositiveFloatInput); +initializeParameterInput(performanceTestMinQualityPrefixInput, parsePositiveFloatInput); wireTableRows(); @@ -206,11 +214,7 @@ async function downloadAndIndexOsmData() { return; } - const data = { - entities: entities, - kind: 'osm-places', - latinOnly: false - }; + const data = { entities: entities, kind: 'osm-places', latinOnly: false }; indexingRequest.data = data; indexingRequest.searchDataConfig = self.getSearchDataConfig(data.kind); @@ -253,7 +257,7 @@ async function generateAndIndexPersonData(reindex = false) { async function importFaker() { try { - return await import('../node_modules/@faker-js/faker/dist/esm/index.mjs'); + return await import('../node_modules/@faker-js/faker/dist/index.js'); } catch (e) { console.log(e); getIndexStatusTextElement().innerHTML += `Import error.`; @@ -272,11 +276,7 @@ function generateAndIndexPersonDataPart2(indexingRequest, numberOfNames, randomS const latinOnly = personData.scripts.size === 1 && personData.scripts.has('Latn'); - const data = { - entities: entities, - kind: 'persons', - latinOnly: latinOnly - }; + const data = { entities: entities, kind: 'persons', latinOnly: latinOnly }; indexingRequest.data = data; indexingRequest.searchDataConfig = self.getSearchDataConfig(data.kind); @@ -815,19 +815,28 @@ function runPerformanceTest() { const randomSeed = performanceTestRandomSeedInput.dataValue; const numberOfQueries = performanceTestNumberOfQueriesInput.dataValue; const maxMatches = performanceTestMaxMatchesInput.dataValue; - const minQuality = performanceTestMinQualityInput.dataValue; + const minQualityFuzzy = performanceTestMinQualityFuzzyInput.dataValue; + const minQualitySubstring = performanceTestMinQualitySubstringInput.dataValue; + const minQualityPrefix = performanceTestMinQualityPrefixInput.dataValue; if ( nullOrUndefined(randomSeed) || nullOrUndefined(numberOfQueries) || nullOrUndefined(maxMatches) || - nullOrUndefined(minQuality) + nullOrUndefined(minQualityFuzzy) || + nullOrUndefined(minQualitySubstring) || + nullOrUndefined(minQualityPrefix) ) { renderPerformanceTestResult(); return; } - const testRunParameters = new fuzzySearch.TestRunParameters(randomSeed, numberOfQueries, maxMatches, minQuality); + const searchers = [ + new fuzzySearch.FuzzySearcher(minQualityFuzzy), + new fuzzySearch.SubstringSearcher(minQualitySubstring), + new fuzzySearch.PrefixSearcher(minQualityPrefix) + ]; + const testRunParameters = new fuzzySearch.TestRunParameters(randomSeed, numberOfQueries, maxMatches, searchers); const performanceTest = new fuzzySearch.PerformanceTest(currentInstance.searcher); const report = performanceTest.run(testRunParameters); renderPerformanceTestResult(report); diff --git a/demo/fuzzy-search-demo.html b/demo/fuzzy-search-demo.html index 95dfff3..0309f94 100644 --- a/demo/fuzzy-search-demo.html +++ b/demo/fuzzy-search-demo.html @@ -195,8 +195,16 @@

Add

+ + diff --git a/eslint.config.js b/eslint.config.js new file mode 100644 index 0000000..bf8653a --- /dev/null +++ b/eslint.config.js @@ -0,0 +1,40 @@ +import js from '@eslint/js'; +import globals from 'globals'; +import tseslint from 'typescript-eslint'; +import stylistic from '@stylistic/eslint-plugin'; + +export default [ + js.configs.recommended, + + ...tseslint.configs.recommended, + + { + files: ['**/*.{ts,tsx}'], + languageOptions: { + parser: tseslint.parser + }, + plugins: { + '@typescript-eslint': tseslint.plugin + }, + rules: { + '@typescript-eslint/no-unused-vars': ['warn', { argsIgnorePattern: '^_', varsIgnorePattern: '^_' }] + } + }, + + { + plugins: { + '@stylistic': stylistic + }, + rules: { + '@stylistic/max-len': ['warn', { code: 120 }], + 'sort-imports': ['warn', {}] + } + }, + + { + files: ['**/*.test.js', '**/*.test.jsx'], + languageOptions: { + globals: globals.jest + } + } +]; diff --git a/package-lock.json b/package-lock.json index 2c4ecaf..45c3332 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,63 +1,50 @@ { "name": "@m31coding/fuzzy-search", - "version": "1.0.2", + "version": "2.0.0", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "@m31coding/fuzzy-search", - "version": "1.0.2", + "version": "2.0.0", "license": "MIT", "devDependencies": { - "@faker-js/faker": "^8.4.1", - "@stylistic/eslint-plugin": "^2.11.0", + "@faker-js/faker": "^10.1.0", + "@stylistic/eslint-plugin": "^2.13.0", "@types/jest": "^29.5.14", - "@typescript-eslint/eslint-plugin": "^8.15.0", - "@typescript-eslint/parser": "^8.15.0", - "eslint": "^8.57.1", + "@typescript-eslint/eslint-plugin": "^8.46.2", + "@typescript-eslint/parser": "^8.46.2", + "eslint": "^9.38.0", "file-saver": "^2.0.5", - "jest": "^29.7.0", + "jest": "^30.2.0", "microbundle": "^0.15.1", - "prettier": "^3.3.3", - "ts-jest": "^29.2.5", - "tsx": "^4.19.2", - "typedoc": "^0.26.11", - "typescript": "^5.6.3" - } - }, - "node_modules/@ampproject/remapping": { - "version": 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}, - "node_modules/zwitch": { - "version": "2.0.4", - "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz", - "integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==", - "dev": true, - "license": "MIT", - "funding": { - "type": "github", - "url": "https://github.com/sponsors/wooorm" - } } } } diff --git a/package.json b/package.json index 97040fa..9dff09c 100644 --- a/package.json +++ b/package.json @@ -1,6 +1,6 @@ { "name": "@m31coding/fuzzy-search", - "version": "1.0.2", + "version": "2.0.0", "license": "MIT", "description": "A fast, accurate and multilingual fuzzy search library.", "homepage": "https://github.com/m31coding/fuzzy-search", @@ -55,20 +55,21 @@ "prepack": "npm run build" }, "devDependencies": { - "@faker-js/faker": "^8.4.1", - "@stylistic/eslint-plugin": "^2.11.0", + "@faker-js/faker": "^10.1.0", + "@stylistic/eslint-plugin": "^2.13.0", "@types/jest": "^29.5.14", - "@typescript-eslint/eslint-plugin": "^8.15.0", - "@typescript-eslint/parser": "^8.15.0", - "eslint": "^8.57.1", + "@typescript-eslint/eslint-plugin": "^8.46.2", + "@typescript-eslint/parser": "^8.46.2", + "eslint": "^9.38.0", "file-saver": "^2.0.5", - "jest": "^29.7.0", + "jest": "^30.2.0", "microbundle": "^0.15.1", - "prettier": "^3.3.3", - "ts-jest": "^29.2.5", - "tsx": "^4.19.2", - "typedoc": "^0.26.11", - "typescript": "^5.6.3" + "prettier": "^3.6.2", + "ts-jest": "^29.4.5", + "tsx": "^4.20.6", + "typedoc": "^0.28.14", + "typescript": "^5.9.3", + "typescript-eslint": "^8.46.2" }, "files": [ "dist", diff --git a/src/.eslintrc.cjs b/src/.eslintrc.cjs deleted file mode 100644 index 7c38ae5..0000000 --- a/src/.eslintrc.cjs +++ /dev/null @@ -1,20 +0,0 @@ -/* eslint-env node */ -module.exports = { - extends: ['eslint:recommended', 'plugin:@typescript-eslint/recommended'], - parser: '@typescript-eslint/parser', - plugins: ['@typescript-eslint', '@stylistic'], - root: true, - overrides: [ - { - files: ['**/*.test.js', '**/*.test.jsx'], - env: { - jest: true - } - } - ], - rules: { - '@typescript-eslint/no-unused-vars': ['warn', { argsIgnorePattern: '^_', varsIgnorePattern: '^_' }], - '@stylistic/max-len': ['warn', { code: 120 }], - 'sort-imports': ['warn', {}] - } -}; diff --git a/src/basic-usage.ts b/src/basic-usage.ts index 13d6731..587ec68 100644 --- a/src/basic-usage.ts +++ b/src/basic-usage.ts @@ -1,4 +1,4 @@ -// import { Config } from './config'; +// import { Config } from './config.js'; import { Query } from './interfaces/query.js'; import { SearcherFactory } from './searcher-factory.js'; @@ -10,6 +10,10 @@ class Person { ) {} } +function log(obj: T): void { + console.log(JSON.stringify(obj, null, 2)); +} + const searcher = SearcherFactory.createDefaultSearcher(); // If your dataset contains non-latin characters, build the searcher in the following way instead: @@ -29,13 +33,13 @@ const indexingMeta = searcher.indexEntities( (e) => e.id, (e) => [e.firstName, e.lastName, `${e.firstName} ${e.lastName}`] ); -console.dir(indexingMeta); +log(indexingMeta); const result = searcher.getMatches(new Query('alice kign')); -console.dir(result); +log(result); const removalResult = searcher.removeEntities([99234, 5823]); -console.dir(removalResult); +log(removalResult); const persons2 = [ { id: 723, firstName: 'David', lastName: 'Knight' }, // new @@ -49,7 +53,7 @@ const upsertMeta = searcher.upsertEntities( (e) => e.id, (e) => [e.firstName, e.lastName, `${e.firstName} ${e.lastName}`] ); -console.dir(upsertMeta); +log(upsertMeta); const result2 = searcher.getMatches(new Query('allie')); -console.dir(result2); +log(result2); diff --git a/src/commons/index.ts b/src/commons/index.ts index dfff72c..17011de 100644 --- a/src/commons/index.ts +++ b/src/commons/index.ts @@ -1,3 +1,5 @@ export { ArrayUtilities } from './array-utilities.js'; export { HashUtilities } from './hash-utilities.js'; +export { MetaMerger } from './meta-merger.js'; export { StringUtilities } from './string-utilities.js'; +export { UsableSearchers } from './usable-searchers.js'; diff --git a/src/commons/meta-merger.test.ts b/src/commons/meta-merger.test.ts new file mode 100644 index 0000000..bf1f032 --- /dev/null +++ b/src/commons/meta-merger.test.ts @@ -0,0 +1,63 @@ +/* eslint-disable @typescript-eslint/no-explicit-any */ + +import { Meta } from '../interfaces/meta.js'; +import { MetaMerger } from './meta-merger.js'; + +test('can merge two metas', () => { + const meta1 = new Meta(); + meta1.add('key1', 'meta1Value'); + meta1.add('key2', 10); + meta1.add('key3', 'someOtherValue'); + + const meta2 = new Meta(); + meta2.add('key1', 'meta2Value'); + meta2.add('key2', 10); + + const mergedMeta = MetaMerger.mergeMeta([meta1, meta2]); + const entries: ReadonlyMap = mergedMeta.allEntries; + const expectedEntries = new Map([ + ['key1_0', 'meta1Value'], + ['key1_1', 'meta2Value'], + ['key2', 20], + ['key3', 'someOtherValue'] + ]); + + checkMaps(expectedEntries, entries); +}); + +test('can merge three metas', () => { + const meta1 = new Meta(); + meta1.add('key1', 'meta1Value'); + meta1.add('key2', 10); + meta1.add('key3', 'someOtherValue'); + + const meta2 = new Meta(); + meta2.add('key1', 'meta2Value'); + meta2.add('key2', 10); + + const meta3 = new Meta(); + meta3.add('key1', 'meta3Value'); + meta3.add('key2', 5); + meta3.add('key4', 'additionalValue'); + + const mergedMeta = MetaMerger.mergeMeta([meta1, meta2, meta3]); + const entries: ReadonlyMap = mergedMeta.allEntries; + const expectedEntries = new Map([ + ['key1_0', 'meta1Value'], + ['key1_1', 'meta2Value'], + ['key1_2', 'meta3Value'], + ['key2', 25], + ['key3', 'someOtherValue'], + ['key4', 'additionalValue'] + ]); + + checkMaps(expectedEntries, entries); +}); + +function checkMaps(expectedMap: ReadonlyMap, actualMap: ReadonlyMap): void { + expect(expectedMap.size).toBe(actualMap.size); + for (const [key, value] of actualMap) { + expect(expectedMap.has(key)).toBe(true); + expect(expectedMap.get(key)).toBe(value); + } +} diff --git a/src/commons/meta-merger.ts b/src/commons/meta-merger.ts new file mode 100644 index 0000000..cc4f409 --- /dev/null +++ b/src/commons/meta-merger.ts @@ -0,0 +1,58 @@ +/* eslint-disable @typescript-eslint/no-explicit-any */ + +import { Meta } from '../interfaces/meta.js'; + +/** + * Merges {@link Meta} objects. + */ +export class MetaMerger { + /** + * Merges {@link Meta} objects into a new {@link Meta} object. Numbers for the same key are summed up, other values + * are stored with an index suffix. + * @param metas The meta objects to merge. + * @returns The merged meta object. + */ + public static mergeMeta(metas: Meta[]): Meta { + if (metas.length === 0) { + return new Meta(); + } + + if (metas.length === 1) { + return metas[0]; + } + + const metaLists: Map = new Map(); + + for (const meta of metas) { + for (const [key, value] of meta.allEntries) { + const present = metaLists.get(key); + if (present === undefined) { + metaLists.set(key, [value]); + } else { + present.push(value); + } + } + } + + const newMetaEntries: Map = new Map(); + + for (const [key, values] of metaLists) { + if (values.length === 1) { + newMetaEntries.set(key, values[0]); + continue; + } + + if (values.every((v) => typeof v === 'number')) { + const sum = values.reduce((acc, val) => acc + val, 0); + newMetaEntries.set(key, sum); + continue; + } + + for (let i = 0; i < values.length; i++) { + newMetaEntries.set(`${key}_${i}`, values[i]); + } + } + + return new Meta(newMetaEntries); + } +} diff --git a/src/commons/usable-searchers.ts b/src/commons/usable-searchers.ts new file mode 100644 index 0000000..54c6794 --- /dev/null +++ b/src/commons/usable-searchers.ts @@ -0,0 +1,54 @@ +import { SearcherSpec } from '../interfaces/searcher-spec.js'; +import { SearcherType } from '../interfaces/searcher-type.js'; + +/** + * Holds the searchers that are usable based on the available and requested searchers. + */ +export class UsableSearchers { + /** + * The usable searchers mapped by their type. + */ + private readonly usableSearchers: Map; + + /** + * Creates a new instance of the UsableSearchers class. + * @param availableSearchers The types of searchers that are available. + * @param requestedSearchers The searchers requested for the query. + */ + public constructor(availableSearchers: SearcherType[], requestedSearchers: SearcherSpec[]) { + this.usableSearchers = new Map(); + + for (const requestedSearcher of requestedSearchers) { + if (availableSearchers.includes(requestedSearcher.type)) { + this.usableSearchers.set(requestedSearcher.type, requestedSearcher); + } + } + } + + /** + * Checks whether a searcher of the given type is usable. + * @param type The type of the searcher. + * @returns Whether the searcher is usable. + */ + public has(type: SearcherType): boolean { + return this.usableSearchers.has(type); + } + + /** + * Gets the minimum quality for the given searcher type. + * @param type The type of the searcher. + * @returns The minimum quality for the searcher type. + */ + public minQuality(type: SearcherType): number { + return this.usableSearchers.get(type)!.minQuality; + } + + /** + * Gets the searcher specification for the given type. + * @param type The type of the searcher. + * @returns The searcher specification for the searcher type. + */ + public spec(type: SearcherType): SearcherSpec { + return this.usableSearchers.get(type)!; + } +} diff --git a/src/config.ts b/src/config.ts index 3346c09..3f183a2 100644 --- a/src/config.ts +++ b/src/config.ts @@ -1,5 +1,8 @@ -import { NgramComputerConfig } from './fuzzy-searchers/ngram-computer-config.js'; +import { FuzzySearchConfig } from './fuzzy-searchers/fuzzy-search-config.js'; import { NormalizerConfig } from './normalization/normalizer-config.js'; +import { SearcherType } from './interfaces/searcher-type.js'; +import { SortOrder } from './interfaces/sort-order.js'; +import { SubstringSearchConfig } from './suffix-array-searchers/substring-search-config.js'; /** * Holds configuration values for the searcher. @@ -7,16 +10,20 @@ import { NormalizerConfig } from './normalization/normalizer-config.js'; export class Config { /** * Creates a new instance of the Config class. - * @param normalizerConfig The configuration for the default normalizer. - * @param ngramComputerConfig The configuration for the n-gram computer. + * @param searcherTypes The searcher types to use. * @param maxQueryLength The maximum query length. - * @param inequalityPenalty The inequality penalty. + * @param sortOrder The sort order for the entity matches. + * @param normalizerConfig The configuration for the default normalizer. + * @param fuzzySearchConfig The fuzzy search configuration. + * @param substringSearchConfig The substring search configuration. */ public constructor( - public normalizerConfig: NormalizerConfig, - public ngramComputerConfig: NgramComputerConfig, + public searcherTypes: SearcherType[], public maxQueryLength: number, - public inequalityPenalty: number + public sortOrder: SortOrder, + public normalizerConfig: NormalizerConfig, + public fuzzySearchConfig?: FuzzySearchConfig, + public substringSearchConfig?: SubstringSearchConfig ) {} /** @@ -24,8 +31,19 @@ export class Config { * @returns The default configuration. */ public static createDefaultConfig(): Config { + const searcherTypes = [SearcherType.Fuzzy, SearcherType.Substring, SearcherType.Prefix]; + const maxQueryLength = 150; + const sortOrder = SortOrder.QualityAndMatchedString; const normalizerConfig = NormalizerConfig.createDefaultConfig(); - const ngramComputerConfig = NgramComputerConfig.createDefaultConfig(); - return new Config(normalizerConfig, ngramComputerConfig, 150, 0.05); + const fuzzySearchConfig = FuzzySearchConfig.createDefaultConfig(); + const substringSearchConfig = SubstringSearchConfig.createDefaultConfig(); + return new Config( + searcherTypes, + maxQueryLength, + sortOrder, + normalizerConfig, + fuzzySearchConfig, + substringSearchConfig + ); } } diff --git a/src/default-config.ts b/src/default-config.ts new file mode 100644 index 0000000..390ab31 --- /dev/null +++ b/src/default-config.ts @@ -0,0 +1,103 @@ +import { FuzzySearcher, PrefixSearcher, SubstringSearcher } from './interfaces/searcher-spec.js'; +import { Config } from './config.js'; +import { LatinReplacements } from './normalization/latin-replacements.js'; +import { Query } from './interfaces/query.js'; +import { SearcherFactory } from './searcher-factory.js'; +import { SearcherType } from './interfaces/searcher-type.js'; +import { SortOrder } from './interfaces/sort-order.js'; +import { StringUtilities } from './commons/string-utilities.js'; + +/// +/// Indexing configuration +/// + +const config = Config.createDefaultConfig(); +// make adjustments as needed +const _searcher = SearcherFactory.createSearcher(config); + +/** + * The default configuration has been chosen carefully. There are only a few specific scenarios that require + * adjustments (see below). + */ + +config.searcherTypes = [SearcherType.Fuzzy, SearcherType.Substring, SearcherType.Prefix]; +config.maxQueryLength = 150; +config.sortOrder = SortOrder.QualityAndMatchedString; + +config.normalizerConfig.replacements = [LatinReplacements.Value]; +const spaceEquivalentCharacters = new Set(['_', '-', '–', '/', ',', '\t']); +config.normalizerConfig.treatCharacterAsSpace = (c) => spaceEquivalentCharacters.has(c); +config.normalizerConfig.allowCharacter = (c) => { + return StringUtilities.isAlphanumeric(c); +}; + +config.fuzzySearchConfig!.paddingLeft = '$$'; +config.fuzzySearchConfig!.paddingRight = '!'; +config.fuzzySearchConfig!.paddingMiddle = '!$$'; +config.fuzzySearchConfig!.ngramN = 3; +config.fuzzySearchConfig!.transformNgram = (ngram) => + ngram.endsWith('$') ? null + : ngram.indexOf('$') === -1 ? ngram.split('').sort().join('') + : ngram; +config.fuzzySearchConfig!.inequalityPenalty = 0.05; + +config.substringSearchConfig!.suffixArraySeparator = '$'; + +/** + * If the data terms contain characters and strings in non-latin scripts (such as Arabic, Cyrillic, Greek, Han, ...), + * adjust the normalizer config to allow those characters as well. + */ + +config.normalizerConfig.allowCharacter = (_c) => true; + +/** + * Remove a searcher type if it is undesired. This will improve indexing performance. + */ + +config.searcherTypes = [SearcherType.Substring, SearcherType.Prefix]; + +/** + * Change the padding and separator characters ('$' and '!') if they appear in your data terms or are relevant for + * searching. Choose characters that do not occur in your data terms and are not relevant for searching. Here, we use + * the Greekcharacters 'μ' and 'ν'. Of course, choose different characters if you are indexing Greek terms. + */ + +config.fuzzySearchConfig!.paddingLeft = 'μμ'; +config.fuzzySearchConfig!.paddingRight = 'ν'; +config.fuzzySearchConfig!.paddingMiddle = 'νμμ'; +config.fuzzySearchConfig!.ngramN = 3; +config.fuzzySearchConfig!.transformNgram = (ngram) => + ngram.endsWith('μ') ? null + : ngram.indexOf('μ') === -1 ? ngram.split('').sort().join('') + : ngram; +config.fuzzySearchConfig!.inequalityPenalty = 0.05; + +config.substringSearchConfig!.suffixArraySeparator = 'μ'; + +/// +/// Query configuration +/// + +/** + * The following two query instances are equivalent: + */ + +const _query = new Query('alice kign'); + +const _defaultQuery = new Query('alice kign', 10, [ + new FuzzySearcher(0.3), + new SubstringSearcher(0), + new PrefixSearcher(0) +]); + +/** + * Adjust the topN parameter as needed, to obtain more or fewer matches: + */ + +const _queryTop25 = new Query('alice kign', 25); + +/** + * The quality thresholds are well chosen for general purpose searching. Quality 0 for the substring and prefix + * searchers express that any match is relevant. The fuzzy searcher threshold of 0.3 is a good trade-off between recall + * and precision. A lower value will result in matches that are most likely irrelevant. + */ diff --git a/src/dynamic-searchers/default-dynamic-searcher.test.ts b/src/dynamic-searchers/default-dynamic-searcher.test.ts index 63e62aa..07997a8 100644 --- a/src/dynamic-searchers/default-dynamic-searcher.test.ts +++ b/src/dynamic-searchers/default-dynamic-searcher.test.ts @@ -40,7 +40,7 @@ test('can index and query dynamic searcher', () => { expect(searcher.tryGetTerms(11923)).toEqual(['Charlie']); expect(searcher.getTerms()).toEqual(['Alice', 'Bob', 'Carol', 'Charlie']); expect(searcher.getMatches(new Query('Carol')).matches[0]).toEqual( - new EntityMatch(entities.find((e) => e.name === 'Carol')!, 1, 'Carol') + new EntityMatch(entities.find((e) => e.name === 'Carol')!, 3, 'Carol') ); }); @@ -57,9 +57,9 @@ test('can remove entities', () => { expect(searcher.tryGetEntity(5823)).toEqual(null); expect(searcher.getEntities()).toEqual(entities.filter((e) => e.id !== 23501 && e.id !== 5823)); expect(searcher.getTerms()).toEqual(['Bob', 'Charlie']); - expect(searcher.getMatches(new Query('Carol')).matches).toEqual([]); - expect(searcher.getMatches(new Query('Bob')).matches[0]).toEqual( - new EntityMatch(entities.find((e) => e.name === 'Bob')!, 1, 'Bob') + expect(searcher.getMatches(new Query('Carol', 10)).matches).toEqual([]); + expect(searcher.getMatches(new Query('Bob', 10)).matches[0]).toEqual( + new EntityMatch(entities.find((e) => e.name === 'Bob')!, 3, 'Bob') ); }); @@ -82,8 +82,8 @@ test('can update non-indexed properties.', () => { expect(searcher.tryGetEntity(23501)).toEqual(alice); expect(searcher.tryGetEntity(bob.id)).toEqual(bob); expect(searcher.getEntities()).toEqual([alice, bob, entities[2], entities[3]]); - expect(searcher.getMatches(new Query('Alice')).matches[0]).toEqual(new EntityMatch(alice, 1, 'Alice')); - expect(searcher.getMatches(new Query('Bob')).matches[0]).toEqual(new EntityMatch(bob, 1, 'Bob')); + expect(searcher.getMatches(new Query('Alice')).matches[0]).toEqual(new EntityMatch(alice, 3, 'Alice')); + expect(searcher.getMatches(new Query('Bob')).matches[0]).toEqual(new EntityMatch(bob, 3, 'Bob')); }); test('can update indexed properties.', () => { @@ -107,6 +107,6 @@ test('can update indexed properties.', () => { expect(searcher.getEntities().sort((e1, e2) => e1.id - e2.id)).toEqual( [alice, bob, entities[2], entities[3]].sort((e1, e2) => e1.id - e2.id) ); - expect(searcher.getMatches(new Query('Alice Queen')).matches[0]).toEqual(new EntityMatch(alice, 1, 'Alice Queen')); - expect(searcher.getMatches(new Query('Bob Bishop')).matches[0]).toEqual(new EntityMatch(bob, 1, 'Bob Bishop')); + expect(searcher.getMatches(new Query('Alice Queen')).matches[0]).toEqual(new EntityMatch(alice, 3, 'Alice Queen')); + expect(searcher.getMatches(new Query('Bob Bishop')).matches[0]).toEqual(new EntityMatch(bob, 3, 'Bob Bishop')); }); diff --git a/src/dynamic-searchers/default-dynamic-searcher.ts b/src/dynamic-searchers/default-dynamic-searcher.ts index 0c3549d..0053296 100644 --- a/src/dynamic-searchers/default-dynamic-searcher.ts +++ b/src/dynamic-searchers/default-dynamic-searcher.ts @@ -1,6 +1,6 @@ -import { DefaultEntitySearcher } from '../entity-searchers/default-entity-searcher.js'; import { DynamicSearcher } from '../interfaces/dynamic-searcher.js'; import { EntityResult } from '../interfaces/entity-result.js'; +import { EntitySearcher } from '../interfaces/entity-searcher.js'; import { Memento } from '../interfaces/memento.js'; import { Meta } from '../interfaces/meta.js'; import { Query } from '../interfaces/query.js'; @@ -23,8 +23,8 @@ export class DefaultDynamicSearcher implements DynamicSearcher, - private readonly secondarySearcher: DefaultEntitySearcher + private readonly mainSearcher: EntitySearcher, + private readonly secondarySearcher: EntitySearcher ) {} /** @@ -47,7 +47,7 @@ export class DefaultDynamicSearcher implements DynamicSearcher this.maxQueryLength) { - query = new Query(query.string.substring(0, this.maxQueryLength), query.topN, query.minQuality); + query = new Query(query.string.substring(0, this.maxQueryLength), query.topN, query.searchers); } return ResultMerger.mergeResults(this.mainSearcher.getMatches(query), this.secondarySearcher.getMatches(query)); } @@ -114,7 +114,7 @@ export class DefaultDynamicSearcher implements DynamicSearcher 0 ? this.reindexSecondarySearcher(entitiesToInsert, getId, getTerms) : new Meta(); + return entitiesToInsert.length > 0 ? this.reindexSecondarySearcher(entitiesToInsert, getId, getTerms) : new Meta(); } /** @@ -163,7 +163,7 @@ export class DefaultDynamicSearcher implements DynamicSearcher string[], - searcher: DefaultEntitySearcher + searcher: EntitySearcher ): boolean { const presentTerms: string[] | null = searcher.tryGetTerms(entityId); if (presentTerms === null) { @@ -191,6 +191,23 @@ export class DefaultDynamicSearcher implements DynamicSearcher term === terms2[index]); } + /** + * {@inheritDoc DynamicSearcher.removeEntity} + */ + public removeEntity(id: TId): boolean { + return this.mainSearcher.removeEntity(id) || this.secondarySearcher.removeEntity(id); + } + + /** + * {@inheritDoc DynamicSearcher.replaceEntity} + */ + public replaceEntity(id: TId, newEntity: TEntity, newEntityId: TId): boolean { + return ( + this.mainSearcher.replaceEntity(id, newEntity, newEntityId) || + this.secondarySearcher.replaceEntity(id, newEntity, newEntityId) + ); + } + /** * {@inheritDoc DynamicSearcher.save} */ diff --git a/src/dynamic-searchers/result-merger.ts b/src/dynamic-searchers/result-merger.ts index 9b9ffae..78d5528 100644 --- a/src/dynamic-searchers/result-merger.ts +++ b/src/dynamic-searchers/result-merger.ts @@ -1,8 +1,7 @@ -/* eslint-disable @typescript-eslint/no-explicit-any */ - import { EntityMatch } from '../interfaces/entity-match.js'; import { EntityResult } from '../interfaces/entity-result.js'; import { Meta } from '../interfaces/meta.js'; +import { MetaMerger } from '../commons/meta-merger.js'; import { Query } from '../interfaces/query.js'; /** @@ -22,7 +21,7 @@ export class ResultMerger { ): EntityResult { const query: Query = result1.query; const newMatches = this.mergeMatches(result1.matches, result2.matches, query.topN); - const newMeta: Meta = this.mergeMeta(result1.meta, result2.meta); + const newMeta: Meta = MetaMerger.mergeMeta([result1.meta, result2.meta]); return new EntityResult(newMatches, query, newMeta); } @@ -53,35 +52,4 @@ export class ResultMerger { ); return newMatches.length <= topN ? newMatches : newMatches.slice(0, topN); } - - /** - * Merges two {@link Meta} objects into a new {@link Meta} object. - * @param meta1 The first meta object. - * @param meta2 The second meta object. - * @returns The merged meta object. - */ - private static mergeMeta(meta1: Meta, meta2: Meta): Meta { - const newMetaEntries: Map = new Map(); - - for (const [key, value] of meta1.allEntries) { - newMetaEntries.set(key, value); - } - - for (const [key, value] of meta2.allEntries) { - const presentValue = newMetaEntries.get(key); - if (presentValue === undefined) { - newMetaEntries.set(key, value); - continue; - } - if (typeof presentValue === 'number' && typeof value === 'number') { - newMetaEntries.set(key, presentValue + value); - continue; - } - newMetaEntries.delete(key); - newMetaEntries.set(`${key}_0`, presentValue); - newMetaEntries.set(`${key}_1`, value); - } - - return new Meta(newMetaEntries); - } } diff --git a/src/dynamic-searchers/timing-dynamic-searcher.ts b/src/dynamic-searchers/timing-dynamic-searcher.ts index ea14037..2421675 100644 --- a/src/dynamic-searchers/timing-dynamic-searcher.ts +++ b/src/dynamic-searchers/timing-dynamic-searcher.ts @@ -56,7 +56,7 @@ export class TimingDynamicSearcher implements DynamicSearcher implements DynamicSearcher = new DefaultEntitySearcher(literalSearcher); +const entitySearcher: EntitySearcher<{ id: number; name: string }, number> = new DefaultEntitySearcher( + literalSearcher, + [SearcherType.Prefix] +); const entities = [ { id: 23501, name: 'Alice' }, { id: 99234, name: 'Bob' }, @@ -21,7 +25,7 @@ entitySearcher.indexEntities( test('can match entity', () => { expect(entitySearcher.getMatches(new Query('Alice')).matches).toEqual([ - new EntityMatch<{ id: number; name: string }>(entities[0], 1.0, 'Alice') + new EntityMatch<{ id: number; name: string }>(entities[0], 3, 'Alice') ]); }); @@ -38,7 +42,9 @@ class Person { } const literalSearcher2: StringSearcher = new LiteralSearcher(); -const entitySearcher2: EntitySearcher = new DefaultEntitySearcher(literalSearcher2); +const entitySearcher2: EntitySearcher = new DefaultEntitySearcher(literalSearcher2, [ + SearcherType.Prefix +]); const entities2 = [ new Person(23501, 'Alice', 'Programmer'), new Person(99234, 'Bob', 'Teacher'), @@ -53,13 +59,13 @@ entitySearcher2.indexEntities( test('can match entity with first term', () => { expect(entitySearcher2.getMatches(new Query('Alice')).matches).toEqual([ - new EntityMatch(entities2[0], 1.0, 'Alice') + new EntityMatch(entities2[0], 3, 'Alice') ]); }); test('can match entity with second term', () => { expect(entitySearcher2.getMatches(new Query('Programmer')).matches).toEqual([ - new EntityMatch<{ id: number; name: string; job: string }>(entities2[0], 1.0, 'Programmer') + new EntityMatch<{ id: number; name: string; job: string }>(entities2[0], 3, 'Programmer') ]); }); diff --git a/src/entity-searchers/default-entity-searcher-latin.test.ts b/src/entity-searchers/default-entity-searcher-fuzzy-latin.test.ts similarity index 92% rename from src/entity-searchers/default-entity-searcher-latin.test.ts rename to src/entity-searchers/default-entity-searcher-fuzzy-latin.test.ts index b562c39..c8e6de5 100644 --- a/src/entity-searchers/default-entity-searcher-latin.test.ts +++ b/src/entity-searchers/default-entity-searcher-fuzzy-latin.test.ts @@ -2,13 +2,18 @@ import { Config } from '../config.js'; import { EntityMatch } from '../interfaces/entity-match.js'; import { EntitySearcher } from '../interfaces/entity-searcher.js'; import { EntitySearcherFactory } from './entity-searcher-factory.js'; +import { FuzzySearcher } from '../interfaces/searcher-spec.js'; import { Query } from '../interfaces/query.js'; +import { SearcherType } from '../interfaces/searcher-type.js'; import { TestData } from '../commons/test-data.js'; const persons = TestData.persons.concat(TestData.emptyPersons); +const config = Config.createDefaultConfig(); +config.searcherTypes = [SearcherType.Fuzzy]; + const emptySearcher: EntitySearcher<{ firstName: string; lastName: string }, { firstName: string; lastName: string }> = - EntitySearcherFactory.createSearcher(Config.createDefaultConfig()); + EntitySearcherFactory.createSearcher(config); test('empty searcher returns zero matches for empty query', () => { expect(emptySearcher.getMatches(new Query('')).matches).toEqual([]); @@ -19,7 +24,7 @@ test('empty searcher returns zero matches', () => { }); const searcher: EntitySearcher<{ firstName: string; lastName: string }, { firstName: string; lastName: string }> = - EntitySearcherFactory.createSearcher(Config.createDefaultConfig()); + EntitySearcherFactory.createSearcher(config); searcher.indexEntities( persons, (person) => person, @@ -100,7 +105,7 @@ test('can find persons with approximate match test3', () => { }); test("don't return results below min quality", () => { - const matches = searcher.getMatches(new Query('Sar')).matches; + const matches = searcher.getMatches(new Query('Sar', 10, [new FuzzySearcher(0.3)])).matches; expect(matches.filter((m) => m.quality < 0.3)).toEqual([]); }); @@ -113,7 +118,7 @@ test('every entity is returned only once', () => { const reindexedSearcher: EntitySearcher< { firstName: string; lastName: string }, { firstName: string; lastName: string } -> = EntitySearcherFactory.createSearcher(Config.createDefaultConfig()); +> = EntitySearcherFactory.createSearcher(config); reindexedSearcher.indexEntities( TestData.personsNonLatin, (person) => person, diff --git a/src/entity-searchers/default-entity-searcher-non-latin.test.ts b/src/entity-searchers/default-entity-searcher-fuzzy-non-latin.test.ts similarity index 98% rename from src/entity-searchers/default-entity-searcher-non-latin.test.ts rename to src/entity-searchers/default-entity-searcher-fuzzy-non-latin.test.ts index 6398735..2bd65b5 100644 --- a/src/entity-searchers/default-entity-searcher-non-latin.test.ts +++ b/src/entity-searchers/default-entity-searcher-fuzzy-non-latin.test.ts @@ -3,9 +3,11 @@ import { EntityMatch } from '../interfaces/entity-match.js'; import { EntitySearcher } from '../interfaces/entity-searcher.js'; import { EntitySearcherFactory } from './entity-searcher-factory.js'; import { Query } from '../interfaces/query.js'; +import { SearcherType } from '../interfaces/searcher-type.js'; import { TestData } from '../commons/test-data.js'; const config: Config = Config.createDefaultConfig(); +config.searcherTypes = [SearcherType.Fuzzy]; config.normalizerConfig.allowCharacter = (_c: string) => true; const searcher: EntitySearcher<{ firstName: string; lastName: string }, { firstName: string; lastName: string }> = EntitySearcherFactory.createSearcher(config); diff --git a/src/entity-searchers/default-entity-searcher.ts b/src/entity-searchers/default-entity-searcher.ts index b0e82a0..cce391d 100644 --- a/src/entity-searchers/default-entity-searcher.ts +++ b/src/entity-searchers/default-entity-searcher.ts @@ -4,9 +4,15 @@ import { EntityResult } from '../interfaces/entity-result.js'; import { EntitySearcher } from '../interfaces/entity-searcher.js'; import { Memento } from '../interfaces/memento.js'; import { Meta } from '../interfaces/meta.js'; +import { MetaMerger } from '../commons/meta-merger.js'; import { Query } from '../interfaces/query.js'; import { Result } from '../string-searchers/result.js'; +import { SearchState } from './search-state.js'; +import { SearcherSpec } from '../interfaces/searcher-spec.js'; +import { SearcherType } from '../interfaces/searcher-type.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; import { StringSearcher } from '../interfaces/string-searcher.js'; +import { UsableSearchers } from '../commons/usable-searchers.js'; /** * A searcher that indexes and retrieves entities. @@ -19,6 +25,11 @@ export class DefaultEntitySearcher implements EntitySearcher implements EntitySearcher(); this.terms = []; @@ -92,38 +114,74 @@ export class DefaultEntitySearcher implements EntitySearcher { - const stringSearcherQuery: Query = new Query(query.string, Infinity, query.minQuality); - const result = this.stringSearcher.getMatches(stringSearcherQuery); - const matches: EntityMatch[] = this.getMatchesFromResult(result, query.topN); - return new EntityResult(matches, query, result.meta); + const searchState: SearchState = new SearchState(query); + const usableSearchers = new UsableSearchers(this.searcherTypes, query.searchers); + + for (const { searcherType, qualityOffset } of this.searchersAndQualityOffsets) { + if (query.topN == searchState.matches.length) { + break; + } + + if (!usableSearchers.has(searcherType)) { + continue; + } + + this.addMatchesFromSearcher(searchState, usableSearchers.spec(searcherType)!, qualityOffset); + } + + const mergedMeta = MetaMerger.mergeMeta(searchState.meta); + return new EntityResult(searchState.matches, query, mergedMeta); } /** - * Creates entity matches from the string searcher result. - * @param result The string searcher result. - * @param topN The maximum number of matches to return. - * @returns The entity matches. + * Adds matches from a specific searcher to the search state. + * @param searchState The current search state. + * @param searcherSpec The searcher specification. + * @param qualityOffset The quality offset to apply. */ - private getMatchesFromResult(result: Result, topN: number): EntityMatch[] { - if (topN === 0) { - return []; + private addMatchesFromSearcher( + searchState: SearchState, + searcherSpec: SearcherSpec, + qualityOffset: number + ): void { + const minQuality = Math.max(0, searcherSpec.minQuality - qualityOffset); + if (minQuality > 1) { + return; } - const matchedIndexes: Set = new Set(); - const matches: EntityMatch[] = []; + const stringSearchQuery: StringSearchQuery = new StringSearchQuery( + searchState.query.string, + minQuality, + searcherSpec.type + ); + const result: Result = this.stringSearcher.getMatches(stringSearchQuery); + this.addMatchesFromResult(searchState, result, qualityOffset); + } + + /** + * Add entity matches from the string searcher result to the search state. + * @param searchState The current search state. + * @param result The string searcher result. + * @param qualityOffset The quality offset that is added. + */ + private addMatchesFromResult(searchState: SearchState, result: Result, qualityOffset: number): void { + searchState.meta.push(result.meta); + if (searchState.query.topN === 0) { + return; + } for (let i = 0, l = result.matches.length; i < l; i++) { const match = result.matches[i]; const entityIndex: number = this.termIndexToEntityIndex[match.index]; - if (!matchedIndexes.has(entityIndex) && this.entities[entityIndex] !== null) { - matchedIndexes.add(entityIndex); - matches.push(new EntityMatch(this.entities[entityIndex] as TEntity, match.quality, this.terms[match.index])); - if (matches.length === topN) { + if (!searchState.matchedIndexes.has(entityIndex) && this.entities[entityIndex] !== null) { + searchState.matchedIndexes.add(entityIndex); + searchState.matches.push( + new EntityMatch(this.entities[entityIndex] as TEntity, match.quality + qualityOffset, this.terms[match.index]) + ); + if (searchState.matches.length === searchState.query.topN) { break; } } } - - return matches; } /** @@ -169,9 +227,7 @@ export class DefaultEntitySearcher implements EntitySearcher implements EntitySearcher(config: Config): DefaultEntitySearcher { - const ngramComputer: NgramComputer = new NgramComputer(config.ngramComputerConfig); - const normalizer: Normalizer = DefaultNormalizer.create(config.normalizerConfig); - let stringSearcher: StringSearcher = new FuzzySearcher(ngramComputer); - stringSearcher = new InequalityPenalizingSearcher(stringSearcher, config.inequalityPenalty); + public static createSearcher(config: Config): EntitySearcher { + const defaultNormalizer: Normalizer = this.createDefaultNormalizer(config); + + const fuzzySearcher: StringSearcher | null = this.tryCreateFuzzySearcher(config); + const suffixArraySearcher: SuffixArraySearcher | null = this.tryCreateSubstringSearcher(config); + const prefixSearcher: StringSearcher | null = this.tryCreatePrefixSearcher(config, suffixArraySearcher); + + let stringSearcher: StringSearcher = new SearcherSwitch(prefixSearcher, suffixArraySearcher, fuzzySearcher); + stringSearcher = new DistinctSearcher(stringSearcher); stringSearcher = new SortingSearcher(stringSearcher); - stringSearcher = new NormalizingSearcher(stringSearcher, normalizer); - return new DefaultEntitySearcher(stringSearcher); + stringSearcher = new NormalizingSearcher(stringSearcher, defaultNormalizer, 'normalizationDurationDefault'); + let entitySearcher: EntitySearcher = new DefaultEntitySearcher( + stringSearcher, + config.searcherTypes + ); + entitySearcher = new FastEntitySearcher(entitySearcher, config.searcherTypes); + entitySearcher = new SortingEntitySearcher(config.sortOrder, entitySearcher); + return entitySearcher; + } + + /** + * Creates the default normalizer. + * @param config The searcher configuration. + * @returns The default normalizer. + */ + private static createDefaultNormalizer(config: Config): Normalizer { + const forbiddenCharacters = new Set(); + + if (config.fuzzySearchConfig) { + config.fuzzySearchConfig.paddingLeft.split('').forEach((c) => forbiddenCharacters.add(c)); + config.fuzzySearchConfig.paddingRight.split('').forEach((c) => forbiddenCharacters.add(c)); + config.fuzzySearchConfig.paddingMiddle.split('').forEach((c) => forbiddenCharacters.add(c)); + } + + if (config.substringSearchConfig) { + config.substringSearchConfig.suffixArraySeparator.split('').forEach((c) => forbiddenCharacters.add(c)); + } + + const allowCharacter: (c: string) => boolean = (c) => + config.normalizerConfig.allowCharacter(c) && !forbiddenCharacters.has(c); + const modifiedNormalizerConfig = new NormalizerConfig( + config.normalizerConfig.replacements, + config.normalizerConfig.treatCharacterAsSpace, + allowCharacter + ); + + return DefaultNormalizer.create(modifiedNormalizerConfig); + } + + /** + * Creates the fuzzy string searcher if configured. + * @param config The searcher configuration. + * @returns The fuzzy string searcher or null. + */ + private static tryCreateFuzzySearcher(config: Config): StringSearcher | null { + if (!config.searcherTypes.includes(SearcherType.Fuzzy)) { + return null; + } + if (config.fuzzySearchConfig === undefined) { + throw new Error('Unable to create fuzzy searcher: No fuzzy search config provided.'); + } + return this.createFuzzySearcher(config.fuzzySearchConfig); + } + + /** + * Creates the fuzzy string searcher. + * @param config The fuzzy searcher configuration. + * @returns The fuzzy string searcher. + */ + private static createFuzzySearcher(config: FuzzySearchConfig): StringSearcher { + const ngramComputer: NgramComputer = new NgramComputer(config.ngramN, config.transformNgram); + const ngramNormalizer: Normalizer = new NgramNormalizer( + config.paddingLeft, + config.paddingRight, + config.paddingMiddle + ); + + let fuzzySearcher: StringSearcher = new FuzzySearcher(ngramComputer); + fuzzySearcher = new InequalityPenalizingSearcher(fuzzySearcher, config.inequalityPenalty); + fuzzySearcher = new NormalizingSearcher(fuzzySearcher, ngramNormalizer, 'normalizationDurationNgrams'); + return fuzzySearcher; + } + + /** + * Creates the substring searcher if configured. + * @param config The searcher configuration. + * @returns The substring searcher or null. + */ + private static tryCreateSubstringSearcher(config: Config): SuffixArraySearcher | null { + if (!config.searcherTypes.includes(SearcherType.Substring)) { + return null; + } + if (config.substringSearchConfig === undefined) { + throw new Error('Unable to create substring searcher: No substring search config provided.'); + } + return this.createSubstringSearcher(config.substringSearchConfig); + } + + /** + * Creates the substring searcher. + * @param config The substring search config. + * @returns The substring searcher. + */ + private static createSubstringSearcher(config: SubstringSearchConfig): SuffixArraySearcher { + return new SuffixArraySearcher(config.suffixArraySeparator); + } + + /** + * Creates the prefix searcher if configured. + * @param config The searcher configuration. + * @param suffixArraySearcher The suffix array searcher to use. + * @returns The prefix searcher or null. + */ + private static tryCreatePrefixSearcher( + config: Config, + suffixArraySearcher: SuffixArraySearcher | null + ): StringSearcher | null { + if (!config.searcherTypes.includes(SearcherType.Prefix)) { + return null; + } + if (config.substringSearchConfig === undefined) { + throw new Error('Unable to create prefix searcher: No substring search config provided.'); + } + + return this.createPrefixSearcher(config.substringSearchConfig, suffixArraySearcher); + } + + /** + * Creates the prefix searcher. + * @param config The substring search configuration. + * @param suffixArraySearcher The suffix array searcher to use. + * @returns The prefix searcher. + */ + private static createPrefixSearcher( + config: SubstringSearchConfig, + suffixArraySearcher: SuffixArraySearcher | null + ): StringSearcher { + if (suffixArraySearcher === null) { + suffixArraySearcher = this.createSubstringSearcher(config); + } + return new PrefixSearcher(suffixArraySearcher); } } diff --git a/src/entity-searchers/fast-entity-searcher.ts b/src/entity-searchers/fast-entity-searcher.ts new file mode 100644 index 0000000..9a5d25c --- /dev/null +++ b/src/entity-searchers/fast-entity-searcher.ts @@ -0,0 +1,131 @@ +import { PrefixSearcher, SubstringSearcher } from '../interfaces/searcher-spec.js'; +import { EntityResult } from '../interfaces/entity-result.js'; +import { EntitySearcher } from '../interfaces/entity-searcher.js'; +import { Memento } from '../interfaces/memento.js'; +import { Meta } from '../interfaces/meta.js'; +import { Query } from '../interfaces/query.js'; +import { SearcherType } from '../interfaces/searcher-type.js'; +import { UsableSearchers } from '../commons/usable-searchers.js'; + +/** + * A entity searcher that tries to optimize performance by querying with limited searchers and an increased quality + * threshold at first. + * @typeParam TEntity The type of the entities. + * @typeParam TId The type of the entity ids. + */ +export class FastEntitySearcher implements EntitySearcher { + /** + * Creates a new instance of the FastEntitySearcher class. + * @typeParam TEntity The type of the entities. + * @typeParam TId The type of the entity ids. + * @param entitySearcher The entity searcher. + * @param searcherTypes The available searcher types. + */ + public constructor( + private readonly entitySearcher: EntitySearcher, + private readonly searcherTypes: SearcherType[] + ) {} + + /** + * {@inheritDoc EntitySearcher.indexEntities} + */ + indexEntities(entities: TEntity[], getId: (entity: TEntity) => TId, getTerms: (entity: TEntity) => string[]): Meta { + return this.entitySearcher.indexEntities(entities, getId, getTerms); + } + + /** + * {@inheritDoc EntitySearcher.getMatches} + */ + getMatches(query: Query): EntityResult { + const usableSearchers = new UsableSearchers(this.searcherTypes, query.searchers); + + if (query.topN > 200) { + return this.entitySearcher.getMatches(query); + } + + // Make the prefix searcher faster for short queries. + if ( + query.string.length <= 3 && + usableSearchers.has(SearcherType.Prefix) && + usableSearchers.minQuality(SearcherType.Prefix) < 2.2 + ) { + const newQuery = new Query(query.string, query.topN, [new PrefixSearcher(2.3)]); + const result = this.entitySearcher.getMatches(newQuery); + if (result.matches.length == query.topN) { + return new EntityResult(result.matches, query, result.meta); + } + } + + // If there is no prefix searcher, make the substring searcher faster for short queries. + if ( + query.string.length <= 3 && + !usableSearchers.has(SearcherType.Prefix) && + usableSearchers.has(SearcherType.Substring) && + usableSearchers.minQuality(SearcherType.Substring) < 1.2 + ) { + const newQuery = new Query(query.string, query.topN, [new SubstringSearcher(1.3)]); + const result = this.entitySearcher.getMatches(newQuery); + if (result.matches.length == query.topN) { + return new EntityResult(result.matches, query, result.meta); + } + } + + return this.entitySearcher.getMatches(query); + } + + /** + * {@inheritDoc EntitySearcher.tryGetEntity} + */ + tryGetEntity(id: TId): TEntity | null { + return this.entitySearcher.tryGetEntity(id); + } + + /** + * {@inheritDoc EntitySearcher.getEntities} + */ + getEntities(): TEntity[] { + return this.entitySearcher.getEntities(); + } + + /** + * {@inheritDoc EntitySearcher.tryGetTerms} + */ + tryGetTerms(id: TId): string[] | null { + return this.entitySearcher.tryGetTerms(id); + } + + /** + * {@inheritDoc EntitySearcher.getTerms} + */ + getTerms(): string[] { + return this.entitySearcher.getTerms(); + } + + /** + * {@inheritDoc EntitySearcher.removeEntity} + */ + removeEntity(id: TId): boolean { + return this.entitySearcher.removeEntity(id); + } + + /** + * {@inheritDoc EntitySearcher.replaceEntity} + */ + replaceEntity(id: TId, newEntity: TEntity, newEntityId: TId): boolean { + return this.entitySearcher.replaceEntity(id, newEntity, newEntityId); + } + + /** + * {@inheritDoc EntitySearcher.save} + */ + save(memento: Memento): void { + return this.entitySearcher.save(memento); + } + + /** + * {@inheritDoc EntitySearcher.load} + */ + load(memento: Memento): void { + return this.entitySearcher.load(memento); + } +} diff --git a/src/entity-searchers/index.ts b/src/entity-searchers/index.ts index 3552aae..03ce00c 100644 --- a/src/entity-searchers/index.ts +++ b/src/entity-searchers/index.ts @@ -1,2 +1,5 @@ export { DefaultEntitySearcher } from './default-entity-searcher.js'; export { EntitySearcherFactory } from './entity-searcher-factory.js'; +export { FastEntitySearcher } from './fast-entity-searcher.js'; +export { SearchState } from './search-state.js'; +export { SortingEntitySearcher } from './sorting-entity-searcher.js'; diff --git a/src/entity-searchers/search-state.ts b/src/entity-searchers/search-state.ts new file mode 100644 index 0000000..1b5e995 --- /dev/null +++ b/src/entity-searchers/search-state.ts @@ -0,0 +1,33 @@ +import { EntityMatch } from '../interfaces/entity-match.js'; +import { Meta } from '../interfaces/meta.js'; +import { Query } from '../interfaces/query.js'; + +/** + * The search state during an entity search. + * @typeParam TEntity The type of the entities. + */ +export class SearchState { + /** + * The search query. + */ + public readonly query: Query; + /** + * The indexes of the entities that have already been matched. + */ + public readonly matchedIndexes: Set = new Set(); + /** + * The matched entities. + */ + public readonly matches: EntityMatch[] = []; + /** + * The meta data for each searcher type. + */ + public readonly meta: Meta[] = []; + /** + * Creates a new instance of the SearchState class. + * @param query The search query. + */ + public constructor(query: Query) { + this.query = query; + } +} diff --git a/src/entity-searchers/sorting-entity-searcher.ts b/src/entity-searchers/sorting-entity-searcher.ts new file mode 100644 index 0000000..2cd24b4 --- /dev/null +++ b/src/entity-searchers/sorting-entity-searcher.ts @@ -0,0 +1,130 @@ +import { EntityMatch } from '../interfaces/entity-match.js'; +import { EntityResult } from '../interfaces/entity-result.js'; +import { EntitySearcher } from '../interfaces/entity-searcher.js'; +import { Memento } from '../interfaces/memento.js'; +import { Meta } from '../interfaces/meta.js'; +import { Query } from '../interfaces/query.js'; +import { SortOrder } from '../interfaces/sort-order.js'; + +/** + * Sorts entity matches according to the specified order after retrieval. + * @typeParam TEntity The type of the entities. + * @typeParam TId The type of the entity ids. + */ +export class SortingEntitySearcher implements EntitySearcher { + /** + * The collator for string comparisons. + */ + private readonly collator = new Intl.Collator(undefined, { numeric: true }); + + /** + * Creates a new instance of the SortingEntitySearcher class. + * @typeParam TEntity The type of the entities. + * @typeParam TId The type of the entity ids. + * @param sortOrder The sort order to use for the entity matches. + * @param entitySearcher The entity searcher to wrap and sort results from. + */ + public constructor( + private readonly sortOrder: SortOrder, + private readonly entitySearcher: EntitySearcher + ) {} + + /** + * {@inheritDoc EntitySearcher.indexEntities} + */ + public indexEntities( + entities: TEntity[], + getId: (entity: TEntity) => TId, + getTerms: (entity: TEntity) => string[] + ): Meta { + return this.entitySearcher.indexEntities(entities, getId, getTerms); + } + + /** + * {@inheritDoc EntitySearcher.getMatches} + */ + public getMatches(query: Query): EntityResult { + const result = this.entitySearcher.getMatches(query); + + switch (this.sortOrder) { + case SortOrder.QualityAndIndex: + // The entity matches are already sorted by quality and index. + return result; + case SortOrder.QualityAndMatchedString: + this.sortMatchesByQualityAndMatchedString(result.matches); + return result; + default: + throw new Error(`Unsupported sort order: ${this.sortOrder}`); + } + } + + /** + * Sorts the entity matches in place by quality and matched string. + * @param matches The entity matches to sort. + */ + private sortMatchesByQualityAndMatchedString(matches: EntityMatch[]): void { + matches.sort((m1, m2) => { + return ( + m1.quality > m2.quality ? -1 + : m1.quality < m2.quality ? 1 + : this.collator.compare(m1.matchedString, m2.matchedString) + ); + }); + } + + /** + * {@inheritDoc EntitySearcher.tryGetEntity} + */ + public tryGetEntity(id: TId): TEntity | null { + return this.entitySearcher.tryGetEntity(id); + } + + /** + * {@inheritDoc EntitySearcher.getEntities} + */ + public getEntities(): TEntity[] { + return this.entitySearcher.getEntities(); + } + + /** + * {@inheritDoc EntitySearcher.tryGetTerms} + */ + public tryGetTerms(id: TId): string[] | null { + return this.entitySearcher.tryGetTerms(id); + } + + /** + * {@inheritDoc EntitySearcher.getTerms} + */ + public getTerms(): string[] { + return this.entitySearcher.getTerms(); + } + + /** + * {@inheritDoc EntitySearcher.save} + */ + public save(memento: Memento): void { + this.entitySearcher.save(memento); + } + + /** + * {@inheritDoc EntitySearcher.load} + */ + public load(memento: Memento): void { + this.entitySearcher.load(memento); + } + + /** + * {@inheritDoc EntitySearcher.removeEntity} + */ + removeEntity(id: TId): boolean { + return this.entitySearcher.removeEntity(id); + } + + /** + * {@inheritDoc EntitySearcher.replaceEntity} + */ + replaceEntity(id: TId, newEntity: TEntity, newEntityId: TId): boolean { + return this.entitySearcher.replaceEntity(id, newEntity, newEntityId); + } +} diff --git a/src/fuzzy-search.ts b/src/fuzzy-search.ts index 55b8b6a..06c3f1b 100644 --- a/src/fuzzy-search.ts +++ b/src/fuzzy-search.ts @@ -6,5 +6,6 @@ export * from './interfaces/index.js'; export * from './normalization/index.js'; export * from './performance/index.js'; export * from './string-searchers/index.js'; +export * from './suffix-array-searchers/index.js'; export { Config } from './config.js'; export { SearcherFactory } from './searcher-factory.js'; diff --git a/src/fuzzy-searchers/fuzzy-search-config.ts b/src/fuzzy-searchers/fuzzy-search-config.ts new file mode 100644 index 0000000..aa860f2 --- /dev/null +++ b/src/fuzzy-searchers/fuzzy-search-config.ts @@ -0,0 +1,39 @@ +/** + * Holds fuzzy search configuration values. + */ +export class FuzzySearchConfig { + /** + * Creates a new instance of the FuzzySearchConfig class. + * @param paddingLeft The string that is appended to the left of the input string. + * @param paddingRight The string that is appended to the right of the input string. + * @param paddingMiddle The string that is inserted for spaces in the input string. + * @param ngramN The number of characters in each n-gram. + * @param transformNgram A function for transforming each n-gram. N-grams that are transformed to null will be + * removed. + * @param inequalityPenalty The inequality penalty. + */ + public constructor( + public paddingLeft: string, + public paddingRight: string, + public paddingMiddle: string, + public ngramN: number, + public transformNgram: (ngram: string) => string | null, + public inequalityPenalty: number + ) {} + + /** + * Creates an opinionated default configuration with n=3. Strings are padded with '$$' on the left, '!' on the + * right, and '!$$' in the middle. N-grams that end with '$' are removed. N-grams that don't contain '$' are sorted. + * @returns The default configuration. + */ + public static createDefaultConfig(): FuzzySearchConfig { + const transformNgram = (ngram: string): string | null => { + return ( + ngram.endsWith('$') ? null + : ngram.indexOf('$') === -1 ? ngram.split('').sort().join('') + : ngram + ); + }; + return new FuzzySearchConfig('$$', '!', '!$$', 3, transformNgram, 0.05); + } +} diff --git a/src/fuzzy-searchers/fuzzy-searcher.test.ts b/src/fuzzy-searchers/fuzzy-searcher.test.ts index 26e3b71..58b4e02 100644 --- a/src/fuzzy-searchers/fuzzy-searcher.test.ts +++ b/src/fuzzy-searchers/fuzzy-searcher.test.ts @@ -1,48 +1,46 @@ import { FuzzySearcher } from './fuzzy-searcher.js'; import { Match } from '../string-searchers/match.js'; import { NgramComputer } from './ngram-computer.js'; -import { NgramComputerConfig } from './ngram-computer-config.js'; -import { Query } from '../interfaces/query.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; import { StringSearcher } from '../interfaces/string-searcher.js'; -const commonNgramComputerConfig = new NgramComputerConfig(3); -const commonNgramComputer = new NgramComputer(commonNgramComputerConfig); +const commonNgramComputer = new NgramComputer(3); const fuzzySearcher: StringSearcher = new FuzzySearcher(commonNgramComputer); fuzzySearcher.index(['Alice', 'Bob', 'Carol', 'Charlie']); test('can find exact match test 1', () => { - expect(fuzzySearcher.getMatches(new Query('Alice')).matches).toEqual([new Match(0, 1)]); + expect(fuzzySearcher.getMatches(new StringSearchQuery('Alice')).matches).toEqual([new Match(0, 1)]); }); test('can find exact match test 2', () => { - expect(fuzzySearcher.getMatches(new Query('Bob')).matches).toEqual([new Match(1, 1)]); + expect(fuzzySearcher.getMatches(new StringSearchQuery('Bob')).matches).toEqual([new Match(1, 1)]); }); test('can find approximate match test 1', () => { - const matches: Match[] = fuzzySearcher.getMatches(new Query('Alic')).matches; + const matches: Match[] = fuzzySearcher.getMatches(new StringSearchQuery('Alic')).matches; expect(matches).toHaveLength(1); expect(matches[0].quality).toBeGreaterThan(0.3); expect(matches[0].quality).toBeLessThan(1); }); test('can find approximate match test 2', () => { - const matches: Match[] = fuzzySearcher.getMatches(new Query('Bobby', 10, 0.0)).matches; + const matches: Match[] = fuzzySearcher.getMatches(new StringSearchQuery('Bobby', 0.0)).matches; expect(matches).toHaveLength(1); expect(matches[0].quality).toBeGreaterThan(0.3); expect(matches[0].quality).toBeLessThan(1); }); test('can find approximate match test 3', () => { - const matches: Match[] = fuzzySearcher.getMatches(new Query('Charlei', 10, 0.0)).matches; + const matches: Match[] = fuzzySearcher.getMatches(new StringSearchQuery('Charlei', 0.0)).matches; expect(matches).toHaveLength(1); expect(matches[0].quality).toBeGreaterThan(0.3); expect(matches[0].quality).toBeLessThan(1); }); test("can't find match for unindexed term", () => { - expect(fuzzySearcher.getMatches(new Query('David')).matches).toEqual([]); + expect(fuzzySearcher.getMatches(new StringSearchQuery('David')).matches).toEqual([]); }); test("can't find match for empty string", () => { - expect(fuzzySearcher.getMatches(new Query('')).matches).toEqual([]); + expect(fuzzySearcher.getMatches(new StringSearchQuery('')).matches).toEqual([]); }); diff --git a/src/fuzzy-searchers/fuzzy-searcher.ts b/src/fuzzy-searchers/fuzzy-searcher.ts index ce3c416..1f1b21b 100644 --- a/src/fuzzy-searchers/fuzzy-searcher.ts +++ b/src/fuzzy-searchers/fuzzy-searcher.ts @@ -4,8 +4,8 @@ import { Memento } from '../interfaces/memento.js'; import { Meta } from '../interfaces/meta.js'; import { NgramComputer } from './ngram-computer.js'; import { QualityComputer } from './quality-computer.js'; -import { Query } from '../interfaces/query.js'; import { Result } from '../string-searchers/result.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; import { StringSearcher } from '../interfaces/string-searcher.js'; import { TermIds } from './term-ids.js'; @@ -42,10 +42,10 @@ export class FuzzySearcher implements StringSearcher { * {@inheritDoc StringSearcher.index} */ public index(terms: string[]): Meta { + const start = performance.now(); this.invertedIndex = new InvertedIndex(); this.commonNgramCounts = new Int32Array(terms.length); this.numberOfNgrams = new Int32Array(terms.length); - const meta = new Meta(); let nofInvalidTerms = 0; for (let i = 0, l = terms.length; i < l; i++) { @@ -66,7 +66,12 @@ export class FuzzySearcher implements StringSearcher { } this.invertedIndex.seal(); + + const duration = Math.round(performance.now() - start); + + const meta = new Meta(); meta.add('numberOfInvalidTerms', nofInvalidTerms); + meta.add('indexingDurationFuzzySearcher', duration); return meta; } @@ -82,7 +87,7 @@ export class FuzzySearcher implements StringSearcher { /** * {@inheritDoc StringSearcher.getMatches} */ - public getMatches(query: Query): Result { + public getMatches(query: StringSearchQuery): Result { if (this.invertedIndex.size === 0) { return new Result([], query, new Meta()); } diff --git a/src/fuzzy-searchers/index.ts b/src/fuzzy-searchers/index.ts index afaf41d..f78f73e 100644 --- a/src/fuzzy-searchers/index.ts +++ b/src/fuzzy-searchers/index.ts @@ -1,6 +1,7 @@ -export { FuzzySearcher } from './fuzzy-searcher.js'; +export { FuzzySearcher as FuzzySearcherImpl } from './fuzzy-searcher.js'; +export { FuzzySearchConfig } from './fuzzy-search-config.js'; export { InvertedIndex } from './inverted-index.js'; +export { NgramNormalizer } from './ngram-normalizer.js'; export { NgramComputer } from './ngram-computer.js'; -export { NgramComputerConfig } from './ngram-computer-config.js'; export { QualityComputer } from './quality-computer.js'; export { TermIds } from './term-ids.js'; diff --git a/src/fuzzy-searchers/ngram-computer-config.ts b/src/fuzzy-searchers/ngram-computer-config.ts deleted file mode 100644 index 593d2d5..0000000 --- a/src/fuzzy-searchers/ngram-computer-config.ts +++ /dev/null @@ -1,28 +0,0 @@ -/** - * Holds configuration values for the n-gram computer. - */ -export class NgramComputerConfig { - /** - * Creates a new instance of the NgramComputerConfig class. - * @param ngramN The number of characters in each n-gram. - * @param transformNgram A function for transforming each n-gram. N-grams that are transformed to null will be - * removed. - */ - public constructor( - public ngramN: number, - public transformNgram?: (ngram: string) => string | null - ) {} - - /** - * Creates an opinionated default n-gram computer config. Removes n-grams that end with '$', sorts n-grams that don't - * contain '$'. The config is closely related to the default NormalizerConfig. - * @returns The default n-gram computer config. - */ - public static createDefaultConfig(): NgramComputerConfig { - return new NgramComputerConfig(3, (ngram) => - ngram.endsWith('$') ? null - : ngram.indexOf('$') === -1 ? ngram.split('').sort().join('') - : ngram - ); - } -} diff --git a/src/fuzzy-searchers/ngram-computer.test.ts b/src/fuzzy-searchers/ngram-computer.test.ts index 65a8b6e..f940e54 100644 --- a/src/fuzzy-searchers/ngram-computer.test.ts +++ b/src/fuzzy-searchers/ngram-computer.test.ts @@ -1,21 +1,17 @@ import { NgramComputer } from './ngram-computer.js'; -import { NgramComputerConfig } from './ngram-computer-config.js'; // Common n-grams. -const commonNgramComputerConfig = new NgramComputerConfig(3); -const commonNgramComputer = new NgramComputer(commonNgramComputerConfig); +const commonNgramComputer = new NgramComputer(3); // Sorted n-grams. -const sortedNgramComputerConfig = new NgramComputerConfig(3, (ngram) => ngram.split('').sort().join('')); -const sortedNgramComputer = new NgramComputer(sortedNgramComputerConfig); +const sortedNgramComputer = new NgramComputer(3, (ngram) => ngram.split('').sort().join('')); // Default n-grams: remove n-grams that end with $, sort n-grams that don't contain $. -const defaultNgramComputerConfig = new NgramComputerConfig(3, (ngram) => +const defaultNgramComputer = new NgramComputer(3, (ngram) => ngram.endsWith('$') ? null : ngram.indexOf('$') === -1 ? ngram.split('').sort().join('') : ngram ); -const defaultNgramComputer = new NgramComputer(defaultNgramComputerConfig); test('can compute n-grams of empty string', () => { expect(commonNgramComputer.computeNgrams('')).toEqual([]); diff --git a/src/fuzzy-searchers/ngram-computer.ts b/src/fuzzy-searchers/ngram-computer.ts index d3cc9ca..3dbabc4 100644 --- a/src/fuzzy-searchers/ngram-computer.ts +++ b/src/fuzzy-searchers/ngram-computer.ts @@ -1,5 +1,3 @@ -import { NgramComputerConfig } from './ngram-computer-config.js'; - /** * Computes the n-grams of a string. */ @@ -16,11 +14,13 @@ export class NgramComputer { /** * Creates a new instance of the NgramComputer class. - * @param ngramComputerConfig The configuration for the n-gram computer. + * @param ngramN The number of characters in each n-gram. + * @param transformNgram A function for transforming each n-gram. N-grams that are transformed to null will be + * removed. */ - public constructor(ngramComputerConfig: NgramComputerConfig) { - this.ngramN = ngramComputerConfig.ngramN; - this.transformNgram = ngramComputerConfig.transformNgram ?? ((ngram): string => ngram); + public constructor(ngramN: number, transformNgram?: (ngram: string) => string | null) { + this.ngramN = ngramN; + this.transformNgram = transformNgram ?? ((ngram): string => ngram); } /** diff --git a/src/fuzzy-searchers/ngram-normalizer.ts b/src/fuzzy-searchers/ngram-normalizer.ts new file mode 100644 index 0000000..6b43a47 --- /dev/null +++ b/src/fuzzy-searchers/ngram-normalizer.ts @@ -0,0 +1,38 @@ +import { Meta } from '../interfaces/meta.js'; +import { NormalizationResult } from '../normalization/normalization-result.js'; +import { Normalizer } from '../interfaces/normalizer.js'; +/** + * Normalization for creating proper n-grams. + */ +export class NgramNormalizer implements Normalizer { + /** + * Creates a new instance of the NgramNormalizer class. + * @param paddingLeft The string that is appended to the left of the input string. + * @param paddingRight The string that is appended to the right of the input string. + * @param paddingMiddle The string that is inserted for spaces in the input string. + */ + public constructor( + public readonly paddingLeft: string, + public readonly paddingRight: string, + public readonly paddingMiddle: string + ) {} + + /** + * {@inheritDoc Normalizer.normalize} + */ + public normalize(input: string): string { + if (!input) { + return input; + } + return `${this.paddingLeft}${input.split(' ').join(this.paddingMiddle)}${this.paddingRight}`; + } + + /** + * {@inheritDoc Normalizer.normalizeBulk} + */ + public normalizeBulk(input: string[]): NormalizationResult { + const normalized = input.map((s) => this.normalize(s)); + const meta = new Meta(); + return new NormalizationResult(normalized, meta); + } +} diff --git a/src/interfaces/dynamic-searcher.ts b/src/interfaces/dynamic-searcher.ts index 6010c7c..5473e97 100644 --- a/src/interfaces/dynamic-searcher.ts +++ b/src/interfaces/dynamic-searcher.ts @@ -3,7 +3,7 @@ import { Meta } from './meta.js'; import { RemovalResult } from '../dynamic-searchers/removal-result.js'; /** - * A dynamic searcher that, in addition to indexing and searching, can also remove and upsert entities. + * A dynamic searcher that, in addition to indexing and searching, can also remove and upsert entities in bulk. * @typeParam TEntity The type of the entities. * @typeParam TId The type of the entity ids. */ diff --git a/src/interfaces/entity-searcher.ts b/src/interfaces/entity-searcher.ts index 1ec3295..0bae62f 100644 --- a/src/interfaces/entity-searcher.ts +++ b/src/interfaces/entity-searcher.ts @@ -4,7 +4,7 @@ import { Meta } from './meta.js'; import { Query } from './query.js'; /** - * An entity searcher for indexing entities and retrieving matches. + * An entity searcher for indexing entities and retrieving matches. Can also remove and replace single entities. * @typeParam TEntity The type of the entities. * @typeParam TId The type of the entity ids. */ @@ -50,4 +50,20 @@ export interface EntitySearcher extends MementoSerializable { * @returns The terms of the entities. */ getTerms(): string[]; + + /** + * Removes the entity with the given id. + * @param id The id of the entity to remove. + * @returns True if the entity was present, false otherwise. + */ + removeEntity(id: TId): boolean; + + /** + * Replaces the entity with the given id. The terms of the entity are not updated. + * @param id The id of the entity to replace. + * @param newEntity The new entity. + * @param newEntityId The id of the new entity. + * @returns True if the id to replace was present, false otherwise. + */ + replaceEntity(id: TId, newEntity: TEntity, newEntityId: TId): boolean; } diff --git a/src/interfaces/index.ts b/src/interfaces/index.ts index 9f3b429..eabb3bc 100644 --- a/src/interfaces/index.ts +++ b/src/interfaces/index.ts @@ -7,4 +7,8 @@ export { MementoSerializable } from './memento-serializable.js'; export { Meta } from './meta.js'; export { Normalizer } from './normalizer.js'; export { Query } from './query.js'; +export { SearcherType } from './searcher-type.js'; export { StringSearcher } from './string-searcher.js'; +export { StringSearchQuery } from './string-search-query.js'; +export { SearcherSpec, FuzzySearcher, SubstringSearcher, PrefixSearcher } from './searcher-spec.js'; +export { SortOrder } from './sort-order.js'; diff --git a/src/interfaces/meta.ts b/src/interfaces/meta.ts index b0ecc5d..6f3741b 100644 --- a/src/interfaces/meta.ts +++ b/src/interfaces/meta.ts @@ -50,4 +50,14 @@ export class Meta { public get allEntries(): ReadonlyMap { return this.entries; } + + /** + * Serializes the meta object to a JSON object. + * @returns The JSON representation of the meta object. + */ + public toJSON(): object { + return { + entries: Object.fromEntries(this.entries) + }; + } } diff --git a/src/interfaces/query.ts b/src/interfaces/query.ts index 65b798b..381ed26 100644 --- a/src/interfaces/query.ts +++ b/src/interfaces/query.ts @@ -1,3 +1,5 @@ +import { FuzzySearcher, PrefixSearcher, SearcherSpec, SubstringSearcher } from './searcher-spec.js'; + /** * Holds the query string and query parameters. */ @@ -13,22 +15,23 @@ export class Query { public readonly topN: number; /** - * The minimum quality of matches to return. Increasing this value will increase the performance but make - * the searcher less fuzzy. The value must be between 0 and 1. + * The searchers to use. */ - public readonly minQuality: number; + public readonly searchers: SearcherSpec[]; /** * Creates a new instance of the Query class. * @param string The query string. * @param topN The maximum number of matches to return. Provide Infinity to return all matches. - * @param minQuality The minimum quality of matches to return. Increasing this value will increase the - * performance but make the searcher less fuzzy. The value must be between 0 and 1; lower or larger values will be - * clamped. + * @param searchers The searchers to use. */ - public constructor(string: string, topN: number = 10, minQuality: number = 0.3) { + public constructor( + string: string, + topN: number = 10, + searchers = [new FuzzySearcher(0.3), new SubstringSearcher(0), new PrefixSearcher(0)] + ) { this.string = string; this.topN = Math.max(0, topN); - this.minQuality = Math.max(0, Math.min(1, minQuality)); + this.searchers = searchers; } } diff --git a/src/interfaces/searcher-spec.ts b/src/interfaces/searcher-spec.ts new file mode 100644 index 0000000..df02bc5 --- /dev/null +++ b/src/interfaces/searcher-spec.ts @@ -0,0 +1,72 @@ +import { SearcherType } from '../interfaces/searcher-type.js'; + +export class SearcherSpec { + /** + * The searcher type. + */ + public readonly type: SearcherType; + + /** + * The minimum quality of matches to return. Increasing this value will increase the performance but reduce the + * number of matches. Decreasing this value might retrieve irrelevant matches. The value must be greater than or + * equal to 0. + */ + public readonly minQuality: number; + + /** + * Creates a new instance of the SearcherSpec class. + * @param type The searcher type. + * @param minQuality The minimum quality of matches to return. Increasing this value will increase the performance + * but reduce the number of matches. Decreasing this value might retrieve irrelevant matches. The value must be + * greater than or equal to 0. Values below 0 will be clamped to 0. + */ + public constructor(type: SearcherType, minQuality: number) { + this.type = type; + this.minQuality = Math.max(0, minQuality); + } +} + +/** + * Specification for the fuzzy searcher. + */ +export class FuzzySearcher extends SearcherSpec { + /** + * Creates a new instance of the FuzzySearcher class. + * @param minQuality The minimum quality of matches to return. Increasing this value will increase the performance + * but reduce the number of matches. Decreasing this value might retrieve irrelevant matches. The value must be + * greater than or equal to 0. + */ + public constructor(minQuality: number) { + super(SearcherType.Fuzzy, minQuality); + } +} + +/** + * Specification for the substring searcher. + */ +export class SubstringSearcher extends SearcherSpec { + /** + * Creates a new instance of the SubstringSearcher class. + * @param minQuality The minimum quality of matches to return. Increasing this value will increase the performance + * but reduce the number of matches. Decreasing this value might retrieve irrelevant matches. The value must be + * greater than or equal to 0. + */ + public constructor(minQuality: number) { + super(SearcherType.Substring, minQuality); + } +} + +/** + * Specification for the prefix searcher. + */ +export class PrefixSearcher extends SearcherSpec { + /** + * Creates a new instance of the PrefixSearcher class. + * @param minQuality The minimum quality of matches to return. Increasing this value will increase the performance + * but reduce the number of matches. Decreasing this value might retrieve irrelevant matches. The value must be + * greater than or equal to 0. + */ + public constructor(minQuality: number) { + super(SearcherType.Prefix, minQuality); + } +} diff --git a/src/interfaces/searcher-type.ts b/src/interfaces/searcher-type.ts new file mode 100644 index 0000000..3b899d6 --- /dev/null +++ b/src/interfaces/searcher-type.ts @@ -0,0 +1,19 @@ +/** + * Searcher types. + */ +export enum SearcherType { + /** + * Fuzzy searcher type. + */ + Fuzzy = 'fuzzy', + + /** + * Substring searcher type. + */ + Substring = 'substring', + + /** + * Prefix searcher type. + */ + Prefix = 'prefix' +} diff --git a/src/interfaces/sort-order.ts b/src/interfaces/sort-order.ts new file mode 100644 index 0000000..c70122a --- /dev/null +++ b/src/interfaces/sort-order.ts @@ -0,0 +1,14 @@ +/** + * Specifies the sort order for the entity matches. + */ +export enum SortOrder { + /** + * Sort by quality first, then by index. + */ + QualityAndIndex = 'qualityAndIndex', + + /** + * Sort by quality first, then by matched string. + */ + QualityAndMatchedString = 'qualityAndMatchedString' +} diff --git a/src/interfaces/string-search-query.ts b/src/interfaces/string-search-query.ts new file mode 100644 index 0000000..a7c20d7 --- /dev/null +++ b/src/interfaces/string-search-query.ts @@ -0,0 +1,36 @@ +import { SearcherType } from '../interfaces/searcher-type.js'; + +/** + * Query for the string searchers. + */ +export class StringSearchQuery { + /** + * The query string. + */ + public readonly string: string; + + /** + * The minimum quality of matches to return. Increasing this value will increase the performance but reduce the + * number of matches. Decreasing this value might retrieve irrelevant matches. + */ + public readonly minQuality: number; + + /** + * The type of searcher to use. + */ + public readonly searcherType?: SearcherType; + + /** + * Creates a new instance of the Query class. + * @param string The query string. + * @param minQuality The minimum quality of matches to return. Increasing this value will increase the performance + * but reduce the number of matches. Decreasing this value might retrieve irrelevant matches. The value must be + * between 0 and 1; lower or larger values will be clamped. + * @param searcherType The type of searcher to use. + */ + public constructor(string: string, minQuality: number = 0, searcherType?: SearcherType) { + this.string = string; + this.minQuality = Math.max(0, Math.min(1, minQuality)); + this.searcherType = searcherType; + } +} diff --git a/src/interfaces/string-searcher.ts b/src/interfaces/string-searcher.ts index eaa9447..8637952 100644 --- a/src/interfaces/string-searcher.ts +++ b/src/interfaces/string-searcher.ts @@ -1,7 +1,7 @@ import { MementoSerializable } from './memento-serializable.js'; import { Meta } from './meta.js'; -import { Query } from './query.js'; import { Result } from '../string-searchers/result.js'; +import { StringSearchQuery } from './string-search-query.js'; /** * A string searcher for indexing strings and retrieving matches. @@ -19,5 +19,5 @@ export interface StringSearcher extends MementoSerializable { * @param query The query. * @returns The matches. */ - getMatches(query: Query): Result; + getMatches(query: StringSearchQuery): Result; } diff --git a/src/normalization/character-normalizer.test.ts b/src/normalization/character-normalizer.test.ts new file mode 100644 index 0000000..47de715 --- /dev/null +++ b/src/normalization/character-normalizer.test.ts @@ -0,0 +1,84 @@ +import { CharacterNormalizer } from './character-normalizer.js'; +import { StringUtilities } from '../commons/string-utilities.js'; + +const spaceEquivalentCharacters = new Set(['_', '-', '–', '/', ',', '\t']); +const normalizer = new CharacterNormalizer( + (c) => spaceEquivalentCharacters.has(c), + (c) => StringUtilities.isAlphanumeric(c) +); + +test('can normalize empty string', () => { + expect(normalizer.normalize('')).toBe(''); +}); + +test('can normalize single lower case letter', () => { + expect(normalizer.normalize('h')).toBe('h'); +}); + +test('can normalize single upper case letter', () => { + expect(normalizer.normalize('H')).toBe('h'); +}); + +test('can normalize two letters', () => { + expect(normalizer.normalize('He')).toBe('he'); +}); + +test('can normalize three letters', () => { + expect(normalizer.normalize('Hel')).toBe('hel'); +}); + +test('can normalize single word', () => { + expect(normalizer.normalize('HELLO')).toBe('hello'); +}); + +test('can normalize two words', () => { + expect(normalizer.normalize('Hello World')).toBe('hello world'); +}); + +test('can normalize two words with forbidden character', () => { + expect(normalizer.normalize('Hello$World')).toBe('helloworld'); +}); + +test('can normalize single word with spaces', () => { + expect(normalizer.normalize(' hello ')).toBe('hello'); +}); + +test('can normalize two words with spaces', () => { + expect(normalizer.normalize(' hello world ')).toBe('hello world'); +}); + +test('can normalize emoji', () => { + expect(normalizer.normalize('👩‍💻')).toBe(''); +}); + +test('can normalize string with emoji', () => { + expect(normalizer.normalize('hello 👩‍💻 world')).toBe('hello world'); +}); + +test('can normalize string with emoji in the beginning', () => { + expect(normalizer.normalize('👩‍💻helloworld')).toBe('helloworld'); +}); + +test('can normalize string with emoji in the middle', () => { + expect(normalizer.normalize('hello👩‍💻world')).toBe('helloworld'); +}); + +test('can normalize string with emoji in the end', () => { + expect(normalizer.normalize('helloworld👩‍💻')).toBe('helloworld'); +}); + +test('can normalize string with several emojis', () => { + expect(normalizer.normalize('👋hello👋👋world👩‍💻')).toBe('helloworld'); +}); + +test('can normalize string with padding characters', () => { + expect(normalizer.normalize('%hello!world$')).toBe('helloworld'); +}); + +test('can normalize string with space equivalent characters', () => { + expect(normalizer.normalize('Lorem-ipsum_dolor,sit amet')).toBe('lorem ipsum dolor sit amet'); +}); + +test('can normalize string with space equivalent characters and additional spaces', () => { + expect(normalizer.normalize('Lorem- ipsum _dolor , sit amet')).toBe('lorem ipsum dolor sit amet'); +}); diff --git a/src/normalization/ngram-normalizer.ts b/src/normalization/character-normalizer.ts similarity index 59% rename from src/normalization/ngram-normalizer.ts rename to src/normalization/character-normalizer.ts index ba38d23..b5c3710 100644 --- a/src/normalization/ngram-normalizer.ts +++ b/src/normalization/character-normalizer.ts @@ -1,41 +1,19 @@ import { Meta } from '../interfaces/meta.js'; import { NormalizationResult } from './normalization-result.js'; import { Normalizer } from '../interfaces/normalizer.js'; -import { NormalizerConfig } from './normalizer-config.js'; import { StringUtilities } from '../commons/string-utilities.js'; /** - * Normalization for creating proper n-grams. + * Normalizes every character according to the configuration. */ -export class NgramNormalizer implements Normalizer { - /** - * The string that is appended to the left of the input string. - */ - private readonly paddingLeft: string; - - /** - * The string that is appended to the right of the input string. - */ - private readonly paddingRight: string; - - /** - * The string that is inserted for spaces in the input string. - */ - private readonly paddingMiddle: string; - - /** - * A set of all padding characters. - */ - private readonly paddingCharacters: Set; - +export class CharacterNormalizer implements Normalizer { /** * A function that determines whether a character is treated as a space. */ private readonly treatCharacterAsSpace: (c: string) => boolean; /** - * A function that determines whether a character is allowed. Padding characters. - * and surrogate characters are disallowed by default. + * A function that determines whether a character is allowed. Surrogate characters are disallowed by default. */ private readonly allowCharacter: (c: string) => boolean; @@ -45,33 +23,22 @@ export class NgramNormalizer implements Normalizer { private numberOfSurrogateCharacters: number = 0; /** - * Creates a new instance of the NgramNormalizer class. - * @param normalizerConfig The configuration for the normalizer. + * Creates a new instance of the CharacterNormalizer class. + * @param treatCharacterAsSpace A function that determines whether a character is treated as a space. + * @param allowCharacter A function that determines whether a character is allowed. */ - public constructor(normalizerConfig: NormalizerConfig) { - this.paddingLeft = normalizerConfig.paddingLeft; - this.paddingRight = normalizerConfig.paddingRight; - this.paddingMiddle = normalizerConfig.paddingMiddle; - this.paddingCharacters = new Set( - [ - normalizerConfig.paddingLeft.split(''), - normalizerConfig.paddingRight.split(''), - normalizerConfig.paddingMiddle.split('') - ].flat() - ); - this.treatCharacterAsSpace = normalizerConfig.treatCharacterAsSpace; - this.allowCharacter = normalizerConfig.allowCharacter; + public constructor(treatCharacterAsSpace: (c: string) => boolean, allowCharacter: (c: string) => boolean) { + this.treatCharacterAsSpace = treatCharacterAsSpace; + this.allowCharacter = allowCharacter; } /** * {@inheritDoc Normalizer.normalize} */ public normalize(input: string): string { - const normalized: string[] = new Array(input.length + 2); + const normalized: string[] = new Array(input.length); let j = 0; - normalized[j++] = this.paddingLeft; - let previousIsPadding = true; let previousIsSkippedEmptyChar = false; let properCharacterAdded = false; @@ -85,19 +52,16 @@ export class NgramNormalizer implements Normalizer { if (normalizedChar === ' ') { previousIsSkippedEmptyChar = true; } else { - if (previousIsSkippedEmptyChar && !previousIsPadding) { - normalized[j++] = this.paddingMiddle; + if (previousIsSkippedEmptyChar && properCharacterAdded) { + normalized[j++] = ' '; } normalized[j++] = normalizedChar; properCharacterAdded = true; - previousIsPadding = false; previousIsSkippedEmptyChar = false; } } - normalized[j++] = this.paddingRight; - if (!properCharacterAdded) { return ''; } @@ -116,7 +80,7 @@ export class NgramNormalizer implements Normalizer { return ' '; } - if (this.isSurrogate(character) || this.paddingCharacters.has(character) || !this.allowCharacter(character)) { + if (this.isSurrogate(character) || !this.allowCharacter(character)) { return ''; } diff --git a/src/normalization/default-normalizer-non-latin.test.ts b/src/normalization/default-normalizer-non-latin.test.ts index 6eb0410..851762d 100644 --- a/src/normalization/default-normalizer-non-latin.test.ts +++ b/src/normalization/default-normalizer-non-latin.test.ts @@ -2,9 +2,6 @@ import { DefaultNormalizer } from './default-normalizer.js'; import { NormalizerConfig } from './normalizer-config.js'; const config = NormalizerConfig.createDefaultConfig(); -config.paddingLeft = ''; -config.paddingRight = ''; -config.paddingMiddle = ' '; config.allowCharacter = (_c: string) => true; const normalizer = DefaultNormalizer.create(config); diff --git a/src/normalization/default-normalizer.test.ts b/src/normalization/default-normalizer.test.ts index 914c2a0..1adf14b 100644 --- a/src/normalization/default-normalizer.test.ts +++ b/src/normalization/default-normalizer.test.ts @@ -1,66 +1,21 @@ import { DefaultNormalizer } from './default-normalizer.js'; import { NormalizerConfig } from './normalizer-config.js'; -const normalizer = DefaultNormalizer.create(NormalizerConfig.createDefaultConfig()); - const config = NormalizerConfig.createDefaultConfig(); -config.paddingLeft = ''; -config.paddingRight = ''; -config.paddingMiddle = ' '; -const noPaddingNormalizer = DefaultNormalizer.create(config); - -test('normalization test 1', () => { - expect(normalizer.normalize('Mikael Håkansson')).toBe('$$mikael!$$haakansson!'); -}); - -test('normalization test 2', () => { - expect(normalizer.normalize('Klara Åberg')).toBe('$$klara!$$aaberg!'); -}); - -test('normalization test 3', () => { - expect(normalizer.normalize('Andel Hadžić')).toBe('$$andel!$$hadzic!'); -}); - -test('normalization test 4', () => { - expect(normalizer.normalize('Lenni Gilliéron')).toBe('$$lenni!$$gillieron!'); -}); - -test('normalization test 5', () => { - expect(normalizer.normalize('Julieta Nieto Ríos')).toBe('$$julieta!$$nieto!$$rios!'); -}); - -test('normalization test 6', () => { - expect(normalizer.normalize('Æstrid Ærenlund')).toBe('$$aestrid!$$aerenlund!'); -}); - -test('normalization test 7', () => { - expect(normalizer.normalize('Ømer Østergaard')).toBe('$$omer!$$ostergaard!'); -}); - -test('normalization test 8', () => { - expect(normalizer.normalize('Sơn Lâm Đặng')).toBe('$$son!$$lam!$$dang!'); -}); - -test('normalization test 9', () => { - expect(normalizer.normalize('Thanh Việt Đoàn')).toBe('$$thanh!$$viet!$$doan!'); -}); - -test('normalization test 10', () => { - expect(normalizer.normalize('Thiên Duyên Tô')).toBe('$$thien!$$duyen!$$to!'); -}); +const normalizer = DefaultNormalizer.create(config); test('German Eszett', () => { - expect(noPaddingNormalizer.normalize('Fußball')).toBe('fussball'); + expect(normalizer.normalize('Fußball')).toBe('fussball'); }); test('German umlauts', () => { - expect(noPaddingNormalizer.normalize('ä ö ü')).toBe('ae oe ue'); + expect(normalizer.normalize('ä ö ü')).toBe('ae oe ue'); }); test('variatons of a', () => { // source: https://en.wiktionary.org/wiki/Appendix:Latin_script expect( - noPaddingNormalizer.normalize( + normalizer.normalize( 'Áá Àà Ââ Ǎǎ Ăă Ãã Ảả Ȧȧ Ạạ Ää Åå Ḁḁ Āā Ąą ᶏ Ⱥⱥ Ȁȁ Ấấ Ầầ Ẫẫ Ẩẩ Ậậ Ắắ Ằằ Ẵẵ Ẳẳ Ặặ Ǻǻ Ǡǡ Ǟǟ Ȃȃ Ɑɑ ᴀ Ɐɐ ɒ Ａａ' + ' Ææ ᴁ ᴭ ᵆ Ǽǽ Ǣǣ ᴂ' ) @@ -73,7 +28,7 @@ test('variatons of a', () => { test('variatons of u', () => { // source: https://en.wiktionary.org/wiki/Appendix:Latin_script expect( - noPaddingNormalizer.normalize( + normalizer.normalize( 'Úú Ùù Ŭŭ Ûû Ǔǔ Ůů Üü Ǘǘ Ǜǜ Ǚǚ Ǖǖ Űű Ũũ Ṹṹ Ųų Ūū Ṻṻ Ủủ Ȕȕ Ȗȗ Ưư Ứứ Ừừ Ữữ Ửử Ựự Ụụ Ṳṳ Ṷṷ Ṵṵ Ʉʉ Ʊʊ Ȣȣ ᵾ ᶙ ᴜ Ｕｕ' + ' ᵫ ɯ' ) @@ -85,7 +40,7 @@ test('variatons of u', () => { test('variatons of s', () => { // source: https://en.wiktionary.org/wiki/Appendix:Latin_script - expect(noPaddingNormalizer.normalize('ſ ẞß Śś Ṥṥ Ŝŝ Šš Ṧṧ Ṡṡẛ Şş Ṣṣ Ṩṩ Șș S̩s̩ ᵴ ᶊ ʂ ȿ ꜱ Ʃʃ Ｓｓ')).toBe( + expect(normalizer.normalize('ſ ẞß Śś Ṥṥ Ŝŝ Šš Ṧṧ Ṡṡẛ Şş Ṣṣ Ṩṩ Șș S̩s̩ ᵴ ᶊ ʂ ȿ ꜱ Ʃʃ Ｓｓ')).toBe( 's ssss ss ss ss ss ss sss ss ss ss ss ss s s s s s ss ss' ); }); diff --git a/src/normalization/default-normalizer.ts b/src/normalization/default-normalizer.ts index 712245a..26d68be 100644 --- a/src/normalization/default-normalizer.ts +++ b/src/normalization/default-normalizer.ts @@ -1,6 +1,6 @@ +import { CharacterNormalizer } from './character-normalizer.js'; import { GenericNormalizer } from './generic-normalizer.js'; import { MultiNormalizer } from './multi-normalizer.js'; -import { NgramNormalizer } from './ngram-normalizer.js'; import { Normalizer } from '../interfaces/normalizer.js'; import { NormalizerConfig } from './normalizer-config.js'; import { SanitizingNormalizer } from './sanitizing-normalizer.js'; @@ -21,7 +21,10 @@ export class DefaultNormalizer { variation.toLowerCase().normalize('NFKC') ); const normalizer3 = new GenericNormalizer((input: string): string => input.normalize('NFKD')); - const normalizer4 = new NgramNormalizer(normalizerConfig); + const normalizer4 = new CharacterNormalizer( + normalizerConfig.treatCharacterAsSpace, + normalizerConfig.allowCharacter + ); const multiNormalizer = new MultiNormalizer([normalizer1, normalizer2, normalizer3, normalizer4]); return multiNormalizer; } diff --git a/src/normalization/index.ts b/src/normalization/index.ts index 5d5f47d..a9f92fe 100644 --- a/src/normalization/index.ts +++ b/src/normalization/index.ts @@ -1,8 +1,8 @@ +export { CharacterNormalizer } from './character-normalizer.js'; export { DefaultNormalizer } from './default-normalizer.js'; export { GenericNormalizer } from './generic-normalizer.js'; export { LatinReplacements } from './latin-replacements.js'; export { MultiNormalizer } from './multi-normalizer.js'; -export { NgramNormalizer } from './ngram-normalizer.js'; export { NormalizationResult } from './normalization-result.js'; export { NormalizerConfig } from './normalizer-config.js'; export { SanitizingNormalizer } from './sanitizing-normalizer.js'; diff --git a/src/normalization/ngram-full-normalizer.test.ts b/src/normalization/ngram-full-normalizer.test.ts new file mode 100644 index 0000000..af14c22 --- /dev/null +++ b/src/normalization/ngram-full-normalizer.test.ts @@ -0,0 +1,48 @@ +import { DefaultNormalizer } from './default-normalizer.js'; +import { MultiNormalizer } from './multi-normalizer.js'; +import { NgramNormalizer } from '../fuzzy-searchers/ngram-normalizer.js'; +import { NormalizerConfig } from './normalizer-config.js'; + +const defaultNormalizer = DefaultNormalizer.create(NormalizerConfig.createDefaultConfig()); +const ngramNormalizer = new NgramNormalizer('$$', '!', '!$$'); +const normalizer = new MultiNormalizer([defaultNormalizer, ngramNormalizer]); + +test('normalization test 1', () => { + expect(normalizer.normalize('Mikael Håkansson')).toBe('$$mikael!$$haakansson!'); +}); + +test('normalization test 2', () => { + expect(normalizer.normalize('Klara Åberg')).toBe('$$klara!$$aaberg!'); +}); + +test('normalization test 3', () => { + expect(normalizer.normalize('Andel Hadžić')).toBe('$$andel!$$hadzic!'); +}); + +test('normalization test 4', () => { + expect(normalizer.normalize('Lenni Gilliéron')).toBe('$$lenni!$$gillieron!'); +}); + +test('normalization test 5', () => { + expect(normalizer.normalize('Julieta Nieto Ríos')).toBe('$$julieta!$$nieto!$$rios!'); +}); + +test('normalization test 6', () => { + expect(normalizer.normalize('Æstrid Ærenlund')).toBe('$$aestrid!$$aerenlund!'); +}); + +test('normalization test 7', () => { + expect(normalizer.normalize('Ømer Østergaard')).toBe('$$omer!$$ostergaard!'); +}); + +test('normalization test 8', () => { + expect(normalizer.normalize('Sơn Lâm Đặng')).toBe('$$son!$$lam!$$dang!'); +}); + +test('normalization test 9', () => { + expect(normalizer.normalize('Thanh Việt Đoàn')).toBe('$$thanh!$$viet!$$doan!'); +}); + +test('normalization test 10', () => { + expect(normalizer.normalize('Thiên Duyên Tô')).toBe('$$thien!$$duyen!$$to!'); +}); diff --git a/src/normalization/ngram-normalizer.test.ts b/src/normalization/ngram-normalizer.test.ts index 643e5f1..a6f6054 100644 --- a/src/normalization/ngram-normalizer.test.ts +++ b/src/normalization/ngram-normalizer.test.ts @@ -1,80 +1,23 @@ -import { NgramNormalizer } from './ngram-normalizer.js'; -import { NormalizerConfig } from './normalizer-config.js'; +import { NgramNormalizer } from '../fuzzy-searchers/ngram-normalizer.js'; -const config = NormalizerConfig.createDefaultConfig(); -config.paddingLeft = '$$'; -config.paddingRight = '!!'; -config.paddingMiddle = '%%'; -const normalizer = new NgramNormalizer(config); +const normalizer = new NgramNormalizer('$$', '!!', '%%'); test('can normalize empty string', () => { expect(normalizer.normalize('')).toBe(''); }); -test('can normalize single lower case letter', () => { +test('can normalize single letter', () => { expect(normalizer.normalize('h')).toBe('$$h!!'); }); -test('can normalize single upper case letter', () => { - expect(normalizer.normalize('H')).toBe('$$h!!'); -}); - -test('can normalize two letters', () => { - expect(normalizer.normalize('He')).toBe('$$he!!'); -}); - -test('can normalize three letters', () => { - expect(normalizer.normalize('Hel')).toBe('$$hel!!'); -}); - test('can normalize single word', () => { - expect(normalizer.normalize('HELLO')).toBe('$$hello!!'); + expect(normalizer.normalize('hello')).toBe('$$hello!!'); }); test('can normalize two words', () => { - expect(normalizer.normalize('Hello World')).toBe('$$hello%%world!!'); -}); - -test('can normalize single word with spaces', () => { - expect(normalizer.normalize(' hello ')).toBe('$$hello!!'); -}); - -test('can normalize two words with spaces', () => { - expect(normalizer.normalize(' hello world ')).toBe('$$hello%%world!!'); -}); - -test('can normalize emoji', () => { - expect(normalizer.normalize('👩‍💻')).toBe(''); -}); - -test('can normalize string with emoji', () => { - expect(normalizer.normalize('hello 👩‍💻 world')).toBe('$$hello%%world!!'); -}); - -test('can normalize string with emoji in the beginning', () => { - expect(normalizer.normalize('👩‍💻helloworld')).toBe('$$helloworld!!'); -}); - -test('can normalize string with emoji in the middle', () => { - expect(normalizer.normalize('hello👩‍💻world')).toBe('$$helloworld!!'); -}); - -test('can normalize string with emoji in the end', () => { - expect(normalizer.normalize('helloworld👩‍💻')).toBe('$$helloworld!!'); -}); - -test('can normalize string with several emojis', () => { - expect(normalizer.normalize('👋hello👋👋world👩‍💻')).toBe('$$helloworld!!'); -}); - -test('can normalize string with padding characters', () => { - expect(normalizer.normalize('%hello!world$')).toBe('$$helloworld!!'); -}); - -test('can normalize string with space equivalent characters', () => { - expect(normalizer.normalize('Lorem-ipsum_dolor,sit amet')).toBe('$$lorem%%ipsum%%dolor%%sit%%amet!!'); + expect(normalizer.normalize('hello world')).toBe('$$hello%%world!!'); }); -test('can normalize string with space equivalent characters and additional spaces', () => { - expect(normalizer.normalize('Lorem- ipsum _dolor , sit amet')).toBe('$$lorem%%ipsum%%dolor%%sit%%amet!!'); +test('can normalize three words', () => { + expect(normalizer.normalize('hello new world')).toBe('$$hello%%new%%world!!'); }); diff --git a/src/normalization/normalizer-config.ts b/src/normalization/normalizer-config.ts index e3ee737..a95bbda 100644 --- a/src/normalization/normalizer-config.ts +++ b/src/normalization/normalizer-config.ts @@ -7,19 +7,13 @@ import { StringUtilities } from '../commons/string-utilities.js'; export class NormalizerConfig { /** * Creates a new instance of the NormalizerConfig class. - * @param paddingLeft The string that is appended to the left of the input string. - * @param paddingRight The string that is appended to the right of the input string. - * @param paddingMiddle The string that is inserted for spaces in the input string. * @param replacements A list of replacement maps. Each map maps from the variation character to the base * character(s). * @param treatCharacterAsSpace A function that determines whether a character is treated as a space. - * @param allowCharacter A function that determines whether a character is allowed. Padding characters and surrogate - * characters are disallowed by default. + * @param allowCharacter A function that determines whether a character is allowed. Surrogate characters are + * disallowed by default. */ public constructor( - public paddingLeft: string, - public paddingRight: string, - public paddingMiddle: string, public replacements: Map[], public treatCharacterAsSpace: (c: string) => boolean, public allowCharacter: (c: string) => boolean @@ -27,10 +21,8 @@ export class NormalizerConfig { /** * Creates an opinionated default normalizer config. Applies latin replacements and filters out non-alphanumeric - * characters. Strings are padded with '$$' on the left, '!' on the right, and '!$$' in the middle. The config is - * closely related to the default NgramComputerConfig. - * The full normalization pipeline is built in the class DefaultNormalizer and includes a lowercasing and an NFKD - * normalization step. + * characters. The full normalization pipeline is built in the class DefaultNormalizer and includes a lowercasing and + * an NFKD normalization step. * @returns The default normalizer config. */ public static createDefaultConfig(): NormalizerConfig { @@ -40,13 +32,6 @@ export class NormalizerConfig { return StringUtilities.isAlphanumeric(c); }; - return new NormalizerConfig( - '$$', - '!', - '!$$', - [LatinReplacements.Value], - (c) => spaceEquivalentCharacters.has(c), - allowCharacter - ); + return new NormalizerConfig([LatinReplacements.Value], (c) => spaceEquivalentCharacters.has(c), allowCharacter); } } diff --git a/src/performance-test/README.md b/src/performance-test/README.md new file mode 100644 index 0000000..a101d85 --- /dev/null +++ b/src/performance-test/README.md @@ -0,0 +1 @@ +Run the performance test via the 'Run Task' command in VS Code. \ No newline at end of file diff --git a/src/performance-test/main.ts b/src/performance-test/main.ts new file mode 100644 index 0000000..2f8b844 --- /dev/null +++ b/src/performance-test/main.ts @@ -0,0 +1,64 @@ +/** + * Performance test. Run this file and check the git diff of the output files to see how the performance changed. + */ + +import { readFileSync, writeFileSync } from 'fs'; +import { Config } from '../config.js'; +import { Meta } from '../interfaces/meta.js'; +import { PerformanceTest } from '../performance/performance-test.js'; +import { Query } from '../interfaces/query.js'; +import { Report } from '../performance/report.js'; +import { SearcherFactory } from '../searcher-factory.js'; +import { SearcherType } from '../interfaces/searcher-type.js'; +import { TestRunParameters } from '../performance/test-run-parameters.js'; + +const outputPath = './src/performance-test/output'; +const seed = 0; +const numberOfQueries = 2_000; +const topN = 10; + +const text = readFileSync('./data/world-ctvs.txt', 'utf8'); +const lines = text.split('\n').slice(1); +const entities = lines.map((l, index) => ({ id: index, name: l })); + +interface GeoEntity { + id: number; + name: string; +} + +const config = Config.createDefaultConfig(); +config.searcherTypes = [SearcherType.Fuzzy, SearcherType.Substring, SearcherType.Prefix]; +config.normalizerConfig.allowCharacter = (_) => true; +const searcher = SearcherFactory.createSearcher(config); + +console.log(`Indexing ${entities.length} entities...`); +const indexingMeta: Meta = searcher.indexEntities( + entities, + (e) => e.id, + (e) => e.name.split(';') +); +const metaJson = metaToJson(indexingMeta); +writeFileSync(`${outputPath}/_indexing-meta.txt`, metaJson, { encoding: 'utf8' }); +console.log(metaJson); + +const performanceTest: PerformanceTest = new PerformanceTest(searcher); +const testRunParameters: TestRunParameters = new TestRunParameters( + seed, + numberOfQueries, + topN, + new Query('').searchers +); + +console.log('Running performance test...'); +const report: Report = performanceTest.run(testRunParameters); +const reportJson = reportToJson(report); +writeFileSync(`${outputPath}/performance.txt`, reportJson); +console.log(reportJson); + +function metaToJson(meta: Meta): string { + return JSON.stringify(Object.fromEntries(meta.allEntries), null, 2); +} + +function reportToJson(report: Report): string { + return JSON.stringify(report, null, 2); +} diff --git a/src/performance-test/output/_indexing-meta.txt b/src/performance-test/output/_indexing-meta.txt new file mode 100644 index 0000000..d308752 --- /dev/null +++ b/src/performance-test/output/_indexing-meta.txt @@ -0,0 +1,12 @@ +{ + "indexingDurationSuffixArraySearcher": 2911, + "numberOfInvalidTerms": 1, + "indexingDurationFuzzySearcher": 3748, + "normalizationDurationNgrams": 283, + "numberOfDistinctTerms": 1190185, + "normalizationDurationDefault": 1493, + "numberOfSurrogateCharacters": 46, + "numberOfEntities": 1237154, + "numberOfTerms": 1237486, + "indexingDurationTotal": 10005 +} \ No newline at end of file diff --git a/src/performance-test/output/performance.txt b/src/performance-test/output/performance.txt new file mode 100644 index 0000000..64de68b --- /dev/null +++ b/src/performance-test/output/performance.txt @@ -0,0 +1,41 @@ +{ + "testParameters": { + "testSeed": 0, + "numberOfQueries": 2000, + "topN": 10, + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] + }, + "queryCounts": { + "prefixQueries": 1003, + "substringQueries": 997, + "transpositionErrors": 299 + }, + "totalDuration": 2297.086775000058, + "averageDuration": 1.148543387500029, + "standardDeviation": 1.1531595937361367, + "fastest": { + "query": "Roui", + "duration": 0.013291999999637483 + }, + "slowest": { + "query": "浩庄", + "duration": 9.378167000000758 + }, + "longest": { + "query": "Şehit Jandarma Binbaşı Kıvanç Cesur M", + "duration": 2.9190419999995356 + } +} \ No newline at end of file diff --git a/src/performance/index.ts b/src/performance/index.ts index 3a089ec..44a0be4 100644 --- a/src/performance/index.ts +++ b/src/performance/index.ts @@ -1,4 +1,5 @@ export { PerformanceTest } from './performance-test.js'; +export { QueryCounts } from './query-counts.js'; export { Report } from './report.js'; export { TestRunParameters } from './test-run-parameters.js'; export { TimedQuery } from './timed-query.js'; diff --git a/src/performance/performance-test.ts b/src/performance/performance-test.ts index 15d72b1..b0a654b 100644 --- a/src/performance/performance-test.ts +++ b/src/performance/performance-test.ts @@ -1,5 +1,6 @@ import { DynamicSearcher } from '../interfaces/dynamic-searcher.js'; import { Query } from '../interfaces/query.js'; +import { QueryCounts } from './query-counts.js'; import { Report } from './report.js'; import { TestRunParameters } from './test-run-parameters.js'; import { TimedQuery } from './timed-query.js'; @@ -18,6 +19,11 @@ export class PerformanceTest { */ private random: () => number; + /** + * The query counts. + */ + private queryCounts: QueryCounts; + /** * Creates a new instance of the PerformanceTest class. * @param dynamicSearcher The searcher to test. @@ -25,6 +31,7 @@ export class PerformanceTest { public constructor(public readonly dynamicSearcher: DynamicSearcher) { this.terms = []; this.random = this.mulberry32(0); + this.queryCounts = new QueryCounts(); } /** @@ -33,22 +40,25 @@ export class PerformanceTest { * @returns The performance test report. */ public run(parameters: TestRunParameters): Report { + console.log(`Running performance test with parameters: ${JSON.stringify(parameters, null, 2)}`); const measurements: TimedQuery[] = []; this.terms = this.dynamicSearcher.getTerms().filter((t) => t); this.random = this.mulberry32(parameters.testSeed); + this.queryCounts = new QueryCounts(); const numberOfQueries = this.terms.length === 0 ? 0 : parameters.numberOfQueries; for (let i = 0, l = numberOfQueries; i < l; i++) { const queryString = this.GetRandomQueryString(); - const query = new Query(queryString, parameters.topN, parameters.minQuality); + const query = new Query(queryString, parameters.topN, [...parameters.searchers]); const start = performance.now(); - const _result = this.dynamicSearcher.getMatches(query); + const _ = this.dynamicSearcher.getMatches(query); const duration = performance.now() - start; measurements.push(new TimedQuery(queryString, duration)); } return Report.Create( - new TestRunParameters(parameters.testSeed, numberOfQueries, parameters.topN, parameters.minQuality), + new TestRunParameters(parameters.testSeed, numberOfQueries, parameters.topN, parameters.searchers), + this.queryCounts, measurements ); } @@ -60,8 +70,35 @@ export class PerformanceTest { */ private GetRandomQueryString(): string { const term: string = this.GetRandomTerm(); - const length: number = this.getRandomInteger(1, term.length); - return term.substring(0, length); + let start: number; + + if (this.RollPercentage(0.5)) { + start = 0; + this.queryCounts.prefixQueries++; + } else { + start = this.getRandomInteger(0, term.length); + this.queryCounts.substringQueries++; + } + + const end = this.getRandomInteger(start + 1, term.length + 1); + const substring: string = term.substring(start, end); + + if (substring.length < 2 || this.RollPercentage(0.8)) { + return substring; + } + + const errorPosition = this.getRandomInteger(0, substring.length - 1); + this.queryCounts.transpositionErrors++; + return ( + substring.substring(0, errorPosition) + + substring[errorPosition + 1] + + substring[errorPosition] + + substring.substring(errorPosition + 2) + ); + } + + private RollPercentage(chance: number): boolean { + return this.random() < chance; } /** diff --git a/src/performance/query-counts.ts b/src/performance/query-counts.ts new file mode 100644 index 0000000..aa7be18 --- /dev/null +++ b/src/performance/query-counts.ts @@ -0,0 +1,24 @@ +/** + * Counts of the generated queries. + */ +export class QueryCounts { + /** + * The number of generated prefix queries. + */ + public prefixQueries: number = 0; + + /** + * The number of generated substring queries. + */ + public substringQueries: number = 0; + + /** + * The number of queries that included a transposition error. + */ + public transpositionErrors: number = 0; + + /** + * Creates a new instance of the QueryCounts class. + */ + public constructor() {} +} diff --git a/src/performance/report.ts b/src/performance/report.ts index add5e04..1b7257a 100644 --- a/src/performance/report.ts +++ b/src/performance/report.ts @@ -1,3 +1,4 @@ +import { QueryCounts } from './query-counts.js'; import { TestRunParameters } from './test-run-parameters.js'; import { TimedQuery } from './timed-query.js'; @@ -8,6 +9,7 @@ export class Report { /** * Creates a new instance of the Report class. * @param testParameters The parameters of the test run. + * @param queryCounts Counts of the generated and run queries. * @param totalDuration The total duration of all queries in milliseconds. * @param averageDuration The average duration of a query in milliseconds. * @param standardDeviation The standard deviation of the query durations in milliseconds. @@ -17,6 +19,7 @@ export class Report { */ public constructor( public readonly testParameters: TestRunParameters, + public readonly queryCounts: QueryCounts, public readonly totalDuration: number, public readonly averageDuration: number, public readonly standardDeviation: number, @@ -28,13 +31,19 @@ export class Report { /** * Creates a report from the timed queries. * @param testRunParameters The parameters of the test run. + * @param queryCounts Counts of the generated and run queries. * @param measurements The timed queries. * @returns The performance report. */ - public static Create(testRunParameters: TestRunParameters, measurements: TimedQuery[]): Report { + public static Create( + testRunParameters: TestRunParameters, + queryCounts: QueryCounts, + measurements: TimedQuery[] + ): Report { if (measurements.length === 0) { return new Report( testRunParameters, + queryCounts, 0, 0, 0, @@ -52,7 +61,16 @@ export class Report { const fastest: TimedQuery = measurements.reduce((prev, cur) => (prev.duration < cur.duration ? prev : cur)); const slowest: TimedQuery = measurements.reduce((prev, cur) => (prev.duration > cur.duration ? prev : cur)); const longest: TimedQuery = measurements.reduce((prev, cur) => (prev.query.length > cur.query.length ? prev : cur)); - return new Report(testRunParameters, totalDuration, averageDuration, standardDeviation, fastest, slowest, longest); + return new Report( + testRunParameters, + queryCounts, + totalDuration, + averageDuration, + standardDeviation, + fastest, + slowest, + longest + ); } /** diff --git a/src/performance/test-run-parameters.ts b/src/performance/test-run-parameters.ts index 32404d7..591407c 100644 --- a/src/performance/test-run-parameters.ts +++ b/src/performance/test-run-parameters.ts @@ -1,3 +1,5 @@ +import { SearcherSpec } from '../interfaces/searcher-spec.js'; + /** * Parameters of a performance test run. */ @@ -7,12 +9,12 @@ export class TestRunParameters { * @param testSeed The random seed used for the test. * @param numberOfQueries The number of executed queries. * @param topN The maximum number of matches to return. - * @param minQuality The minimum quality of matches to return. + * @param searchers The searchers used in the test. */ public constructor( public readonly testSeed: number, public readonly numberOfQueries: number, public readonly topN: number, - public readonly minQuality: number + public readonly searchers: readonly SearcherSpec[] ) {} } diff --git a/src/regression-test/README.md b/src/regression-test/README.md new file mode 100644 index 0000000..e1c2e75 --- /dev/null +++ b/src/regression-test/README.md @@ -0,0 +1 @@ +Run the regression test via the 'Run and Debug' action on the left sidebar in VS Code. \ No newline at end of file diff --git a/src/regression-test/main.ts b/src/regression-test/main.ts index c3a315f..6f878cd 100644 --- a/src/regression-test/main.ts +++ b/src/regression-test/main.ts @@ -1,6 +1,6 @@ -/* - Regression tests. Run this file and check the git diff of the output files to see what changed. -*/ +/** + * Regression tests. Run this file and check the git diff of the output files to see what changed. + */ import { readFileSync, writeFileSync } from 'fs'; import { Config } from '../config.js'; @@ -36,12 +36,14 @@ const indexingMeta: Meta = searcher.indexEntities( (e) => e.id, (e) => e.name.split(';') ); -writeFileSync(`${outputPath}/_indexing-meta.txt`, metaToJson(indexingMeta), { encoding: 'utf8' }); +const metaJson = metaToJson(indexingMeta); +writeFileSync(`${outputPath}/_indexing-meta.txt`, metaJson, { encoding: 'utf8' }); +console.log(metaJson); console.log('Running queries...'); runQuery('carcassonne-prefix', 'carcasso'); -runQuery('carcassonne-infix', 'cassonn'); +runQuery('carcassonne-substring', 'cassonn'); runQuery('carcassonne-suffix', 'sonne'); runQuery('munich-insertion', 'muniich'); runQuery('boston-deletion', 'bostn'); diff --git a/src/regression-test/output/_indexing-meta.txt b/src/regression-test/output/_indexing-meta.txt index 74697ef..7d4d82f 100644 --- a/src/regression-test/output/_indexing-meta.txt +++ b/src/regression-test/output/_indexing-meta.txt @@ -1,9 +1,12 @@ { + "indexingDurationSuffixArraySearcher": 2683, "numberOfInvalidTerms": 1, + "indexingDurationFuzzySearcher": 3568, + "normalizationDurationNgrams": 264, "numberOfDistinctTerms": 1190185, - "normalizationDuration": 1342, + "normalizationDurationDefault": 1417, "numberOfSurrogateCharacters": 46, "numberOfEntities": 1237154, "numberOfTerms": 1237486, - "indexingDuration": 6741 + "indexingDurationTotal": 9295 } \ No newline at end of file diff --git a/src/regression-test/output/boston-deletion.txt b/src/regression-test/output/boston-deletion.txt index e79d565..25e0963 100644 --- a/src/regression-test/output/boston-deletion.txt +++ b/src/regression-test/output/boston-deletion.txt @@ -1,7 +1,20 @@ { "string": "bostn", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] } { @@ -10,13 +23,13 @@ Rank Entity Matched String Quality -1 Bosti Bosti 0.67 -2 Bosto Bosto 0.67 -3 Bosta Bosta 0.67 +1 Bosta Bosta 0.67 +2 Bosti Bosti 0.67 +3 Bosto Bosto 0.67 4 Bost Bost 0.63 -5 Boston Boston 0.54 -6 Boston Boston 0.54 +5 Bostan Bostan 0.54 +6 Bostel Bostel 0.54 7 Boston Boston 0.54 8 Boston Boston 0.54 -9 Bostel Bostel 0.54 -10 Bostan Bostan 0.54 \ No newline at end of file +9 Boston Boston 0.54 +10 Boston Boston 0.54 \ No newline at end of file diff --git a/src/regression-test/output/boulder-creek-substitution.txt b/src/regression-test/output/boulder-creek-substitution.txt index 5ea8a03..d10307a 100644 --- a/src/regression-test/output/boulder-creek-substitution.txt +++ b/src/regression-test/output/boulder-creek-substitution.txt @@ -1,7 +1,20 @@ { "string": "boulder creak", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] } { @@ -13,10 +26,10 @@ Rank Entity Matched String 1 Boulder Creek Boulder Creek 0.75 2 Boulder City Boulder City 0.61 3 Boulder Boulder 0.54 -4 Bouldercombe Bouldercombe 0.54 -5 South Boulder South Boulder 0.54 -6 Boulder Boulder 0.54 -7 Boulder Hill Boulder Hill 0.54 -8 The Boulders The Boulders 0.47 -9 Boulders Boulders 0.47 +4 Boulder Boulder 0.54 +5 Boulder Hill Boulder Hill 0.54 +6 Bouldercombe Bouldercombe 0.54 +7 South Boulder South Boulder 0.54 +8 Boulders Boulders 0.47 +9 The Boulders The Boulders 0.47 10 Boulder Junction Boulder Junction 0.45 \ No newline at end of file diff --git a/src/regression-test/output/carcassonne-infix.txt b/src/regression-test/output/carcassonne-infix.txt deleted file mode 100644 index 50596ad..0000000 --- a/src/regression-test/output/carcassonne-infix.txt +++ /dev/null @@ -1,22 +0,0 @@ -{ - "string": "cassonn", - "topN": 10, - "minQuality": 0.3 -} - -{ - "queryDuration": 4 -} - -Rank Entity Matched String Quality - -1 Cassone Cassone 0.75 -2 Casson Casson 0.71 -3 Cassou Cassou 0.59 -4 Cassola Cassola 0.59 -5 Cassop Cassop 0.59 -6 Canossa Canossa 0.59 -7 Cassoneca Cassoneca 0.57 -8 Cassongue Cassongue 0.57 -9 Carcassonne Carcassonne 0.55 -10 Cassoday Cassoday 0.53 \ No newline at end of file diff --git a/src/regression-test/output/carcassonne-prefix.txt b/src/regression-test/output/carcassonne-prefix.txt index e591958..dbbd46d 100644 --- a/src/regression-test/output/carcassonne-prefix.txt +++ b/src/regression-test/output/carcassonne-prefix.txt @@ -1,7 +1,20 @@ { "string": "carcasso", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] } { @@ -10,13 +23,13 @@ Rank Entity Matched String Quality -1 Carcasse Carcasse 0.74 -2 Carcassonne Carcassonne 0.63 +1 Carcassonne Carcassonne 2.73 +2 Carcasse Carcasse 0.74 3 Carasso Carasso 0.63 4 Carcas Carcas 0.63 -5 Carcasí Carcasí 0.63 -6 Carcasi Carcasi 0.63 +5 Carcasi Carcasi 0.63 +6 Carcasí Carcasí 0.63 7 Carcaboso Carcaboso 0.57 8 Casaracra Casaracra 0.57 -9 Cassou Cassou 0.53 -10 Caracase Caracase 0.53 \ No newline at end of file +9 Caracase Caracase 0.53 +10 Cassou Cassou 0.53 \ No newline at end of file diff --git a/src/regression-test/output/carcassonne-substring.txt b/src/regression-test/output/carcassonne-substring.txt new file mode 100644 index 0000000..e960839 --- /dev/null +++ b/src/regression-test/output/carcassonne-substring.txt @@ -0,0 +1,35 @@ +{ + "string": "cassonn", + "topN": 10, + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] +} + +{ + "queryDuration": 4 +} + +Rank Entity Matched String Quality + +1 Carcassonne Carcassonne 1.64 +2 Cassone Cassone 0.75 +3 Casson Casson 0.71 +4 Canossa Canossa 0.59 +5 Cassola Cassola 0.59 +6 Cassop Cassop 0.59 +7 Cassou Cassou 0.59 +8 Cassoneca Cassoneca 0.57 +9 Cassongue Cassongue 0.57 +10 Cassoday Cassoday 0.53 \ No newline at end of file diff --git a/src/regression-test/output/carcassonne-suffix.txt b/src/regression-test/output/carcassonne-suffix.txt index 6b22d4a..2bd27d5 100644 --- a/src/regression-test/output/carcassonne-suffix.txt +++ b/src/regression-test/output/carcassonne-suffix.txt @@ -1,22 +1,35 @@ { "string": "sonne", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] } { - "queryDuration": 2 + "queryDuration": 0 } Rank Entity Matched String Quality -1 Sonnen Sonnen 0.81 -2 Sonene Sonene 0.68 -3 Sonna Sonna 0.67 -4 Sonna Sonna 0.67 -5 Sone Sone 0.63 -6 Sonon Sonon 0.63 -7 Sone Sone 0.63 -8 Sone Sone 0.63 -9 Sonnega Sonnega 0.59 -10 Sonnar Sonnar 0.54 \ No newline at end of file +1 Sonnen Sonnen 2.83 +2 Sonnega Sonnega 2.71 +3 Sonneberg Sonneberg 2.56 +4 Sonneborn Sonneborn 2.56 +5 Sonnefeld Sonnefeld 2.56 +6 Sonnendal Sonnendal 2.56 +7 Sonneneck Sonneneck 2.56 +8 Sonnenham Sonnenham 2.56 +9 Sonnenhof Sonnenhof 2.56 +10 Sonnental Sonnental 2.56 \ No newline at end of file diff --git a/src/regression-test/output/kuwait-city-prefix.txt b/src/regression-test/output/kuwait-city-prefix.txt index 5a11bc0..57c7370 100644 --- a/src/regression-test/output/kuwait-city-prefix.txt +++ b/src/regression-test/output/kuwait-city-prefix.txt @@ -1,7 +1,20 @@ { "string": "مدينة الك", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] } { @@ -10,13 +23,13 @@ Rank Entity Matched String Quality -⁦1 ⁩⁧ مدينة الرد⁩⁧ مدينة الرد⁩⁦0.69 ⁩ -⁦2 ⁩⁧ مدينة الحق⁩⁧ مدينة الحق⁩⁦0.69 ⁩ -⁦3 ⁩⁧ مدينة الكويت⁩⁧ مدينة الكويت⁩⁦0.66 ⁩ -⁦4 ⁩⁧ مدينة الشرق⁩⁧ مدينة الشرق⁩⁦0.63 ⁩ -⁦5 ⁩⁧ مدينة الشعب⁩⁧ مدينة الشعب⁩⁦0.63 ⁩ -⁦6 ⁩⁧ مدينة الصدر⁩⁧ مدينة الصدر⁩⁦0.63 ⁩ -⁦7 ⁩⁧ مدينة البعث⁩⁧ مدينة البعث⁩⁦0.63 ⁩ -⁦8 ⁩⁧ مدينة المجد⁩⁧ مدينة المجد⁩⁦0.63 ⁩ -⁦9 ⁩⁧ مدينة العرب⁩⁧ مدينة العرب⁩⁦0.63 ⁩ -⁦10 ⁩⁧ مدينة الطيب⁩⁧ مدينة الطيب⁩⁦0.63 ⁩ \ No newline at end of file +⁦1 ⁩⁧ مدينة الكويت⁩⁧ مدينة الكويت⁩⁦2.75 ⁩ +⁦2 ⁩⁧ مدينة الكويرة المهجورة⁩⁧ مدينة الكويرة المهجورة⁩⁦2.41 ⁩ +⁦3 ⁩⁧ المدينة الكرفانيه⁩⁧ المدينة الكرفانيه⁩⁦1.53 ⁩ +⁦4 ⁩⁧ مدينة الحق⁩⁧ مدينة الحق⁩⁦0.69 ⁩ +⁦5 ⁩⁧ مدينة الرد⁩⁧ مدينة الرد⁩⁦0.69 ⁩ +⁦6 ⁩⁧ مدينة البعث⁩⁧ مدينة البعث⁩⁦0.63 ⁩ +⁦7 ⁩⁧ مدينة الشرق⁩⁧ مدينة الشرق⁩⁦0.63 ⁩ +⁦8 ⁩⁧ مدينة الشعب⁩⁧ مدينة الشعب⁩⁦0.63 ⁩ +⁦9 ⁩⁧ مدينة الصدر⁩⁧ مدينة الصدر⁩⁦0.63 ⁩ +⁦10 ⁩⁧ مدينة المجد⁩⁧ مدينة المجد⁩⁦0.63 ⁩ \ No newline at end of file diff --git a/src/regression-test/output/kuwait-city.txt b/src/regression-test/output/kuwait-city.txt index fadcd48..1f4317e 100644 --- a/src/regression-test/output/kuwait-city.txt +++ b/src/regression-test/output/kuwait-city.txt @@ -1,7 +1,20 @@ { "string": "مدينة الكويت", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] } { @@ -10,13 +23,13 @@ Rank Entity Matched String Quality -⁦1 ⁩⁧ مدينة الكويت⁩⁧ مدينة الكويت⁩⁦1.00 ⁩ -⁦2 ⁩⁧ مدينة الشرق⁩⁧ مدينة الشرق⁩⁦0.58 ⁩ -⁦3 ⁩⁧ مدينة الشعب⁩⁧ مدينة الشعب⁩⁦0.58 ⁩ -⁦4 ⁩⁧ مدينة الوردي⁩⁧ مدينة الوردي⁩⁦0.58 ⁩ -⁦5 ⁩⁧ مدينة الصدر⁩⁧ مدينة الصدر⁩⁦0.58 ⁩ -⁦6 ⁩⁧ مدينة البعث⁩⁧ مدينة البعث⁩⁦0.58 ⁩ -⁦7 ⁩⁧ مدينة الرد⁩⁧ مدينة الرد⁩⁦0.58 ⁩ +⁦1 ⁩⁧ مدينة الكويت⁩⁧ مدينة الكويت⁩⁦3.00 ⁩ +⁦2 ⁩⁧ مدينة البعث⁩⁧ مدينة البعث⁩⁦0.58 ⁩ +⁦3 ⁩⁧ مدينة الرد⁩⁧ مدينة الرد⁩⁦0.58 ⁩ +⁦4 ⁩⁧ مدينة الشرق⁩⁧ مدينة الشرق⁩⁦0.58 ⁩ +⁦5 ⁩⁧ مدينة الشعب⁩⁧ مدينة الشعب⁩⁦0.58 ⁩ +⁦6 ⁩⁧ مدينة الصدر⁩⁧ مدينة الصدر⁩⁦0.58 ⁩ +⁦7 ⁩⁧ مدينة الضباط⁩⁧ مدينة الضباط⁩⁦0.58 ⁩ ⁦8 ⁩⁧ مدينة العمال⁩⁧ مدينة العمال⁩⁦0.58 ⁩ -⁦9 ⁩⁧ مدينة الضباط⁩⁧ مدينة الضباط⁩⁦0.58 ⁩ -⁦10 ⁩⁧ مدينة المجد⁩⁧ مدينة المجد⁩⁦0.58 ⁩ \ No newline at end of file +⁦9 ⁩⁧ مدينة المجد⁩⁧ مدينة المجد⁩⁦0.58 ⁩ +⁦10 ⁩⁧ مدينة الوردي⁩⁧ مدينة الوردي⁩⁦0.58 ⁩ \ No newline at end of file diff --git a/src/regression-test/output/munich-insertion.txt b/src/regression-test/output/munich-insertion.txt index 42706cb..e842003 100644 --- a/src/regression-test/output/munich-insertion.txt +++ b/src/regression-test/output/munich-insertion.txt @@ -1,7 +1,20 @@ { "string": "muniich", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] } { @@ -14,9 +27,9 @@ Rank Entity Matched String 2 Munini Munini 0.59 3 Munichis Munichis 0.53 4 New Munich New Munich 0.52 -5 Mutuini Mutuini 0.47 -6 Muniene Muniene 0.47 -7 Mumuni Mumuni 0.47 -8 Muninga Muninga 0.47 -9 Munichoco Munichoco 0.47 -10 Munhini Munhini 0.47 \ No newline at end of file +5 Mumuni Mumuni 0.47 +6 Munhini Munhini 0.47 +7 Munichoco Munichoco 0.47 +8 Muniene Muniene 0.47 +9 Muninga Muninga 0.47 +10 Mutuini Mutuini 0.47 \ No newline at end of file diff --git a/src/regression-test/output/tbilisi-deletion.txt b/src/regression-test/output/tbilisi-deletion.txt index b7cc493..ee7805a 100644 --- a/src/regression-test/output/tbilisi-deletion.txt +++ b/src/regression-test/output/tbilisi-deletion.txt @@ -1,7 +1,20 @@ { "string": "თბიისი", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] } { @@ -18,5 +31,5 @@ Rank Entity Matched String 6 თეჯისი თეჯისი 0.41 7 ყვიბისი ყვიბისი 0.36 8 ყვიბისი ყვიბისი 0.36 -9 თერგვისი თერგვისი 0.32 -10 თამარისი თამარისი 0.32 \ No newline at end of file +9 თამარისი თამარისი 0.32 +10 თერგვისი თერგვისი 0.32 \ No newline at end of file diff --git a/src/regression-test/output/tbilisi.txt b/src/regression-test/output/tbilisi.txt index ae9eb2d..c712199 100644 --- a/src/regression-test/output/tbilisi.txt +++ b/src/regression-test/output/tbilisi.txt @@ -1,7 +1,20 @@ { "string": "თბილისი", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] } { @@ -10,13 +23,13 @@ Rank Entity Matched String Quality -1 თბილისი თბილისი 1.00 -2 თბილისი თბილისი 1.00 +1 თბილისი თბილისი 3.00 +2 თბილისი თბილისი 3.00 3 მილისი მილისი 0.47 4 მილისი მილისი 0.47 5 სხვილისი სხვილისი 0.42 6 სხვილისი სხვილისი 0.42 7 თეჯისი თეჯისი 0.36 -8 წნელისი წნელისი 0.36 -9 ლისი ლისი 0.36 -10 ძალისი ძალისი 0.36 \ No newline at end of file +8 ლისი ლისი 0.36 +9 ძალისი ძალისი 0.36 +10 წნელისი წნელისი 0.36 \ No newline at end of file diff --git a/src/regression-test/output/tokyo-prefix.txt b/src/regression-test/output/tokyo-prefix.txt index 1e16145..d41c226 100644 --- a/src/regression-test/output/tokyo-prefix.txt +++ b/src/regression-test/output/tokyo-prefix.txt @@ -1,7 +1,20 @@ { "string": "東京", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] } { @@ -10,13 +23,13 @@ Rank Entity Matched String Quality -1 東京都 東京都 0.47 -2 東區 東區 0.32 -3 東澳 東澳 0.32 +1 東京都 東京都 2.67 +2 西東京市 西東京市 1.50 +3 東勢 東勢 0.32 4 東区 東区 0.32 -5 東村 東村 0.32 -6 東豐 東豐 0.32 -7 東勢 東勢 0.32 -8 東興 東興 0.32 -9 東園 東園 0.32 -10 東片 東片 0.32 \ No newline at end of file +5 東區 東區 0.32 +6 東園 東園 0.32 +7 東村 東村 0.32 +8 東澳 東澳 0.32 +9 東興 東興 0.32 +10 東豐 東豐 0.32 \ No newline at end of file diff --git a/src/regression-test/output/tokyo.txt b/src/regression-test/output/tokyo.txt index 6f7757b..a0858ed 100644 --- a/src/regression-test/output/tokyo.txt +++ b/src/regression-test/output/tokyo.txt @@ -1,7 +1,20 @@ { "string": "東京都", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] } { @@ -10,4 +23,4 @@ Rank Entity Matched String Quality -1 東京都 東京都 1.00 \ No newline at end of file +1 東京都 東京都 3.00 \ No newline at end of file diff --git "a/src/regression-test/output/t\303\274bingen-transposition.txt" "b/src/regression-test/output/t\303\274bingen-transposition.txt" index d57bfda..02f81bd 100644 --- "a/src/regression-test/output/t\303\274bingen-transposition.txt" +++ "b/src/regression-test/output/t\303\274bingen-transposition.txt" @@ -1,7 +1,20 @@ { "string": "tübignen", "topN": 10, - "minQuality": 0.3 + "searchers": [ + { + "type": "fuzzy", + "minQuality": 0.3 + }, + { + "type": "substring", + "minQuality": 0 + }, + { + "type": "prefix", + "minQuality": 0 + } + ] } { @@ -12,11 +25,11 @@ Rank Entity Matched String 1 Tübingen Tübingen 0.76 2 Tüfingen Tüfingen 0.57 -3 Tusingene Tusingene 0.47 -4 Täbingen Täbingen 0.47 -5 Hübingen Hübingen 0.47 -6 Tuningen Tuningen 0.47 -7 Tumlingen Tumlingen 0.47 -8 Bübingen Bübingen 0.47 -9 Tumringen Tumringen 0.47 +3 Bübingen Bübingen 0.47 +4 Hübingen Hübingen 0.47 +5 Täbingen Täbingen 0.47 +6 Tumlingen Tumlingen 0.47 +7 Tumringen Tumringen 0.47 +8 Tuningen Tuningen 0.47 +9 Tusingene Tusingene 0.47 10 Tuttlingen Tuttlingen 0.43 \ No newline at end of file diff --git a/src/string-searchers/distinct-searcher.test.ts b/src/string-searchers/distinct-searcher.test.ts index b6e8910..12f1b0d 100644 --- a/src/string-searchers/distinct-searcher.test.ts +++ b/src/string-searchers/distinct-searcher.test.ts @@ -1,7 +1,7 @@ import { DistinctSearcher } from './distinct-searcher.js'; import { LiteralSearcher } from './literal-searcher.js'; import { Match } from './match.js'; -import { Query } from '../interfaces/query.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; import { StringSearcher } from '../interfaces/string-searcher.js'; const literalSearcher: StringSearcher = new LiteralSearcher(); @@ -9,15 +9,15 @@ const distinctSearcher = new DistinctSearcher(literalSearcher); distinctSearcher.index(['Bob', 'Carol', 'Alice', 'Bob', 'Charlie', 'Alice', 'Alice']); test('can find matches with distinct searcher test 1', () => { - expect(distinctSearcher.getMatches(new Query('Carol')).matches).toEqual([new Match(1, 1)]); + expect(distinctSearcher.getMatches(new StringSearchQuery('Carol')).matches).toEqual([new Match(1, 1)]); }); test('can find matches with distinct searcher test 2', () => { - expect(distinctSearcher.getMatches(new Query('Bob')).matches).toEqual([new Match(0, 1), new Match(3, 1)]); + expect(distinctSearcher.getMatches(new StringSearchQuery('Bob')).matches).toEqual([new Match(0, 1), new Match(3, 1)]); }); test('can find matches with distinct searcher test 3', () => { - expect(distinctSearcher.getMatches(new Query('Alice')).matches).toEqual([ + expect(distinctSearcher.getMatches(new StringSearchQuery('Alice')).matches).toEqual([ new Match(2, 1), new Match(5, 1), new Match(6, 1) diff --git a/src/string-searchers/distinct-searcher.ts b/src/string-searchers/distinct-searcher.ts index d3a4256..e0e62c2 100644 --- a/src/string-searchers/distinct-searcher.ts +++ b/src/string-searchers/distinct-searcher.ts @@ -2,8 +2,8 @@ import { ArrayUtilities } from '../commons/array-utilities.js'; import { Match } from './match.js'; import { Memento } from '../interfaces/memento.js'; import { Meta } from '../interfaces/meta.js'; -import { Query } from '../interfaces/query.js'; import { Result } from './result.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; import { StringSearcher } from '../interfaces/string-searcher.js'; /** @@ -75,7 +75,7 @@ export class DistinctSearcher implements StringSearcher { /** * {@inheritDoc StringSearcher.getMatches} */ - public getMatches(query: Query): Result { + public getMatches(query: StringSearchQuery): Result { const result: Result = this.stringSearcher.getMatches(query); const newMatches: Match[] = new Array(result.matches.length); let j = 0; diff --git a/src/string-searchers/index.ts b/src/string-searchers/index.ts index ab7f9ea..365a752 100644 --- a/src/string-searchers/index.ts +++ b/src/string-searchers/index.ts @@ -4,4 +4,5 @@ export { LiteralSearcher } from './literal-searcher.js'; export { Match } from './match.js'; export { NormalizingSearcher } from './normalizing-searcher.js'; export { Result } from './result.js'; +export { SearcherSwitch } from './searcher-switch.js'; export { SortingSearcher } from './sorting-searcher.js'; diff --git a/src/string-searchers/inequality-penalizing-searcher.test.ts b/src/string-searchers/inequality-penalizing-searcher.test.ts index 512456e..634114a 100644 --- a/src/string-searchers/inequality-penalizing-searcher.test.ts +++ b/src/string-searchers/inequality-penalizing-searcher.test.ts @@ -2,12 +2,13 @@ import { InequalityPenalizingSearcher } from './inequality-penalizing-searcher.j import { Match } from './match.js'; import { Memento } from '../interfaces/memento.js'; import { Meta } from '../interfaces/meta.js'; -import { Query } from '../interfaces/query.js'; import { Result } from './result.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; const stringSearcher = { index: (_terms: string[]): Meta => new Meta(), - getMatches: (query: Query): Result => new Result([new Match(0, 1.0), new Match(1, 0.6)], query, new Meta()), + getMatches: (query: StringSearchQuery): Result => + new Result([new Match(0, 1.0), new Match(1, 0.6)], query, new Meta()), save: (_memento: Memento): void => {}, load: (_memento: Memento): void => {} }; @@ -16,7 +17,7 @@ const inequalityPenalizingSearcher = new InequalityPenalizingSearcher(stringSear inequalityPenalizingSearcher.index(['hello', 'yellow']); test('can penalize unequal match', () => { - expect(inequalityPenalizingSearcher.getMatches(new Query('hello')).matches).toEqual([ + expect(inequalityPenalizingSearcher.getMatches(new StringSearchQuery('hello')).matches).toEqual([ new Match(0, 1), new Match(1, 0.6 * (1 - 0.05)) ]); diff --git a/src/string-searchers/inequality-penalizing-searcher.ts b/src/string-searchers/inequality-penalizing-searcher.ts index 72e2178..92ba85a 100644 --- a/src/string-searchers/inequality-penalizing-searcher.ts +++ b/src/string-searchers/inequality-penalizing-searcher.ts @@ -2,8 +2,8 @@ import { HashUtilities } from '../commons/hash-utilities.js'; import { Match } from './match.js'; import { Memento } from '../interfaces/memento.js'; import { Meta } from '../interfaces/meta.js'; -import { Query } from '../interfaces/query.js'; import { Result } from './result.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; import { StringSearcher } from '../interfaces/string-searcher.js'; /** @@ -50,7 +50,7 @@ export class InequalityPenalizingSearcher implements StringSearcher { /** * {@inheritDoc StringSearcher.getMatches} */ - public getMatches(query: Query): Result { + public getMatches(query: StringSearchQuery): Result { const hashCodeQuery = HashUtilities.getHashCode(query.string); const result = this.stringSearcher.getMatches(query); const newMatches = result.matches diff --git a/src/string-searchers/literal-searcher.ts b/src/string-searchers/literal-searcher.ts index d1ccad1..d70180b 100644 --- a/src/string-searchers/literal-searcher.ts +++ b/src/string-searchers/literal-searcher.ts @@ -1,8 +1,8 @@ import { Match } from './match.js'; import { Memento } from '../interfaces/memento.js'; import { Meta } from '../interfaces/meta.js'; -import { Query } from '../interfaces/query.js'; import { Result } from './result.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; import { StringSearcher } from '../interfaces/string-searcher.js'; /** @@ -32,7 +32,7 @@ export class LiteralSearcher implements StringSearcher { /** * {@inheritDoc StringSearcher.getMatches} */ - public getMatches(query: Query): Result { + public getMatches(query: StringSearchQuery): Result { const matches: Match[] = []; for (let i = 0, l = this.terms.length; i < l; i++) { const term = this.terms[i]; diff --git a/src/string-searchers/match.ts b/src/string-searchers/match.ts index e504481..6f4a206 100644 --- a/src/string-searchers/match.ts +++ b/src/string-searchers/match.ts @@ -10,8 +10,5 @@ export class Match { public constructor( public readonly index: number, public quality: number - ) { - this.index = index; - this.quality = quality; - } + ) {} } diff --git a/src/string-searchers/normalizing-searcher.test.ts b/src/string-searchers/normalizing-searcher.test.ts index 235ac5f..86d3dde 100644 --- a/src/string-searchers/normalizing-searcher.test.ts +++ b/src/string-searchers/normalizing-searcher.test.ts @@ -1,24 +1,24 @@ +import { DefaultNormalizer } from '../normalization/default-normalizer.js'; import { LiteralSearcher } from './literal-searcher.js'; import { Match } from './match.js'; -import { NgramNormalizer } from '../normalization/ngram-normalizer.js'; +import { MultiNormalizer } from '../normalization/multi-normalizer.js'; +import { NgramNormalizer } from '../fuzzy-searchers/ngram-normalizer.js'; import { NormalizerConfig } from '../normalization/normalizer-config.js'; import { NormalizingSearcher } from './normalizing-searcher.js'; -import { Query } from '../interfaces/query.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; import { StringSearcher } from '../interfaces/string-searcher.js'; -const config = NormalizerConfig.createDefaultConfig(); -config.paddingLeft = '$$'; -config.paddingRight = '!!'; -config.paddingMiddle = '%%'; -const normalizer = new NgramNormalizer(config); +const defaultNormalizer = DefaultNormalizer.create(NormalizerConfig.createDefaultConfig()); +const ngramNormalizer = new NgramNormalizer('$$', '!!', '%%'); +const normalizer = new MultiNormalizer([defaultNormalizer, ngramNormalizer]); const literalSearcher: StringSearcher = new LiteralSearcher(); const normalizingSearcher: StringSearcher = new NormalizingSearcher(literalSearcher, normalizer); normalizingSearcher.index(['Hello world!']); test('can find matches normalized test 1', () => { - expect(normalizingSearcher.getMatches(new Query('HELLO-WORLD')).matches).toEqual([new Match(0, 1)]); + expect(normalizingSearcher.getMatches(new StringSearchQuery('HELLO-WORLD')).matches).toEqual([new Match(0, 1)]); }); test('can find matches normalized test 2', () => { - expect(normalizingSearcher.getMatches(new Query('!hello! world!!!')).matches).toEqual([new Match(0, 1)]); + expect(normalizingSearcher.getMatches(new StringSearchQuery('!hello! world!!!')).matches).toEqual([new Match(0, 1)]); }); diff --git a/src/string-searchers/normalizing-searcher.ts b/src/string-searchers/normalizing-searcher.ts index 1f015b4..042305d 100644 --- a/src/string-searchers/normalizing-searcher.ts +++ b/src/string-searchers/normalizing-searcher.ts @@ -1,8 +1,8 @@ import { Memento } from '../interfaces/memento.js'; import { Meta } from '../interfaces/meta.js'; import { Normalizer } from '../interfaces/normalizer.js'; -import { Query } from '../interfaces/query.js'; import { Result } from './result.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; import { StringSearcher } from '../interfaces/string-searcher.js'; /** @@ -13,10 +13,12 @@ export class NormalizingSearcher implements StringSearcher { * Creates a new instance of the NormalizingStringSearcher class. * @param stringSearcher The string searcher to use. * @param normalizer The normalizer to use. + * @param normalizationDurationMetaKey The meta key under which the normalization duration is reported. */ public constructor( private readonly stringSearcher: StringSearcher, - private readonly normalizer: Normalizer + private readonly normalizer: Normalizer, + private readonly normalizationDurationMetaKey: string = 'normalizationDuration' ) {} /** @@ -27,7 +29,7 @@ export class NormalizingSearcher implements StringSearcher { const result = this.normalizer.normalizeBulk(terms); const duration = Math.round(performance.now() - start); const meta = this.stringSearcher.index(result.strings); - meta.add('normalizationDuration', duration); + meta.add(this.normalizationDurationMetaKey, duration); for (const entry of result.meta.allEntries) { meta.add(entry[0], entry[1]); } @@ -37,8 +39,12 @@ export class NormalizingSearcher implements StringSearcher { /** * {@inheritDoc StringSearcher.getMatches} */ - public getMatches(query: Query): Result { - const normalizedQuery = new Query(this.normalizer.normalize(query.string), query.topN, query.minQuality); + public getMatches(query: StringSearchQuery): Result { + const normalizedQuery = new StringSearchQuery( + this.normalizer.normalize(query.string), + query.minQuality, + query.searcherType + ); const result = this.stringSearcher.getMatches(normalizedQuery); return new Result(result.matches, query, result.meta); } diff --git a/src/string-searchers/result.ts b/src/string-searchers/result.ts index 8032348..f3882bb 100644 --- a/src/string-searchers/result.ts +++ b/src/string-searchers/result.ts @@ -1,6 +1,6 @@ import { Match } from './match.js'; import { Meta } from '../interfaces/meta.js'; -import { Query } from '../interfaces/query.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; /** * A string searcher result. @@ -14,7 +14,7 @@ export class Result { */ public constructor( public readonly matches: Match[], - public readonly query: Query, + public readonly query: StringSearchQuery, public readonly meta: Meta ) {} } diff --git a/src/string-searchers/searcher-switch.ts b/src/string-searchers/searcher-switch.ts new file mode 100644 index 0000000..c8869f9 --- /dev/null +++ b/src/string-searchers/searcher-switch.ts @@ -0,0 +1,105 @@ +import { Memento } from '../interfaces/memento.js'; +import { Meta } from '../interfaces/meta.js'; +import { MetaMerger } from '../commons/meta-merger.js'; +import { Result } from '../string-searchers/result.js'; +import { SearcherType } from '../interfaces/searcher-type.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; +import { StringSearcher } from '../interfaces/string-searcher.js'; + +/** + * A searcher switch that routes to the prefix searcher, the substring searcher, or the fuzzy searcher. The prefix + * searcher is a simple wrapper around the suffix array searcher. It will be always up to date with the substring + * searcher if present. + */ +export class SearcherSwitch implements StringSearcher { + /** + * Creates a new instance of the SearcherSwitch class. + * @param prefixSearcher The prefix searcher. + * @param substringSearcher The substring searcher. + * @param fuzzySearcher The fuzzy searcher. + */ + public constructor( + private readonly prefixSearcher: StringSearcher | null, + private readonly substringSearcher: StringSearcher | null, + private readonly fuzzySearcher: StringSearcher | null + ) {} + + /** + * {@inheritDoc StringSearcher.index} + */ + index(terms: string[]): Meta { + const meta = []; + if (this.prefixSearcher && !this.substringSearcher) { + const prefixSearcherMeta = this.prefixSearcher.index(terms); + meta.push(prefixSearcherMeta); + } + if (this.substringSearcher) { + const substringSearcherMeta = this.substringSearcher.index(terms); + meta.push(substringSearcherMeta); + } + if (this.fuzzySearcher) { + const fuzzySearcherMeta = this.fuzzySearcher.index(terms); + meta.push(fuzzySearcherMeta); + } + return MetaMerger.mergeMeta(meta); + } + + /** + * {@inheritDoc StringSearcher.getMatches} + */ + getMatches(query: StringSearchQuery): Result { + if (!query.searcherType) { + throw new Error('SearcherSwitch requires a searcher type.'); + } + + switch (query.searcherType) { + case SearcherType.Prefix: + if (!this.prefixSearcher) { + throw new Error('No prefix searcher has been indexed.'); + } + return this.prefixSearcher.getMatches(query); + case SearcherType.Substring: + if (!this.substringSearcher) { + throw new Error('No substring searcher has been indexed.'); + } + return this.substringSearcher.getMatches(query); + case SearcherType.Fuzzy: + if (!this.fuzzySearcher) { + throw new Error('No fuzzy searcher has been indexed.'); + } + return this.fuzzySearcher.getMatches(query); + default: + throw new Error(`Unknown searcher type: ${query.searcherType}`); + } + } + + /** + * {@inheritDoc StringSearcher.save} + */ + save(memento: Memento): void { + if (this.prefixSearcher && !this.substringSearcher) { + this.prefixSearcher.save(memento); + } + if (this.substringSearcher) { + this.substringSearcher.save(memento); + } + if (this.fuzzySearcher) { + this.fuzzySearcher.save(memento); + } + } + + /** + * {@inheritDoc StringSearcher.load} + */ + load(memento: Memento): void { + if (this.prefixSearcher && !this.substringSearcher) { + this.prefixSearcher.load(memento); + } + if (this.substringSearcher) { + this.substringSearcher.load(memento); + } + if (this.fuzzySearcher) { + this.fuzzySearcher.load(memento); + } + } +} diff --git a/src/string-searchers/sorting-searcher.test.ts b/src/string-searchers/sorting-searcher.test.ts index aec1d86..2d0e648 100644 --- a/src/string-searchers/sorting-searcher.test.ts +++ b/src/string-searchers/sorting-searcher.test.ts @@ -1,13 +1,13 @@ import { Match } from './match.js'; import { Memento } from '../interfaces/memento.js'; import { Meta } from '../interfaces/meta.js'; -import { Query } from '../interfaces/query.js'; import { Result } from './result.js'; import { SortingSearcher } from './sorting-searcher.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; const stringSearcher = { index: (_terms: string[]): Meta => new Meta(), - getMatches: (query: Query): Result => + getMatches: (query: StringSearchQuery): Result => new Result( [new Match(7, 0.2), new Match(16, 1.0), new Match(10, 0.5), new Match(4, 0.5), new Match(8, 0.6)], query, @@ -20,7 +20,7 @@ const stringSearcher = { const sortingSearcher = new SortingSearcher(stringSearcher); test('can sort matches by quality and index', () => { - expect(sortingSearcher.getMatches(new Query('some query')).matches).toEqual([ + expect(sortingSearcher.getMatches(new StringSearchQuery('some query')).matches).toEqual([ new Match(16, 1.0), new Match(8, 0.6), new Match(4, 0.5), diff --git a/src/string-searchers/sorting-searcher.ts b/src/string-searchers/sorting-searcher.ts index 4fd98b9..f15d9a2 100644 --- a/src/string-searchers/sorting-searcher.ts +++ b/src/string-searchers/sorting-searcher.ts @@ -1,8 +1,8 @@ import { Match } from './match.js'; import { Memento } from '../interfaces/memento.js'; import { Meta } from '../interfaces/meta.js'; -import { Query } from '../interfaces/query.js'; import { Result } from './result.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; import { StringSearcher } from '../interfaces/string-searcher.js'; /** @@ -26,7 +26,7 @@ export class SortingSearcher implements StringSearcher { /** * {@inheritDoc StringSearcher.getMatches} */ - public getMatches(query: Query): Result { + public getMatches(query: StringSearchQuery): Result { const result: Result = this.stringSearcher.getMatches(query); result.matches.sort(this.compareMatchesByQualityAndIndex); return result; diff --git a/src/suffix-array-searchers/index.ts b/src/suffix-array-searchers/index.ts new file mode 100644 index 0000000..fbb71bf --- /dev/null +++ b/src/suffix-array-searchers/index.ts @@ -0,0 +1,5 @@ +export { StringComparison } from './string-comparison.js'; +export { SuffixArray } from './suffix-array.js'; +export { SuffixArraySearcher } from './suffix-array-searcher.js'; +export { SubstringSearchConfig } from './substring-search-config.js'; +export { PrefixSearcher as PrefixSearcherImpl } from './prefix-searcher.js'; diff --git a/src/suffix-array-searchers/prefix-searcher.test.ts b/src/suffix-array-searchers/prefix-searcher.test.ts new file mode 100644 index 0000000..7e794f5 --- /dev/null +++ b/src/suffix-array-searchers/prefix-searcher.test.ts @@ -0,0 +1,47 @@ +import { Match } from '../string-searchers/match.js'; +import { PrefixSearcher } from './prefix-searcher.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; +import { SuffixArraySearcher } from './suffix-array-searcher.js'; + +const suffixArraySearcher: SuffixArraySearcher = new SuffixArraySearcher('$'); +suffixArraySearcher.index(['Alice', 'Bob', 'Carlos', 'Carol', 'Charlie']); +const prefixSearcher: PrefixSearcher = new PrefixSearcher(suffixArraySearcher); + +function getMatches(queryString: string): Match[] { + const query = new StringSearchQuery(queryString, 0); + const matches = prefixSearcher.getMatches(query).matches; + matches.sort((m1, m2) => m1.index - m2.index); + return matches; +} + +test('can find exact match test 1', () => { + expect(getMatches('Alice')).toEqual([new Match(0, 1)]); +}); + +test('can find prefix match test 1', () => { + expect(getMatches('B')).toEqual([new Match(1, 1 / 3)]); +}); + +test('can find prefix match test 2', () => { + expect(getMatches('Bo')).toEqual([new Match(1, 2 / 3)]); +}); + +test('can find prefix match test 2', () => { + expect(getMatches('Car')).toEqual([new Match(2, 3 / 6), new Match(3, 3 / 5)]); +}); + +test('can not find substring matches', () => { + expect(getMatches('lice')).toEqual([]); +}); + +test('empty query returns no matches', () => { + expect(getMatches('')).toEqual([]); +}); + +test('null query returns no matches', () => { + expect(getMatches(null!)).toEqual([]); +}); + +test('undefined query returns no matches', () => { + expect(getMatches(undefined!)).toEqual([]); +}); diff --git a/src/suffix-array-searchers/prefix-searcher.ts b/src/suffix-array-searchers/prefix-searcher.ts new file mode 100644 index 0000000..c332058 --- /dev/null +++ b/src/suffix-array-searchers/prefix-searcher.ts @@ -0,0 +1,59 @@ +import { Memento } from '../interfaces/memento.js'; +import { Meta } from '../interfaces/meta.js'; +import { Result } from '../string-searchers/result.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; +import { StringSearcher } from '../interfaces/string-searcher.js'; +import { SuffixArraySearcher } from './suffix-array-searcher.js'; + +/** + * A prefix searcher that is a simple wrapper around the suffix array searcher. + */ +export class PrefixSearcher implements StringSearcher { + /** + * Creates a new instance of the PrefixSearcher class. + * @param suffixArraySearcher The suffix array searcher. + */ + public constructor(private readonly suffixArraySearcher: SuffixArraySearcher) {} + + /** + * {@inheritDoc StringSearcher.index} + */ + index(terms: string[]): Meta { + return this.suffixArraySearcher.index(terms); + } + + /** + * {@inheritDoc StringSearcher.getMatches} + */ + getMatches(query: StringSearchQuery): Result { + if (!query.string) { + return new Result([], query, new Meta()); + } + const modifiedQueryString = this.modifyQueryString(query.string); + const modifiedQuery = new StringSearchQuery(modifiedQueryString, query.minQuality, query.searcherType); + return this.suffixArraySearcher.getMatches(modifiedQuery, query.string.length); + } + + /** + * Modifies the original query string by prepending the suffix array searcher's separator. + * @param original The original query string. + * @returns The modified query string. + */ + private modifyQueryString(original: string): string { + return `${this.suffixArraySearcher.separator}${original}`; + } + + /** + * {@inheritDoc StringSearcher.save} + */ + save(memento: Memento): void { + this.suffixArraySearcher.save(memento); + } + + /** + * {@inheritDoc StringSearcher.load} + */ + load(memento: Memento): void { + this.suffixArraySearcher.load(memento); + } +} diff --git a/src/suffix-array-searchers/string-comparison.ts b/src/suffix-array-searchers/string-comparison.ts new file mode 100644 index 0000000..55de90f --- /dev/null +++ b/src/suffix-array-searchers/string-comparison.ts @@ -0,0 +1,47 @@ +/** + * Provides string comparison utilities. + */ +export class StringComparison { + /** + * Compares two substrings of the given strings using ordinal comparison. + * + * @param strA - The first string. + * @param indexA - The starting index of the substring in the first string. + * @param strB - The second string. + * @param indexB - The starting index of the substring in the second string. + * @param length - The maximum length of the substrings to compare. + * @returns A negative number if the first substring comes before the second, + * a positive number if the first substring comes after the second, + * or zero if they are equal. + */ + public static compareOrdinal(strA: string, indexA: number, strB: string, indexB: number, length: number): number { + const endA = Math.min(indexA + length, strA.length); + const endB = Math.min(indexB + length, strB.length); + + let iA = indexA; + let iB = indexB; + + while (iA < endA && iB < endB) { + const codeA = strA.charCodeAt(iA); + const codeB = strB.charCodeAt(iB); + + if (codeA < codeB) { + return -1; + } + if (codeA > codeB) { + return 1; + } + + iA++; + iB++; + } + + const lenComparedA = endA - indexA; + const lenComparedB = endB - indexB; + + if (lenComparedA === lenComparedB) { + return 0; + } + return lenComparedA < lenComparedB ? -1 : 1; + } +} diff --git a/src/suffix-array-searchers/substring-search-config.ts b/src/suffix-array-searchers/substring-search-config.ts new file mode 100644 index 0000000..55097b2 --- /dev/null +++ b/src/suffix-array-searchers/substring-search-config.ts @@ -0,0 +1,18 @@ +/** + * Holds substring search configuration values. + */ +export class SubstringSearchConfig { + /** + * Creates a new instance of the SubstringSearchConfig class. + * @param suffixArraySeparator The suffix array separator character. + */ + public constructor(public suffixArraySeparator: string) {} + + /** + * Creates a default configuration with '$' as the suffix array separator. + * @returns The default configuration. + */ + public static createDefaultConfig(): SubstringSearchConfig { + return new SubstringSearchConfig('$'); + } +} diff --git a/src/suffix-array-searchers/suffix-array-searcher.test.ts b/src/suffix-array-searchers/suffix-array-searcher.test.ts new file mode 100644 index 0000000..c8908d0 --- /dev/null +++ b/src/suffix-array-searchers/suffix-array-searcher.test.ts @@ -0,0 +1,69 @@ +import { Match } from '../string-searchers/match.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; +import { SuffixArraySearcher } from './suffix-array-searcher.js'; + +const suffixArraySearcher: SuffixArraySearcher = new SuffixArraySearcher('$'); +suffixArraySearcher.index(['Alice', 'Bob', 'Carlos', 'Carol', 'Charlie']); + +function getMatches(queryString: string): Match[] { + const query = new StringSearchQuery(queryString, 0); + const matches = suffixArraySearcher.getMatches(query).matches; + matches.sort((m1, m2) => m1.index - m2.index); + return matches; +} + +test('can find exact match test 1', () => { + expect(getMatches('Alice')).toEqual([new Match(0, 1)]); +}); + +test('can find exact match test 2', () => { + expect(getMatches('Bob')).toEqual([new Match(1, 1)]); +}); + +test('can find prefix matches test 1', () => { + expect(getMatches('Bo')).toEqual([new Match(1, 2 / 3)]); +}); + +test('can find prefix matches test 2', () => { + expect(getMatches('Cha')).toEqual([new Match(4, 3 / 7)]); +}); + +test('can find prefix matches test 3', () => { + expect(getMatches('Car')).toEqual([new Match(2, 3 / 6), new Match(3, 3 / 5)]); +}); + +test('can find suffix matches test 1', () => { + expect(getMatches('lice')).toEqual([new Match(0, 4 / 5)]); +}); + +test('can find suffix matches test 2', () => { + expect(getMatches('ol')).toEqual([new Match(3, 2 / 5)]); +}); + +test('can find substring matches test 1', () => { + expect(getMatches('arl')).toEqual([new Match(2, 3 / 6), new Match(4, 3 / 7)]); +}); + +test('can find substring matches test 2', () => { + expect(getMatches('li')).toEqual([new Match(0, 2 / 5), new Match(4, 2 / 7)]); +}); + +test('can find substring matches test 3', () => { + expect(getMatches('l')).toEqual([new Match(0, 1 / 5), new Match(2, 1 / 6), new Match(3, 1 / 5), new Match(4, 1 / 7)]); +}); + +test('no matches for non-existing substring', () => { + expect(getMatches('xyz')).toEqual([]); +}); + +test('empty query returns no matches', () => { + expect(getMatches('')).toEqual([]); +}); + +test('null query returns no matches', () => { + expect(getMatches(null!)).toEqual([]); +}); + +test('undefined query returns no matches', () => { + expect(getMatches(undefined!)).toEqual([]); +}); diff --git a/src/suffix-array-searchers/suffix-array-searcher.ts b/src/suffix-array-searchers/suffix-array-searcher.ts new file mode 100644 index 0000000..ff0c248 --- /dev/null +++ b/src/suffix-array-searchers/suffix-array-searcher.ts @@ -0,0 +1,158 @@ +import { Match } from '../string-searchers/match.js'; +import { Memento } from '../interfaces/memento.js'; +import { Meta } from '../interfaces/meta.js'; +import { Result } from '../string-searchers/result.js'; +import { StringComparison } from './string-comparison.js'; +import { StringSearchQuery } from '../interfaces/string-search-query.js'; +import { StringSearcher } from '../interfaces/string-searcher.js'; +import { SuffixArray } from './suffix-array.js'; + +/** + * A suffix array-based string searcher. + */ +export class SuffixArraySearcher implements StringSearcher { + public readonly separator: string; + private str: string; + private suffixArray: Int32Array; + private indexToTermIndex: Int32Array; + private termLengths: Int32Array; + + /** + * Creates a new instance of the SuffixArraySearcher class. + * @param separator The separator used between terms. + */ + public constructor(separator: string) { + this.separator = separator; + this.str = ''; + this.suffixArray = new Int32Array(0); + this.indexToTermIndex = new Int32Array(0); + this.termLengths = new Int32Array(0); + } + + /** + * {@inheritDoc StringSearcher.index} + */ + index(terms: string[]): Meta { + const start = performance.now(); + this.str = terms.length > 0 ? this.separator + terms.join(this.separator) + this.separator : ''; + this.suffixArray = SuffixArray.create(this.str); + this.indexToTermIndex = new Int32Array(this.suffixArray.length); + this.termLengths = new Int32Array(terms.length); + + let i = 0; + for (let j = 0; j < terms.length; j++) { + this.termLengths[j] = terms[j].length; + for (let k = 0; k <= terms[j].length; k++) { + this.indexToTermIndex[i++] = j; + } + } + + this.indexToTermIndex[i++] = -1; + const duration = Math.round(performance.now() - start); + + const meta = new Meta(); + meta.add('indexingDurationSuffixArraySearcher', duration); + return meta; + } + + /** + * {@inheritDoc StringSearcher.getMatches} + */ + getMatches(query: StringSearchQuery, queryLength?: number): Result { + if (!query.string) { + return new Result([], query, new Meta()); + } + + const [start, end] = this.GetPositionsInSuffixArray(query.string); + const matchedTermIds = new Int32Array(end - start); + const seen: Set = new Set(); + let uniqueCount = 0; + + for (let j = start; j < end; j++) { + const termIndex = this.indexToTermIndex[this.suffixArray[j]]; + if (!seen.has(termIndex)) { + seen.add(termIndex); + matchedTermIds[uniqueCount++] = termIndex; + } + } + + const matches: Match[] = []; + + queryLength = queryLength ?? query.string.length; + let quality = 0; + for (let k = 0; k < uniqueCount; k++) { + quality = this.computeQuality(queryLength, this.termLengths[matchedTermIds[k]]); + if (quality > query.minQuality) { + matches.push(new Match(matchedTermIds[k], quality)); + } + } + + return new Result(matches, query, new Meta()); + } + + /** + * Computes the quality of a match based on the lengths of the query and the term. + * @param queryLength The length of the query. + * @param termLength The length of the term. + * @returns The quality of the match. + */ + private computeQuality(queryLength: number, termLength: number): number { + return queryLength / termLength; + } + + /** + * Gets the positions in the suffix array where the given substring matches. + * @param substring The substring to search for. + * @returns The start and end positions of the substring in the suffix array. The start is inclusive, the end is + * exclusive. + */ + private GetPositionsInSuffixArray(substring: string): number[] { + let l = 0; + let r = this.suffixArray.length; + let mid = 0; + + while (l < r) { + mid = Math.floor((l + r) / 2); + + if (StringComparison.compareOrdinal(substring, 0, this.str, this.suffixArray[mid], substring.length) > 0) { + l = mid + 1; + } else { + r = mid; + } + } + + const start = l; + r = this.suffixArray.length; + + while (l < r) { + mid = Math.floor((l + r) / 2); + if (StringComparison.compareOrdinal(substring, 0, this.str, this.suffixArray[mid], substring.length) == 0) { + l = mid + 1; + } else { + r = mid; + } + } + + return [start, r]; + } + + /** + * {@inheritDoc StringSearcher.save} + */ + save(memento: Memento): void { + memento.add(this.str); + memento.add(this.suffixArray); + memento.add(this.indexToTermIndex); + memento.add(this.termLengths); + } + + /** + * {@inheritDoc StringSearcher.load} + */ + load(memento: Memento): void { + this.str = memento.get(); + this.suffixArray = memento.get(); + this.indexToTermIndex = memento.get(); + this.termLengths = memento.get(); + } +} diff --git a/src/suffix-array-searchers/suffix-array.test.ts b/src/suffix-array-searchers/suffix-array.test.ts new file mode 100644 index 0000000..9b4ec0c --- /dev/null +++ b/src/suffix-array-searchers/suffix-array.test.ts @@ -0,0 +1,28 @@ +import { SuffixArray } from './suffix-array.js'; + +test('can create suffix array test 1', () => { + const result = SuffixArray.create('banana$'); + expect(result).toEqual(new Int32Array([6, 5, 3, 1, 0, 4, 2])); +}); + +test('can create suffix array test 2', () => { + const result = SuffixArray.create('mississippi'); + expect(result).toEqual(new Int32Array([10, 7, 4, 1, 0, 9, 8, 6, 3, 5, 2])); +}); + +test('can create suffix array of empty string', () => { + const result = SuffixArray.create(''); + expect(result).toEqual(new Int32Array([])); +}); + +test('can not create suffix array of null', () => { + expect(() => { + SuffixArray.create(null!); + }).toThrow(); +}); + +test('can not create suffix array of undefined', () => { + expect(() => { + SuffixArray.create(undefined!); + }).toThrow(); +}); diff --git a/src/suffix-array-searchers/suffix-array.ts b/src/suffix-array-searchers/suffix-array.ts new file mode 100644 index 0000000..2f2c5a3 --- /dev/null +++ b/src/suffix-array-searchers/suffix-array.ts @@ -0,0 +1,231 @@ +/** + * Original: https://github.com/eranmeir/Sufa-Suffix-Array-Csharp + * Copyright (c) 2012 Eran Meir + * SPDX-License-Identifier: MIT + * + * Translation to TypeScript, modifications and refactoring + * (c) 2025 Kevin Schaal + */ + +import { StringComparison } from './string-comparison.js'; + +/** + * Creates a suffix array for a given string. + */ +export class SuffixArray { + /** + * The end-of-chain marker. + */ + private readonly eoc: number = 2147483647; + + /** + * The suffix array. + */ + private sa: Int32Array; + + /** + * The inverse suffix array. + */ + private isa: Int32Array; + + /** + * The chain heads dictionary. + */ + private chainHeadsDict: Map; + + /** + * The chain stack. + */ + private chainStack: Chain[] = []; + + /** + * The sub-chains. + */ + private subChains: Chain[] = []; + + /** + * The next rank to assign. + */ + private nextRank: number = 1; + + /** + * Creates the suffix array for the given string. + * @param str The input string. + * @returns The suffix array. + */ + public static create(str: string): Int32Array { + if (str == null) { + throw new Error('Input string cannot be null.'); + } + const suffixArray: SuffixArray = new SuffixArray(str); + suffixArray.FormInitialChains(); + suffixArray.BuildSufixArray(); + return suffixArray.sa; + } + + /** + * Creates a new instance of the SuffixArray class. + * @param inputString The input string. + */ + private constructor(private readonly inputString: string) { + const length = inputString.length; + this.sa = new Int32Array(length); + this.isa = new Int32Array(length); + this.chainHeadsDict = new Map(); + } + + /** + * Forms the initial chains. + */ + private FormInitialChains(): void { + this.FindInitialChains(); + this.SortAndPushSubchains(); + } + + /** + * Finds the initial chains. + */ + private FindInitialChains(): void { + for (let i = 0; i < this.inputString.length; i++) { + const char_code = this.inputString.charCodeAt(i); + const chain_head_index = this.chainHeadsDict.get(char_code); + if (chain_head_index !== undefined) { + this.isa[i] = chain_head_index; + } else { + this.isa[i] = this.eoc; + } + this.chainHeadsDict.set(char_code, i); + } + + for (const headIndex of this.chainHeadsDict.values()) { + const newChain = new Chain(headIndex, 1); + this.subChains.push(newChain); + } + } + + /** + * Builds the suffix array. + */ + private BuildSufixArray(): void { + while (this.chainStack.length > 0) { + const chain: Chain = this.chainStack.pop() as Chain; + + if (this.isa[chain.head] === this.eoc) { + this.RankSuffix(chain.head); + } else { + this.RefineChainWithInductionSorting(chain); + } + } + } + + /** + * Ranks the suffix at the given index. + * @param index The index of the suffix to rank. + */ + private RankSuffix(index: number): void { + this.isa[index] = -this.nextRank; + this.sa[this.nextRank - 1] = index; + this.nextRank++; + } + + /** + * Refines the given chain with induction sorting. + * @param chain The chain to refine. + */ + private RefineChainWithInductionSorting(chain: Chain): void { + const notedSuffixes: SuffixRank[] = []; + this.chainHeadsDict.clear(); + this.subChains = []; + + while (chain.head !== this.eoc) { + const nextIndex: number = this.isa[chain.head]; + if (chain.head + chain.length > this.inputString.length - 1) { + this.RankSuffix(chain.head); + } else if (this.isa[chain.head + chain.length] < 0) { + const sr: SuffixRank = new SuffixRank(chain.head, -this.isa[chain.head + chain.length]); + notedSuffixes.push(sr); + } else { + this.ExtendChain(chain); + } + chain.head = nextIndex; + } + + this.SortAndPushSubchains(); + this.SortAndRankNotedSuffixes(notedSuffixes); + } + + /** + * Extends the given chain. + * @param chain The chain to extend. + */ + private ExtendChain(chain: Chain): void { + const sym: number = this.inputString.charCodeAt(chain.head + chain.length); + if (this.chainHeadsDict.has(sym)) { + this.isa[this.chainHeadsDict.get(sym) as number] = chain.head; + this.isa[chain.head] = this.eoc; + } else { + this.isa[chain.head] = this.eoc; + const newChain: Chain = new Chain(chain.head, chain.length + 1); + this.subChains.push(newChain); + } + + this.chainHeadsDict.set(sym, chain.head); + } + + /** + * Sorts and ranks the noted suffixes. + * @param notedSuffixes The noted suffixes to sort and rank. + */ + private SortAndRankNotedSuffixes(notedSuffixes: SuffixRank[]): void { + notedSuffixes.sort((a, b) => { + return a.rank - b.rank; + }); + + for (let i = 0; i < notedSuffixes.length; i++) { + this.RankSuffix(notedSuffixes[i].head); + } + } + + /** + * Sorts and pushes the sub-chains onto the chain stack. + */ + private SortAndPushSubchains(): void { + this.subChains.sort((c1: Chain, c2: Chain): number => { + const len = Math.min(c1.length, c2.length); + return StringComparison.compareOrdinal(this.inputString, c1.head, this.inputString, c2.head, len); + }); + for (let i = this.subChains.length - 1; i >= 0; i--) { + this.chainStack.push(this.subChains[i]); + } + } +} + +/** + * Represents a suffix and its rank. + */ +class SuffixRank { + /** + * Creates a new instance of the SuffixRank class. + * @param head The head index of the suffix. + * @param rank The rank of the suffix. + */ + public constructor( + public readonly head: number, + public readonly rank: number + ) {} +} + +/** + * Represents a chain of suffixes. + */ +class Chain { + /** + * Creates a new instance of the Chain class. + * @param head The head index of the chain. + * @param length The length of the chain. + */ + public constructor( + public head: number, + public readonly length: number + ) {} +}