From 3ee14244b7216743e5a42f394ad62b5a085036a1 Mon Sep 17 00:00:00 2001 From: Jason Dent Date: Fri, 19 Apr 2024 22:08:03 +0200 Subject: [PATCH] fix: Add n-gram downloader/parser --- bin.mjs | 2 +- cspell.config.yaml | 1 + fixtures/en_US.txt | 23256 +++++++++++++++++++++++++++++++++++ nGram.mjs | 5 + ngram/n-gram-totals.json | 2647 ++++ ngram/n-gram.a.tsv | 4886 ++++++++ ngram/n-gram.b.tsv | 4349 +++++++ ngram/n-gram.c.tsv | 7088 +++++++++++ ngram/n-gram.d.tsv | 4513 +++++++ ngram/n-gram.e.tsv | 3421 ++++++ ngram/n-gram.f.tsv | 3185 +++++ ngram/n-gram.g.tsv | 2564 ++++ ngram/n-gram.h.tsv | 3135 +++++ ngram/n-gram.i.tsv | 3346 +++++ ngram/n-gram.j.tsv | 882 ++ ngram/n-gram.k.tsv | 926 ++ ngram/n-gram.l.tsv | 2729 ++++ ngram/n-gram.m.tsv | 4530 +++++++ ngram/n-gram.n.tsv | 1881 +++ ngram/n-gram.o.tsv | 1870 +++ ngram/n-gram.p.tsv | 5767 +++++++++ ngram/n-gram.q.tsv | 392 + ngram/n-gram.r.tsv | 4261 +++++++ ngram/n-gram.s.tsv | 8162 ++++++++++++ ngram/n-gram.t.tsv | 3780 ++++++ ngram/n-gram.u.tsv | 2041 +++ ngram/n-gram.v.tsv | 1353 ++ ngram/n-gram.w.tsv | 2097 ++++ ngram/n-gram.x.tsv | 110 + ngram/n-gram.y.tsv | 298 + ngram/n-gram.z.tsv | 200 + package.json | 6 +- pnpm-lock.yaml | 4 +- src/SimpleTrie.mts | 41 + src/Trie.mts | 47 + src/measureSearch.mts | 275 +- src/measureSearchLarge.mts | 201 + src/runner.mts | 2 +- src/tools/appNGram.mts | 83 + src/tools/fetch-n-gram.mts | 271 + src/utils/stream.mts | 85 + 41 files changed, 104596 insertions(+), 96 deletions(-) create mode 100644 fixtures/en_US.txt create mode 100755 nGram.mjs create mode 100644 ngram/n-gram-totals.json create mode 100644 ngram/n-gram.a.tsv create mode 100644 ngram/n-gram.b.tsv create mode 100644 ngram/n-gram.c.tsv create mode 100644 ngram/n-gram.d.tsv create mode 100644 ngram/n-gram.e.tsv create mode 100644 ngram/n-gram.f.tsv create mode 100644 ngram/n-gram.g.tsv create mode 100644 ngram/n-gram.h.tsv create mode 100644 ngram/n-gram.i.tsv create mode 100644 ngram/n-gram.j.tsv create mode 100644 ngram/n-gram.k.tsv create mode 100644 ngram/n-gram.l.tsv create mode 100644 ngram/n-gram.m.tsv create mode 100644 ngram/n-gram.n.tsv create mode 100644 ngram/n-gram.o.tsv create mode 100644 ngram/n-gram.p.tsv create mode 100644 ngram/n-gram.q.tsv create mode 100644 ngram/n-gram.r.tsv create mode 100644 ngram/n-gram.s.tsv create mode 100644 ngram/n-gram.t.tsv create mode 100644 ngram/n-gram.u.tsv create mode 100644 ngram/n-gram.v.tsv create mode 100644 ngram/n-gram.w.tsv create mode 100644 ngram/n-gram.x.tsv create mode 100644 ngram/n-gram.y.tsv create mode 100644 ngram/n-gram.z.tsv create mode 100644 src/SimpleTrie.mts create mode 100644 src/Trie.mts create mode 100644 src/measureSearchLarge.mts create mode 100644 src/tools/appNGram.mts create mode 100644 src/tools/fetch-n-gram.mts create mode 100644 src/utils/stream.mts diff --git a/bin.mjs b/bin.mjs index 0112737..37dd41d 100755 --- a/bin.mjs +++ b/bin.mjs @@ -1,5 +1,5 @@ #!/usr/bin/env node -import { run } from './dist/app.mjs'; +import { run } from './dist/tools/appNGram.mjs'; run(); diff --git a/cspell.config.yaml b/cspell.config.yaml index 1b1b64d..6931f92 100644 --- a/cspell.config.yaml +++ b/cspell.config.yaml @@ -26,6 +26,7 @@ words: - codeql - coverallsapp - lcov + - ngram - pnpm - vitest ignoreWords: [] diff --git a/fixtures/en_US.txt b/fixtures/en_US.txt new file mode 100644 index 0000000..2119152 --- /dev/null +++ b/fixtures/en_US.txt @@ -0,0 +1,23256 @@ +'sup +'tis +'twas +abaci +abandonee +abandoner +abandoners +abandonments +abasedly +abaser +abasers +abashments +abatable +abatements +abater +abaters +abator +abbotcies +abbotcy +abbotship +abbotships +abbreviators +abdicable +aberrants +abettal +abettals +abeyances +abeyancies +abeyancy +abhorrences +abided +abiders +abidingness +ablatival +ablatively +ableness +ables +ablings +ablush +abluted +ablutionary +abnegations +abnormals +abo +aboded +aboding +aboil +abolishable +abolishers +abolitionary +aborter +aborters +abortional 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+complete 54.37 +context 52.56 +character 52.44 +complex 51.59 +coming 51.36 +code 50.67 +created 50.64 +college 50.50 +computer 49.89 +clearly 49.77 +critical 49.54 +car 48.87 +comes 48.27 +costs 47.93 +cross 47.90 +cut 47.67 +Christian 47.14 +choice 46.56 +condition 46.33 +civil 45.86 +content 45.76 +communication 45.74 +China 45.58 +concept 44.56 +companies 43.98 +Council 42.22 +cold 41.98 +committee 41.96 +Christ 41.86 +certainly 41.16 +carried 40.58 +contact 40.18 +continue 39.12 +claim 38.95 +color 38.74 +Chinese 38.03 +changed 37.62 +co 37.62 +command 37.24 +construction 36.66 +commission 36.61 +chief 36.39 +compared 36.35 +conflict 36.07 +collection 35.84 +contrast 35.54 +caused 35.35 +clinical 35.23 +check 35.23 +client 35.21 +Cambridge 35.17 +choose 34.67 +Congress 34.59 +concerned 34.58 +capacity 34.29 +circumstances 34.28 +cover 34.09 +characteristics 33.38 +connection 33.36 +completely 32.85 +contract 32.76 +Charles 32.58 +chance 32.49 +charge 32.40 +constant 32.37 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0.008206 +nursling 0.008204 +niggard 0.008135 +nooses 0.008020 +nutmegs 0.007940 +nonbeliever 0.007816 +noncontiguous 0.007735 +nant 0.007648 +nosegays 0.007529 +nuthin 0.007517 +nattered 0.007497 +notabilities 0.007479 +n.1 0.007435 +Nama 0.007309 +Newtons 0.006974 +Neuzeit 0.006972 +nutter 0.006925 +naturals 0.006873 +nits 0.006839 +Niemann 0.006781 +nasturtiums 0.006774 +noons 0.006692 +nology 0.006463 +naif 0.006449 +nonlinearly 0.006413 +nected 0.006404 +nankeen 0.006305 +nonfarm 0.006166 +nntil 0.006103 +nolo 0.006022 +nto 0.006020 +nonentities 0.005847 +nounced 0.005839 +nodiing 0.005724 +nowt 0.005724 +nursemaids 0.005684 +n.8 0.005683 +nares 0.005679 +n.9 0.005665 +nex 0.005596 +namesakes 0.005513 +nane 0.005509 +ninetynine 0.005495 +nough 0.005439 +nonresponsive 0.005423 +nidus 0.005329 +nesses 0.005329 +narrowminded 0.005239 +nates 0.005223 +née 0.005181 +necessity7 0.005156 +Norval 0.005060 +Neckar 0.005037 +Norseman 0.004983 +ninepins 0.004981 +nullius 0.004956 +nies 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0000000..1f213bf --- /dev/null +++ b/ngram/n-gram.o.tsv @@ -0,0 +1,1870 @@ +of 1.342e+4 +on 2337 +or 1764 +one 1018 +other 659.8 +out 569.2 +only 518.3 +our 422.0 +over 381.1 +own 247.7 +old 174.3 +off 170.9 +often 170.1 +order 167.0 +others 136.8 +once 135.8 +open 104.3 +office 77.08 +outside 66.95 +object 62.93 +o 61.64 +organization 61.03 +original 52.59 +Oh 41.66 +offer 41.20 +oil 39.90 +observed 39.73 +objects 39.29 +opportunity 37.17 +operation 36.36 +occur 36.22 +ones 36.08 +organizations 36.06 +opinion 35.27 +offered 35.08 +obtained 34.68 +opened 34.60 +October 34.40 +otherwise 34.31 +older 33.25 +Oxford 32.40 +operations 32.34 +output 30.83 +overall 28.71 +official 28.01 +occurs 27.98 +onto 27.26 +officer 27.22 +officers 26.82 +opening 25.90 +options 25.55 +option 24.98 +opportunities 24.77 +operating 24.56 +obtain 24.42 +occurred 24.32 +obvious 24.01 +objective 23.32 +origin 23.21 +opposite 22.86 +orders 22.83 +offers 22.53 +ourselves 21.89 +ordinary 21.73 +ordered 20.78 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2.638 +priori 2.638 +prosperous 2.635 +parted 2.634 +Potter 2.629 +protects 2.625 +partisan 2.623 +prominence 2.619 +pixel 2.608 +powered 2.601 +possessing 2.600 +procurement 2.592 +preferable 2.583 +pledge 2.573 +pillars 2.571 +patrons 2.549 +patriotism 2.546 +PE 2.541 +pitched 2.534 +periphery 2.528 +progressively 2.511 +permitting 2.510 +Prof. 2.509 +Protestants 2.509 +plantations 2.506 +prudent 2.504 +predominant 2.503 +pneumonia 2.502 +predecessors 2.502 +pretended 2.497 +Phoenix 2.491 +percentages 2.474 +pizza 2.471 +P.O. 2.468 +purification 2.456 +poster 2.454 +practised 2.453 +painters 2.451 +photon 2.448 +pluralism 2.440 +printers 2.439 +proprietary 2.426 +poisoning 2.424 +participatory 2.421 +penis 2.413 +preview 2.407 +pipeline 2.405 +permissions 2.395 +pathological 2.395 +planners 2.394 +pillar 2.390 +piles 2.387 +pleaded 2.387 +pumps 2.386 +postal 2.385 +Peters 2.384 +pulls 2.383 +proudly 2.380 +policing 2.373 +Panama 2.359 +prejudices 2.357 +policeman 2.354 +Patterson 2.348 +predicate 2.343 +promoter 2.340 +penal 2.330 +parcel 2.328 +proponents 2.323 +Putnam 2.322 +predecessor 2.312 +papal 2.307 +pore 2.296 +pact 2.290 +psychoanalytic 2.287 +proofs 2.284 +pensions 2.277 +PD 2.276 +populated 2.270 +pins 2.269 +psyche 2.252 +pumping 2.248 +penetrating 2.243 +processors 2.241 +permissible 2.223 +pretending 2.222 +polls 2.222 +picnic 2.220 +permeability 2.220 +precursor 2.218 +pavement 2.214 +psalms 2.209 +psychosocial 2.206 +protagonist 2.204 +pollen 2.200 +payroll 2.198 +pills 2.197 +plunged 2.192 +phosphorus 2.190 +plaster 2.189 +perimeter 2.184 +Presbyterian 2.179 +presses 2.179 +Pradesh 2.179 +pulp 2.173 +peel 2.173 +passport 2.173 +pedagogy 2.162 +pasture 2.162 +principals 2.154 +patiently 2.150 +piled 2.150 +purchaser 2.149 +paradigms 2.146 +progressed 2.145 +pounding 2.144 +pleading 2.142 +preferably 2.139 +poly 2.129 +pamphlet 2.123 +pilgrims 2.118 +Punjab 2.112 +Prague 2.112 +pioneers 2.110 +pesticides 2.089 +plight 2.087 +Palestinians 2.082 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1.355 +promoters 1.353 +preferring 1.351 +protons 1.348 +pretext 1.344 +Pam 1.341 +perverse 1.337 +passionately 1.335 +patterned 1.327 +PTSD 1.327 +primates 1.327 +presided 1.326 +pests 1.325 +plasticity 1.325 +publishes 1.325 +peacefully 1.321 +prosecutors 1.316 +paranoid 1.312 +prosper 1.312 +pronounce 1.312 +precede 1.309 +pragmatism 1.308 +perseverance 1.307 +Picasso 1.307 +postponed 1.305 +parametric 1.300 +procured 1.299 +prostitute 1.299 +persecuted 1.298 +passwords 1.296 +plagued 1.295 +predicated 1.294 +posing 1.294 +paddy 1.294 +pesticide 1.294 +Piper 1.292 +protagonists 1.292 +PJ 1.291 +puppet 1.290 +patriarchy 1.285 +pillows 1.284 +PowerPoint 1.283 +payoff 1.281 +promulgated 1.281 +planar 1.281 +precedents 1.281 +posterity 1.279 +proto 1.278 +pounded 1.278 +provoking 1.277 +peck 1.277 +Pascal 1.277 +psycho 1.275 +priestly 1.275 +parasitic 1.275 +partitions 1.272 +pouch 1.272 +profiling 1.267 +praxis 1.264 +parasite 1.263 +plank 1.260 +permanence 1.255 +PRC 1.243 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0.07268 +Zhen 0.07188 +zoologists 0.07181 +zeroing 0.07155 +zo 0.07095 +Zealander 0.06958 +Zech 0.06724 +Zemin 0.06445 +Zakaria 0.06381 +zillion 0.06242 +Zoltan 0.05947 +Zephaniah 0.05688 +Zaman 0.05652 +Zeitalter 0.05402 +Zentrum 0.05213 +zine 0.05131 +Zoroastrians 0.05128 +zippered 0.04988 +Zorn 0.04893 +Zeeb 0.04733 +zing 0.04672 +zodiacal 0.04528 +Zürich 0.04480 +Zebedee 0.04359 +zweiten 0.04323 +zation 0.04025 +Zenobia 0.03966 +Zoloft 0.03917 +zealotry 0.03381 +Z2 0.03047 +Zusammenhang 0.02579 +Zak 0.02296 +zips 0.02249 +Zululand 0.02070 +Zohn 0.01982 +Zambezi 0.01913 +ZZ 0.01874 +Zambesi 0.01851 +Zouaves 0.01726 +Zr 0.01670 +Zebulon 0.01468 +Zerubbabel 0.01417 +Zeiten 0.01306 +zephyrs 0.01285 +zither 0.01066 +Zend 0.01027 +Zollinger 0.008168 +Zaki 0.006873 +Zhan 0.005183 +zapping 0.005077 +Zuniga 0.005024 +Zug 0.004994 +Zeichen 0.004628 +Zounds 0.004308 diff --git a/package.json b/package.json index 0f9a303..d5dd8b4 100644 --- a/package.json +++ b/package.json @@ -9,7 +9,8 @@ "node": ">=18" }, "bin": { - "list-files": "./bin.mjs" + "perf-test": "./bin.mjs", + "ngram": "./nGram.mjs" }, "scripts": { "build": "tsc -p .", @@ -26,6 +27,7 @@ "prettier:fix": "prettier -w .", "eslint:check": "eslint .", "eslint:fix": "eslint . --fix", + "ngram": "node ./nGram.mjs", "app": "node ./bin.mjs", "test": "vitest run", "test:watch": "vitest", @@ -67,6 +69,7 @@ "vitest": "^1.5.0" }, "dependencies": { + "@cspell/cspell-pipe": "^8.7.0", "chalk": "^5.3.0", "commander": "^12.0.0", "globby": "^14.0.1", @@ -75,6 +78,7 @@ }, "files": [ "bin.mjs", + "nGram.mjs", "dist/**/*.mjs", "dist/**/*.js", "!**/*.test.*", diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index 1020cbc..787ce07 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -5,6 +5,9 @@ settings: excludeLinksFromLockfile: false dependencies: + '@cspell/cspell-pipe': + specifier: ^8.7.0 + version: 8.7.0 chalk: specifier: ^5.3.0 version: 5.3.0 @@ -196,7 +199,6 @@ packages: /@cspell/cspell-pipe@8.7.0: resolution: {integrity: sha512-ePqddIQ4arqPQgOkC146SkZxvZb9/jL7xIM5Igy2n3tiWTC5ijrX/mbHpPZ1VGcFck+1M0cJUuyhuJk+vMj3rg==} engines: {node: '>=18'} - dev: true /@cspell/cspell-resolver@8.7.0: resolution: {integrity: sha512-grZwDFYqcBYQDaz4AkUtdyqc4UUH2J3/7yWVkBbYDPE+FQHa9ofFXzXxyjs56GJlPfi9ULpe5/Wz6uVLg8rQkQ==} diff --git a/src/SimpleTrie.mts b/src/SimpleTrie.mts new file mode 100644 index 0000000..63b1ea8 --- /dev/null +++ b/src/SimpleTrie.mts @@ -0,0 +1,41 @@ +interface TrieNode { + w: boolean; + c?: Record; +} +export class SimpleTrie { + nodes: TrieNode = { w: false }; + add(word: string) { + trieAdd(this.nodes, word); + return this; + } + + addWords(words: string[]) { + for (const word of words) { + this.add(word); + } + return this; + } + + has(word: string) { + return trieHas(this.nodes, word); + } +} +function trieAdd(node: TrieNode, word: string): TrieNode { + if (!word) return node; + + let current = node; + for (const c of word) { + const children = (current.c ??= Object.create(null)); + current = children[c] ??= { w: false }; + } + current.w = true; + return current; +} +function trieHas(node: TrieNode, word: string): boolean { + let current: TrieNode | undefined = node; + for (const c of word) { + if (!current) return false; + current = current.c?.[c]; + } + return !!current?.w; +} diff --git a/src/Trie.mts b/src/Trie.mts new file mode 100644 index 0000000..6c2e960 --- /dev/null +++ b/src/Trie.mts @@ -0,0 +1,47 @@ +interface TrieNode { + w: boolean; + c?: Map; +} +export class Trie { + nodes: TrieNode = { w: false }; + add(word: string) { + trieAdd(this.nodes, word); + return this; + } + + addWords(words: string[]) { + for (const word of words) { + this.add(word); + } + return this; + } + + has(word: string) { + return trieHas(this.nodes, word); + } +} +function trieAdd(node: TrieNode, word: string): TrieNode { + if (!word) return node; + + let current = node; + for (const c of word) { + const children = (current.c ??= new Map()); + const found = children.get(c); + if (found) { + current = found; + } else { + current = { w: false }; + children.set(c, current); + } + } + current.w = true; + return current; +} +function trieHas(node: TrieNode, word: string): boolean { + let current: TrieNode | undefined = node; + for (const c of word) { + if (!current) return false; + current = current.c?.get(c); + } + return !!current?.w; +} diff --git a/src/measureSearch.mts b/src/measureSearch.mts index 7cbc5fd..cdd7db8 100644 --- a/src/measureSearch.mts +++ b/src/measureSearch.mts @@ -1,109 +1,200 @@ import { loremIpsum } from 'lorem-ipsum'; import { runTests } from './runner.mjs'; +import { SimpleTrie } from './SimpleTrie.mjs'; +import { Trie } from './Trie.mjs'; + +const numWords = 10000; export async function measureSearch(defaultTimeout = 1000) { const knownWords = [...new Set(loremIpsum({ count: 1000, units: 'words' }).split(' '))]; + const wordsToSearch = loremIpsum({ count: numWords, units: 'words' }).split(' '); const termNumber = [5, 10, 20, 30]; for (const numTerms of termNumber) { - await runTests(`Measure Search ${numTerms}`, async (context) => { - const test = context.test; - context.timeout = defaultTimeout; - - // test('lorem-ipsum words', () => { - // loremIpsum({ count: 1000, units: 'words' }); - // }); - // test('lorem-ipsum sentences', () => { - // loremIpsum({ count: 100, units: 'sentences' }); - // }); - // test('lorem-ipsum sentences', () => { - // loremIpsum({ count: 30, units: 'paragraphs' }); - // }); - - // test('lorem-ipsum word x 1000', () => { - // for (let i = 0; i < 1000; i++) { - // loremIpsum({ count: 1, units: 'words' }); - // } - // // throw new Error('test error'); - // }); - - const words = loremIpsum({ count: 30000, units: 'words' }).split(' '); - const searchTerms = knownWords.slice(0, numTerms); - const searchObjMap = Object.fromEntries(searchTerms.map((term) => [term, true])); - const searchSet = new Set(searchTerms); - - test('search `searchTerms.includes`', () => { - const terms = searchTerms; - return words.filter((word) => terms.includes(word)); - }); - - test('search `searchTerms.includes` for', () => { - const terms = searchTerms; - const result: string[] = []; - for (const word of words) { - if (terms.includes(word)) { - result.push(word); + await runTests( + `Search Dictionary, Size of dictionary: ${numTerms}, Number of words: ${wordsToSearch.length}, timeout: ${defaultTimeout}ms`, + async (context) => { + const test = context.test; + context.timeout = defaultTimeout; + + // test('lorem-ipsum words', () => { + // loremIpsum({ count: 1000, units: 'words' }); + // }); + // test('lorem-ipsum sentences', () => { + // loremIpsum({ count: 100, units: 'sentences' }); + // }); + // test('lorem-ipsum sentences', () => { + // loremIpsum({ count: 30, units: 'paragraphs' }); + // }); + + // test('lorem-ipsum word x 1000', () => { + // for (let i = 0; i < 1000; i++) { + // loremIpsum({ count: 1, units: 'words' }); + // } + // // throw new Error('test error'); + // }); + + const words = wordsToSearch; + const searchTerms = knownWords.slice(0, numTerms); + const searchObjMap = Object.fromEntries(searchTerms.map((term) => [term, true])); + const searchSet = new Set(searchTerms); + + test('search `searchTerms.includes`', () => { + const terms = searchTerms; + return words.filter((word) => terms.includes(word)); + }); + + test('search `searchTerms.includes` for', () => { + const terms = searchTerms; + const result: string[] = []; + for (const word of words) { + if (terms.includes(word)) { + result.push(word); + } + } + return result; + }); + + test('search `word in searchObjMap`', () => { + return words.filter((word) => word in searchObjMap); + }); + + test('search `word in searchObjMap` local', () => { + const map = searchObjMap; + return words.filter((word) => word in map); + }); + + test('search `word in searchObjMap` for', () => { + const map = searchObjMap; + const result: string[] = []; + for (const word of words) { + if (word in map) { + result.push(word); + } + } + return result; + }); + + test('search `searchSet.has`', () => { + return words.filter((word) => searchSet.has(word)); + }); + + test('search `searchSet.has` local', () => { + const s = searchSet; + return words.filter((word) => s.has(word)); + }); + + test('search `searchSet.has` for', () => { + const s = searchSet; + const result: string[] = []; + for (const word of words) { + if (s.has(word)) { + result.push(word); + } + } + return result; + }); + + test('search `searchSet.has` for i', () => { + const s = searchSet; + const result: string[] = []; + const w = words; + const len = w.length; + for (let i = 0, c = 0; i < len; i++) { + const word = w[i]; + if (s.has(word)) { + result[c++] = word; + } + } + return result; + }); + + test('search `searchSet.has` for i push', () => { + const s = searchSet; + const result: string[] = []; + const w = words; + const len = w.length; + for (let i = 0; i < len; i++) { + const word = w[i]; + if (s.has(word)) { + result.push(word); + } + } + return result; + }); + + test('search `searchSet.has` for i alloc', () => { + let c = 0; + const s = searchSet; + const result: string[] = new Array(words.length); + const w = words; + const len = w.length; + for (let i = 0; i < len; i++) { + const word = w[i]; + if (s.has(word)) { + result[c++] = word; + } } - } - return result; - }); - - test('search `word in searchObjMap`', () => { - return words.filter((word) => word in searchObjMap); - }); - - test('search `word in searchObjMap` local', () => { - const map = searchObjMap; - return words.filter((word) => word in map); - }); - - test('search `word in searchObjMap` for', () => { - const map = searchObjMap; - const result: string[] = []; - for (const word of words) { - if (word in map) { - result.push(word); + result.length = c; + return result; + }); + + const hasWords = new RegExp(`^${searchTerms.map((w) => w.replaceAll(/\W/g, '')).join('|')}$`); + + test('search regexp', () => { + const re = hasWords; + return words.filter((word) => re.test(word)); + }); + + test('search regexp for', () => { + const re = hasWords; + const result: string[] = []; + for (const word of words) { + if (re.test(word)) { + result.push(word); + } } - } - return result; - }); - - test('search `searchSet.has`', () => { - return words.filter((word) => searchSet.has(word)); - }); - - test('search `searchSet.has` local', () => { - const s = searchSet; - return words.filter((word) => s.has(word)); - }); - - test('search `searchSet.has` for', () => { - const s = searchSet; - const result: string[] = []; - for (const word of words) { - if (s.has(word)) { - result.push(word); + return result; + }); + + const sTrie = new SimpleTrie().addWords(searchTerms); + const trie = new Trie().addWords(searchTerms); + + test('search trie', () => { + const t = trie; + return words.filter((word) => t.has(word)); + }); + + test('search trie for', () => { + const t = trie; + const result: string[] = []; + for (const word of words) { + if (t.has(word)) { + result.push(word); + } } - } - return result; - }); - - test('search `searchSet.has` for i', () => { - const s = searchSet; - const result: string[] = []; - const w = words; - const len = w.length; - for (let i = 0; i < len; i++) { - const word = w[i]; - if (s.has(word)) { - result.push(word); + return result; + }); + + test('search sTrie', () => { + const t = sTrie; + return words.filter((word) => t.has(word)); + }); + + test('search sTrie for', () => { + const t = sTrie; + const result: string[] = []; + for (const word of words) { + if (t.has(word)) { + result.push(word); + } } - } - return result; - }); - }); + return result; + }); + }, + ); } // console.log('%o', result); diff --git a/src/measureSearchLarge.mts b/src/measureSearchLarge.mts new file mode 100644 index 0000000..cdd7db8 --- /dev/null +++ b/src/measureSearchLarge.mts @@ -0,0 +1,201 @@ +import { loremIpsum } from 'lorem-ipsum'; + +import { runTests } from './runner.mjs'; +import { SimpleTrie } from './SimpleTrie.mjs'; +import { Trie } from './Trie.mjs'; + +const numWords = 10000; + +export async function measureSearch(defaultTimeout = 1000) { + const knownWords = [...new Set(loremIpsum({ count: 1000, units: 'words' }).split(' '))]; + const wordsToSearch = loremIpsum({ count: numWords, units: 'words' }).split(' '); + + const termNumber = [5, 10, 20, 30]; + + for (const numTerms of termNumber) { + await runTests( + `Search Dictionary, Size of dictionary: ${numTerms}, Number of words: ${wordsToSearch.length}, timeout: ${defaultTimeout}ms`, + async (context) => { + const test = context.test; + context.timeout = defaultTimeout; + + // test('lorem-ipsum words', () => { + // loremIpsum({ count: 1000, units: 'words' }); + // }); + // test('lorem-ipsum sentences', () => { + // loremIpsum({ count: 100, units: 'sentences' }); + // }); + // test('lorem-ipsum sentences', () => { + // loremIpsum({ count: 30, units: 'paragraphs' }); + // }); + + // test('lorem-ipsum word x 1000', () => { + // for (let i = 0; i < 1000; i++) { + // loremIpsum({ count: 1, units: 'words' }); + // } + // // throw new Error('test error'); + // }); + + const words = wordsToSearch; + const searchTerms = knownWords.slice(0, numTerms); + const searchObjMap = Object.fromEntries(searchTerms.map((term) => [term, true])); + const searchSet = new Set(searchTerms); + + test('search `searchTerms.includes`', () => { + const terms = searchTerms; + return words.filter((word) => terms.includes(word)); + }); + + test('search `searchTerms.includes` for', () => { + const terms = searchTerms; + const result: string[] = []; + for (const word of words) { + if (terms.includes(word)) { + result.push(word); + } + } + return result; + }); + + test('search `word in searchObjMap`', () => { + return words.filter((word) => word in searchObjMap); + }); + + test('search `word in searchObjMap` local', () => { + const map = searchObjMap; + return words.filter((word) => word in map); + }); + + test('search `word in searchObjMap` for', () => { + const map = searchObjMap; + const result: string[] = []; + for (const word of words) { + if (word in map) { + result.push(word); + } + } + return result; + }); + + test('search `searchSet.has`', () => { + return words.filter((word) => searchSet.has(word)); + }); + + test('search `searchSet.has` local', () => { + const s = searchSet; + return words.filter((word) => s.has(word)); + }); + + test('search `searchSet.has` for', () => { + const s = searchSet; + const result: string[] = []; + for (const word of words) { + if (s.has(word)) { + result.push(word); + } + } + return result; + }); + + test('search `searchSet.has` for i', () => { + const s = searchSet; + const result: string[] = []; + const w = words; + const len = w.length; + for (let i = 0, c = 0; i < len; i++) { + const word = w[i]; + if (s.has(word)) { + result[c++] = word; + } + } + return result; + }); + + test('search `searchSet.has` for i push', () => { + const s = searchSet; + const result: string[] = []; + const w = words; + const len = w.length; + for (let i = 0; i < len; i++) { + const word = w[i]; + if (s.has(word)) { + result.push(word); + } + } + return result; + }); + + test('search `searchSet.has` for i alloc', () => { + let c = 0; + const s = searchSet; + const result: string[] = new Array(words.length); + const w = words; + const len = w.length; + for (let i = 0; i < len; i++) { + const word = w[i]; + if (s.has(word)) { + result[c++] = word; + } + } + result.length = c; + return result; + }); + + const hasWords = new RegExp(`^${searchTerms.map((w) => w.replaceAll(/\W/g, '')).join('|')}$`); + + test('search regexp', () => { + const re = hasWords; + return words.filter((word) => re.test(word)); + }); + + test('search regexp for', () => { + const re = hasWords; + const result: string[] = []; + for (const word of words) { + if (re.test(word)) { + result.push(word); + } + } + return result; + }); + + const sTrie = new SimpleTrie().addWords(searchTerms); + const trie = new Trie().addWords(searchTerms); + + test('search trie', () => { + const t = trie; + return words.filter((word) => t.has(word)); + }); + + test('search trie for', () => { + const t = trie; + const result: string[] = []; + for (const word of words) { + if (t.has(word)) { + result.push(word); + } + } + return result; + }); + + test('search sTrie', () => { + const t = sTrie; + return words.filter((word) => t.has(word)); + }); + + test('search sTrie for', () => { + const t = sTrie; + const result: string[] = []; + for (const word of words) { + if (t.has(word)) { + result.push(word); + } + } + return result; + }); + }, + ); + } + + // console.log('%o', result); +} diff --git a/src/runner.mts b/src/runner.mts index cdc1781..d9d45f6 100644 --- a/src/runner.mts +++ b/src/runner.mts @@ -251,7 +251,7 @@ function formatResult(result: TestResult, nameWidth: number): string { `mean: ${mean.toPrecision(5).padStart(8)} ` + `p95: ${p95.toPrecision(5).padStart(8)} ` + `min/max: ${min.toPrecision(5).padStart(8)}/${max.toPrecision(5).padStart(8)} ` + - `${duration.toFixed(2)}ms `; + `${duration.toFixed(2).padStart(7)}ms `; return msg; } diff --git a/src/tools/appNGram.mts b/src/tools/appNGram.mts new file mode 100644 index 0000000..87b36ef --- /dev/null +++ b/src/tools/appNGram.mts @@ -0,0 +1,83 @@ +import fs from 'node:fs/promises'; +import path from 'node:path'; + +import chalk from 'chalk'; +import { Command, program as defaultCommand } from 'commander'; + +import { downloadNGrams, fetchTotals } from './fetch-n-gram.mjs'; + +export async function app(program = defaultCommand): Promise { + program + .name('N-Gram Helper') + .description('Run performance tests.') + .addCommand(commandDownload()) + .addCommand(commandDownloadTotals()); + + program.showHelpAfterError(); + return program; +} + +function commandDownloadTotals(): Command { + interface Options { + output?: string; + } + + const defaultOutput = 'ngram/n-gram-totals.json'; + + const command = new Command('download-totals') + .description('Download the N-Gram totals.') + .option('-o, --output ', 'output file', defaultOutput) + .action(async (/* args, */ options: Options, _commander: Command) => { + console.log(chalk.green('Downloading N-Gram totals...')); + const data = await fetchTotals(); + const filename = options.output ?? defaultOutput; + await fs.mkdir(path.dirname(filename), { recursive: true }); + await fs.writeFile(filename, JSON.stringify(data, null, 2) + '\n'); + console.log(chalk.green('done.')); + }); + + return command; +} + +function commandDownload(): Command { + interface Options { + output?: string; + all?: boolean; + } + + const defaultOutput = 'ngram/n-gram.tsv'; + + const command = new Command('download') + .description('Download the N-Gram totals.') + .arguments('[prefixes...]') + .option('-o, --output ', 'output file', defaultOutput) + .option('-a, --all', 'download all prefixes') + .action(async (prefixes, options: Options, _commander: Command) => { + console.log(chalk.green('Downloading N-Gram ...')); + const baseFilename = options.output ?? defaultOutput; + if (!prefixes.length && !options.all) { + console.log(chalk.red('No prefixes specified.')); + return; + } + for await (const file of downloadNGrams(options.all ? {} : { prefixes })) { + console.log('Saving %s...', file.prefix); + const filename = calcFilename(baseFilename, file.prefix); + await fs.mkdir(path.dirname(filename), { recursive: true }); + await fs.writeFile(filename, file.lines); + } + console.log(chalk.green('done.')); + }); + + return command; + + function calcFilename(baseFilename: string, prefix: string): string { + const ext = path.extname(baseFilename); + const filename = path.basename(baseFilename, ext); + return path.join(path.dirname(baseFilename), filename + '.' + prefix + (ext || '.tsv')); + } +} + +export async function run(argv?: string[], program?: Command): Promise { + const prog = await app(program); + await prog.parseAsync(argv); +} diff --git a/src/tools/fetch-n-gram.mts b/src/tools/fetch-n-gram.mts new file mode 100644 index 0000000..9db5c39 --- /dev/null +++ b/src/tools/fetch-n-gram.mts @@ -0,0 +1,271 @@ +import { opMap, pipeAsync, pipeSync } from '@cspell/cspell-pipe'; + +import { autoDecompress, decodeUtf8AsyncIterable, toLinesAsync } from '../utils/stream.mjs'; + +export function getURLForNGram(prefix: string, n = 1): string { + // Example: http://storage.googleapis.com/books/ngrams/books/googlebooks-eng-all-1gram-20120701-h.gz + return `http://storage.googleapis.com/books/ngrams/books/googlebooks-eng-all-${n}gram-20120701-${prefix}.gz`; +} + +export function getURLForNGramTotals(n = 1) { + return `http://storage.googleapis.com/books/ngrams/books/20200217/eng/totalcounts-${n}`; +} + +const regExIsLetter = /^[a-zA-Z]$/; + +const gramPrefixes = [ + [], + '0 1 2 3 4 5 6 7 8 9 a b c d e f g h i j k l m n o other p pos punctuation q r s t u v w x y z' + .split(' ') + .filter((v) => regExIsLetter.test(v)), +]; + +interface CountEntry { + /** + * Year of the count + */ + year: number; + /** + * Number of times the n-gram appears in the corpus for the given year + */ + count: number; + /** + * Number of "books" that contain the n-gram + */ + volumes: number; +} + +interface WordFreq { + /** + * The word + */ + word: string; + /** + * Occurrences per million words. + */ + freq: number; + + /** + * Total number of occurrences in the corpus. + */ + count?: number; + + /** + * The count by POS of the word in the corpus. + */ + posCounts?: Record; + + /** + * The frequency by POS of the word in the corpus. + */ + posFreq?: Record; +} + +function parseTotalsData(rawData: string): CountEntry[] { + const lines = rawData.split(/\s+/g).filter((a) => a); + const values = lines.map((line) => { + return line.split(',').map((value) => Number(value)); + }); + return values.map(([year, count, volumes]) => ({ year, count, volumes })); +} + +export async function fetchTotals(n?: number) { + const url = getURLForNGramTotals(n); + const response = await fetch(url); + const data = await response.text(); + return parseTotalsData(data); +} + +export function nGramAccumulator( + totals: CountEntry[], + options: AccumulationOptions, +): (lines: AsyncIterable) => AsyncIterable { + const opts = accOptionsDefaults(options); + + const totalWordCount = totals.filter((a) => a.year >= opts.minYear).reduce((a, b) => a + b.count, 0); + + async function* accumulator(lines: AsyncIterable): AsyncIterable { + const { minYear, minVolumes, sep } = opts; + + const sMinYear = minYear.toString(); + + let curr: Required | undefined; + + function patchCurr(curr: Required): Required { + curr.freq = (1e6 * curr.count) / totalWordCount; + curr.posFreq = Object.fromEntries( + Object.entries(curr.posCounts).map(([k, v]) => [k, (1e6 * v) / totalWordCount]), + ); + return curr; + } + + for await (const line of lines) { + const [wordEx, year, count, volumes] = line.split(sep); + if (year < sMinYear || minVolumes > Number(volumes)) { + continue; + } + + const [word, pos = ''] = wordEx.split('_'); + + if (curr?.word !== word) { + if (curr) { + yield patchCurr(curr); + } + // console.log('Next word: %s -> %s:%s', curr?.word || '*', word, pos); + curr = { word, freq: 0, count: 0, posCounts: {}, posFreq: {} }; + } + + const cnt = Number(count); + curr.posCounts[pos] = (curr.posCounts[pos] || 0) + cnt; + curr.count += cnt; + } + + if (curr) { + yield patchCurr(curr); + } + } + + return accumulator; +} + +interface AccumulationOptions { + /** + * The n-Gram level 1 = single word, 2 = two words, etc. + */ + n?: 1 | undefined; + /** + * The minimum year to consider + * @default 2000 + */ + minYear?: number | undefined; + /** + * The minimum number of volumes the n-gram appears in + * @default 1000 + */ + minVolumes?: number | undefined; + /** + * The separator used in the download + * @default '\t' + */ + sep?: string | undefined; +} + +export function createMapWordFreqToCsvLines(sep = '\t'): (f: WordFreq) => string { + return ({ word, freq }) => `${word}${sep}${freq}\n`; +} + +function mapWordFreqToCsvLines(sep = '\t'): (i: Iterable<[word: string, freq: number]>) => Iterable { + function* map(i: Iterable<[word: string, freq: number]>) { + for (const [word, freq] of i) { + yield `${word}${sep}${freq.toPrecision(4)}\n`; + } + } + + return map; +} + +export interface DownLoadNGramsOptions extends AccumulationOptions { + prefixes?: string[]; + totals?: CountEntry[]; +} + +interface FileNGram { + prefix: string; + lines: Iterable; +} + +export async function* downloadNGrams(options: DownLoadNGramsOptions): AsyncIterable { + const opts = accOptionsDefaults(options); + + const nPrefixes = gramPrefixes[opts.n]; + const initialPrefixes = opts.prefixes ?? nPrefixes; + const prefixes = initialPrefixes.filter((a) => nPrefixes.includes(a)); + + const totals = opts.totals || (await fetchTotals(opts.n)); + + const acc = nGramAccumulator(totals, opts); + + const mapToLines = mapWordFreqToCsvLines(opts.sep); + + for (const prefix of prefixes) { + console.log('Downloading %s...', prefix); + const wordFreq = new Map(); + let collisions = 0; + for await (const entry of pipeAsync(fetchNGramLines(prefix, opts), acc)) { + const existing = wordFreq.get(entry.word); + if (existing) { + collisions++; + // console.log('Collision: %s %d + %d', entry.word, existing, entry.freq); + entry.freq += existing; + } + wordFreq.set(entry.word, entry.freq); + } + + const normalized = cleanupWordFreq(wordFreq); + + console.log({ found: wordFreq.size, normalized: normalized.size, collisions: collisions }); + + yield { prefix, lines: mapToLines(normalized) }; + } +} + +type RequiredNoUndefined = { + [P in keyof T]-?: Exclude; +}; + +// type MakeKeysRequired = Omit & RequiredNoUndefined; + +function accOptionsDefaults( + options: T, +): Omit & RequiredNoUndefined { + const { n = 1, minYear = 2000, minVolumes = 1000, sep = '\t' } = options; + return { ...options, n, minYear, minVolumes, sep }; +} + +async function* fetchNGramLines(prefix: string, options: AccumulationOptions): AsyncGenerator { + const url = getURLForNGram(prefix, options.n); + const response = await fetch(url); + + const body = response.body; + if (!body) { + return; + } + + for await (const part of pipeAsync(body, autoDecompress, decodeUtf8AsyncIterable, toLinesAsync)) { + yield part; + } +} + +function compareWordsAdj([aw, an]: [string, number], [bw, bn]: [string, number]): number { + const alc = aw.toLowerCase(); + const blc = bw.toLowerCase(); + + const sa = alc === aw ? 3 : 1; + const sb = blc === bw ? 3 : 1; + + const ca = an * sa; + const cb = bn * sb; + return cb - ca; +} + +function cleanupWordFreq(map: Map): Map { + const normalized = new Map>(); + + for (const [w, f] of map.entries()) { + const nw = w.normalize('NFC'); + const lc = nw.toLowerCase(); + const existing = normalized.get(lc) || new Map(); + normalized.set(lc, existing.set(nw, f)); + } + + const entries = pipeSync( + normalized.values(), + opMap((m) => { + const entries = [...m.entries()].sort(compareWordsAdj); + return entries.reduce((acc, [_, v]) => ((acc[1] += v), acc)); + }), + ); + const r = new Map([...entries].sort((a, b) => b[1] - a[1])); + + return r; +} diff --git a/src/utils/stream.mts b/src/utils/stream.mts new file mode 100644 index 0000000..7d402aa --- /dev/null +++ b/src/utils/stream.mts @@ -0,0 +1,85 @@ +import { pipeline } from 'node:stream'; +import zlib from 'node:zlib'; + +export async function* autoDecompress(stream: AsyncIterable): AsyncIterable { + const iter = stream[Symbol.asyncIterator](); + + try { + const first = await iter.next(); + if (first.done) return; + + const isCompressed = first.value[0] === 0x1f && first.value[1] === 0x8b; + + if (!isCompressed) { + yield* prefixAsyncIterator(first.value, iter); + return; + } + + yield* decompressGzip(prefixAsyncIterator(first.value, iter)); + } finally { + iter.return?.(); + } +} + +async function* decompressGzip(stream: AsyncIterable): AsyncIterable { + const ac = new AbortController(); + + try { + const gzip = zlib.createGunzip(); + + const p = pipeline(stream, gzip, (err) => { + if (!err || err.name === 'AbortError') { + return; + } + console.error(err); + }); + + yield* p; + } finally { + ac.abort(); + } +} + +/** + * Due to the nature of AsyncIterators, this function will NOT call iter.return() + * @param value - value to yield first + * @param iter - iterator to yield the rest + * @returns AsyncIterable + */ +function prefixAsyncIterator(value: T, iter: AsyncIterator): AsyncIterable { + async function* run() { + yield value; + for (let n = await iter.next(); !n.done; n = await iter.next()) { + yield n.value; + } + } + return run(); +} + +export async function* decodeUtf8AsyncIterable(stream: AsyncIterable): AsyncIterable { + const decoder = new TextDecoder(); + + for await (const block of stream) { + yield decoder.decode(block, { stream: true }); + } +} + +/** + * + * @param stream - AsyncIterable + */ +export async function* toLinesAsync(stream: AsyncIterable): AsyncIterable { + let buffer = ''; + + for await (const chunk of stream) { + buffer += chunk; + const lines = buffer.split('\n'); + if (lines.length <= 1) continue; + buffer = lines.pop() || ''; + yield* lines; + } + + if (buffer.length > 0) { + yield buffer; + } +}