diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml index 5dacdd9f..90a4ee99 100644 --- a/.github/workflows/deploy.yml +++ b/.github/workflows/deploy.yml @@ -23,8 +23,10 @@ jobs: | sed s/{CODA_TOKEN}/${{ secrets.CODA_TOKEN }}/ \ | sed s/{CODA_INCOMING_TOKEN}/${{ secrets.CODA_INCOMING_TOKEN }}/ \ | sed s/{CODA_WRITES_TOKEN}/${{ secrets.CODA_WRITES_TOKEN }}/ \ + | sed s/{ALLOW_ORIGINS}// \ > wrangler.toml npm ci + npm run build --prefix stampy-search npm run deploy - name: 'Debug: list files in build directory' run: ls -R build public/build diff --git a/.github/workflows/pr-check.yml b/.github/workflows/pr-check.yml index d9e678c8..0505b088 100644 --- a/.github/workflows/pr-check.yml +++ b/.github/workflows/pr-check.yml @@ -12,5 +12,6 @@ jobs: - name: lint run: | npm ci + npm run build --prefix stampy-search npm run lint npm run test diff --git a/.gitignore b/.gitignore index cc197c64..98fddc92 100644 --- a/.gitignore +++ b/.gitignore @@ -9,3 +9,6 @@ node_modules .DS_store wrangler.toml + +stampy-search/dist +stampy-search/example/stampySearch.min.js \ No newline at end of file diff --git a/app/components/search.tsx b/app/components/search.tsx index 81233abc..3e3dd10b 100644 --- a/app/components/search.tsx +++ b/app/components/search.tsx @@ -1,36 +1,69 @@ -import {useState, useEffect, useRef, MutableRefObject, FocusEvent} from 'react' +import {useState, useEffect, useCallback, useRef, MutableRefObject, FocusEvent} from 'react' import debounce from 'lodash/debounce' +import {Searcher, Question as QuestionType, SearchResult} from 'stampy-search' import {AddQuestion} from '~/routes/questions/add' import {Action, ActionType} from '~/routes/questions/actions' import {MagnifyingGlass, Edit} from '~/components/icons-generated' -import {useSearch, Question as QuestionType, SearchResult} from '~/hooks/search' import AutoHeight from 'react-auto-height' import Dialog from '~/components/dialog' type Props = { onSiteAnswersRef: MutableRefObject + initialQuery?: string openQuestionTitles: string[] onSelect: (pageid: string, title: string) => void } const empty: [] = [] -export default function Search({onSiteAnswersRef, openQuestionTitles, onSelect}: Props) { - const [showResults, setShowResults] = useState(false) +export default function Search({ + onSiteAnswersRef, + initialQuery, + openQuestionTitles, + onSelect, +}: Props) { + const [showResults, setShowResults] = useState(initialQuery !== undefined) const [showMore, setShowMore] = useState(false) const searchInputRef = useRef('') - const {search, arePendingSearches, results} = useSearch(onSiteAnswersRef) + const [arePendingSearches, setPendingSearches] = useState(false) + const [results, setResults] = useState([] as SearchResult[]) + const [searcher, setSearcher] = useState() + + useEffect(() => { + setSearcher( + new Searcher({ + getAllQuestions: () => onSiteAnswersRef.current, + onResolveCallback: (query?: string, res?: SearchResult[] | null) => { + if (res) { + setPendingSearches(false) + setResults(res) + } + }, + }) + ) + }, [onSiteAnswersRef]) - const searchFn = (rawValue: string) => { - const value = rawValue.trim() - if (value === searchInputRef.current) return + const searchFn = useCallback( + (rawValue: string) => { + const value = rawValue.trim() + if (value === searchInputRef.current) return - searchInputRef.current = value + searchInputRef.current = value - search(value) - logSearch(value) - } + setPendingSearches(true) + searcher && searcher.searchLive(value) + logSearch(value) + }, + [searcher] + ) + + // Show the url query if defined + useEffect(() => { + if (initialQuery && searcher) { + initialQuery && searchFn(initialQuery) + } + }, [initialQuery, searcher, searchFn]) const handleChange = debounce(searchFn, 100) @@ -63,6 +96,7 @@ export default function Search({onSiteAnswersRef, openQuestionTitles, onSelect}: name="searchbar" placeholder="Search for more questions here..." autoComplete="off" + defaultValue={searchInputRef.current} onChange={(e) => handleChange(e.currentTarget.value)} onKeyDown={(e) => e.key === 'Enter' && searchFn(e.currentTarget.value)} /> @@ -107,12 +141,13 @@ export default function Search({onSiteAnswersRef, openQuestionTitles, onSelect}: - {showMore && ( + {showMore && searcher && ( { setShowMore(false) setHide(true) }} + searcher={searcher} question={searchInputRef.current} relatedQuestions={results.map(({title}) => title)} /> @@ -161,33 +196,25 @@ const ShowMoreSuggestions = ({ question, relatedQuestions, onClose, + searcher, }: { question: string relatedQuestions: string[] onClose: (e: unknown) => void + searcher: Searcher }) => { const [extraQuestions, setExtraQuestions] = useState(empty) const [error, setError] = useState() useEffect(() => { - const getResults = async (question: string) => { - try { - const result = await fetch(`/questions/search?question=${encodeURIComponent(question)}`) - - if (result.status == 200) { - const questions = await result.json() - setExtraQuestions(questions) // don't set on API errors - } else { - console.error(await result.text()) - setError('Error while searching for similar questions') - } - } catch (e) { + searcher + .searchUnpublished(question, 5) + .then((res: SearchResult[] | null) => res && setExtraQuestions(res)) + .catch((e: any) => { console.error(e) - setError(e instanceof Error ? e.message : '') - } - } - getResults(question) - }, [question]) + setError(e) + }) + }, [question, searcher]) if (extraQuestions === empty) { return ( diff --git a/app/hooks/search.tsx b/app/hooks/search.tsx deleted file mode 100644 index 9b1e54b3..00000000 --- a/app/hooks/search.tsx +++ /dev/null @@ -1,181 +0,0 @@ -import {useState, useEffect, useRef, MutableRefObject} from 'react' - -export type Question = { - pageid: string - title: string -} -export type SearchResult = Question & { - score: number - model: string - url?: string -} - -export type WorkerMessage = - | { - status: 'ready' - numQs: number - } - | { - searchResults: SearchResult[] - userQuery?: string - } - -/** - * Sort function for the highest score on top - */ -const byScore = (a: SearchResult, b: SearchResult) => b.score - a.score - -/** Baseline full-text search matching the query with each question as strings, weighting down: - * short words, - * wh* questions, - * distance, - * partial (prefix) match without full match - * normalized to ignore a/an/the, punctuation, and case - */ -export const baselineSearch = async ( - searchQueryRaw: string, - questions: Question[], - numResults = 5 -): Promise => { - if (!searchQueryRaw) { - return [] - } - - const searchQueryTokens = normalize(searchQueryRaw).split(' ') - const matchers = searchQueryTokens.map((token) => ({ - weight: token.match(/^(?:\w|\w\w|wh.*|how)$/) ? 0.2 : token.length, - fullRe: new RegExp(`\\b${token}\\b`), - prefixRe: new RegExp(`\\b${token}`), - })) - const isDefinitionRe = /^what (?:is|are)/ - const totalWeight = matchers.reduce((acc, {weight}) => acc + weight, 0.1) // extra total to avoid division by 0 - - const scoringFn = (questionNormalized: string) => { - let score = isDefinitionRe.exec(questionNormalized) ? 0.1 : 0 // small boost to "What is x?" questions if there are many search results - let prevPosition = -1 - for (const {weight, fullRe, prefixRe} of matchers) { - const fullMatch = fullRe.exec(questionNormalized) - const prefixMatch = prefixRe.exec(questionNormalized) - const currPosition = fullMatch?.index ?? prefixMatch?.index ?? prevPosition - const distanceMultiplier = - questionNormalized.slice(prevPosition, currPosition).split(' ').length === 2 ? 1 : 0.9 - - if (fullMatch) { - score += weight * distanceMultiplier - } else { - if (prefixMatch) { - score += 0.9 * weight * distanceMultiplier - } else { - score -= 0.2 * weight - } - } - prevPosition = currPosition - } - - return score / totalWeight - } - - return questions - .map(({pageid, title}) => { - const normalized = normalize(title) - return { - pageid, - title, - normalized, - model: 'plaintext', - score: scoringFn(normalized), - } - }) - .sort(byScore) - .slice(0, numResults) - .filter(({score}) => score > 0) -} - -/** - * Ignore unimportant details for similarity comparison - */ -const normalize = (question: string) => - question - .toLowerCase() - .replace(/[^\w ]|\b(?:an?|the?)\b/g, '') - .replace(/(\w{2})s\b/g, '$1') // cannot use lookbehind (?<=...) because not supported on Safari - .replace(/\s+|_|&\s*/g, ' ') - .trim() - -const updateQueue = (item: string) => (queue: string[]) => { - if (item == queue[queue.length - 1]) { - // the lastest search is the same a this one - ignore all other searches - // as this is what was desired - return [] - } - const pos = queue.indexOf(item) - if (pos < 0) { - // If the item isn't in the queue, then do nothing - it was cleared by previous results - return queue - } - // Remove the first occurance of the item, i.e. the oldest search. It's possible for there - // to be multiple such values, but they weren't the most recent searches, so who cares. They - // might as well be left in though, for bookkeeping reasons - queue.splice(pos, 1) - return queue -} - -/** - * Configure the search engine. - * - * This will download the embeddings for semantic search, but until that is set up, will - * use baseline search over the list of questions already loaded on the site. - * Searches containing only one or two words will also use the baseline search - */ -export const useSearch = (onSiteQuestions: MutableRefObject, numResults = 5) => { - const resultsProcessor = useRef((data: WorkerMessage): void => { - data // This is here just to get typescript to stop complaining... - }) - const tfWorkerRef = useRef() - const [queue, setQueue] = useState([] as string[]) - const [results, setResults] = useState([] as SearchResult[]) - - useEffect(() => { - const makeWorker = async () => { - const worker = new Worker('/tfWorker.js') - worker.addEventListener('message', ({data}) => { - if (data.status == 'ready') { - tfWorkerRef.current = worker - } else if (data.searchResults) { - resultsProcessor.current(data) - } - }) - } - makeWorker() - }, [resultsProcessor, tfWorkerRef]) - - resultsProcessor.current = (data) => { - if (!('searchResults' in data)) return - const {searchResults, userQuery} = data - - if (queue[queue.length - 1] == userQuery) { - setResults(searchResults) - } - setQueue(updateQueue(userQuery ?? '')) - } - - // Each search query gets added to the queue of searched items - the idea - // is that only the last item is important - all other searches can be ignored. - const search = (userQuery: string) => { - const wordCount = userQuery.split(' ').length - if (wordCount > 2 && tfWorkerRef.current) { - tfWorkerRef.current.postMessage(userQuery) - } else { - baselineSearch(userQuery, onSiteQuestions.current, numResults).then((searchResults) => - resultsProcessor.current({searchResults, userQuery}) - ) - } - setQueue([...queue, userQuery]) - } - - return { - search, - results, - arePendingSearches: queue?.length > 0, - } -} diff --git a/app/routes/index.tsx b/app/routes/index.tsx index 0348b400..be52ab47 100644 --- a/app/routes/index.tsx +++ b/app/routes/index.tsx @@ -98,6 +98,7 @@ const Bottom = ({ export default function App() { const minLogo = useOutletContext() + const [remixSearchParams] = useSearchParams() const {initialQuestionsData} = useLoaderData>() const {data: initialQuestions = [], timestamp} = initialQuestionsData ?? {} @@ -183,6 +184,7 @@ export default function App() { onSiteAnswersRef={onSiteAnswersRef} openQuestionTitles={openQuestionTitles} onSelect={selectQuestion} + initialQuery={remixSearchParams.get('query') || ''} /> {/* Add an extra, draggable div here, so that questions can be moved to the top of the list */} diff --git a/app/routes/questions/search.tsx b/app/routes/questions/search.tsx index f39cdb10..c15cf267 100644 --- a/app/routes/questions/search.tsx +++ b/app/routes/questions/search.tsx @@ -5,15 +5,16 @@ export const loader = async ({request}: LoaderArgs) => { const url = new URL(request.url) const question = url.searchParams.get('question') const onlyLive = url.searchParams.get('onlyLive') == 'true' + const numResults = parseInt(url.searchParams.get('numResults') || '5', 10) if (!question) return [] - const results = await search(question, onlyLive) + const results = await search(question, onlyLive, numResults) return jsonCORS(results) } -export function search(question: string, onlyLive: boolean) { - const url = `${NLP_SEARCH_ENDPOINT}/api/search?query=${question}&top=5&showLive=${ +export function search(question: string, onlyLive: boolean, numResults = 5) { + const url = `${NLP_SEARCH_ENDPOINT}/api/search?query=${question}&top=${numResults}&showLive=${ onlyLive ? 1 : 0 }` return fetch(url).then(async (response) => { diff --git a/package-lock.json b/package-lock.json index 673438e9..a357c405 100644 --- a/package-lock.json +++ b/package-lock.json @@ -18,7 +18,8 @@ "react": "^17.0.2", "react-auto-height": "^1.2.1", "react-dom": "^17.0.2", - "remix": "^1.13.0" + "remix": "^1.13.0", + "stampy-search": "file:stampy-search" }, "devDependencies": { "@cloudflare/workers-types": "^2.2.2", @@ -789,12 +790,12 @@ } }, "node_modules/@babel/plugin-syntax-jsx": { - "version": "7.18.6", - "resolved": "https://registry.npmjs.org/@babel/plugin-syntax-jsx/-/plugin-syntax-jsx-7.18.6.tgz", - "integrity": 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"dev": true + }, "whatwg-url": { "version": "5.0.0", "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz", @@ -25271,6 +27068,12 @@ "is-typed-array": "^1.1.10" } }, + "wildcard": { + "version": "2.0.1", + "resolved": "https://registry.npmjs.org/wildcard/-/wildcard-2.0.1.tgz", + "integrity": "sha512-CC1bOL87PIWSBhDcTrdeLo6eGT7mCFtrg0uIJtqJUFyK+eJnzl8A1niH56uu7KMa5XFrtiV+AQuHO3n7DsHnLQ==", + "dev": true + }, "word-wrap": { "version": "1.2.3", "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.3.tgz", diff --git a/package.json b/package.json index 73e2b049..968e8070 100644 --- a/package.json +++ b/package.json @@ -13,7 +13,8 @@ "react": "^17.0.2", "react-auto-height": "^1.2.1", "react-dom": "^17.0.2", - "remix": "^1.13.0" + "remix": "^1.13.0", + "stampy-search": "file:stampy-search" }, "devDependencies": { "@cloudflare/workers-types": "^2.2.2", @@ -57,7 +58,7 @@ "dev:remix": "cross-env NODE_ENV=development remix watch", "dev:miniflare": "cross-env NODE_ENV=development miniflare ./build/index.js --watch", "start": "npm run generate-icons && cross-env NODE_ENV=development remix build && run-p dev:*", - "dev": "npm start", + "dev": "npm run build --prefix stampy-search && npm start", "prod": "cross-env NODE_ENV=production miniflare ./build/index.js", "tsc": "tsc", "deploy": "npm run build && wrangler publish", diff --git a/public/tfWorker.js b/public/tfWorker.js index b16298f4..030ea29d 100644 --- a/public/tfWorker.js +++ b/public/tfWorker.js @@ -23,7 +23,7 @@ use.load().then(function (model) { // successfully loaded model & downloaded encodings isReady = true // warm up model for faster response later - runSemanticSearch('What is AGI Safety?', 1) + runSemanticSearch({query: 'What is AGI Safety?'}, 1) self.postMessage({status: 'ready', numQs: questions.length}) }) }) @@ -34,21 +34,19 @@ self.onmessage = (e) => { } const maxAttempts = 10 -const runSemanticSearch = (userQuery, attempt = 1) => { - numResults = 5 - - if (!userQuery || attempt >= maxAttempts) { +const runSemanticSearch = ({query, numResults = 5}, attempt = 1) => { + if (!query || attempt >= maxAttempts) { return } if (!isReady) { setTimeout(() => { - runSemanticSearch(userQuery, attempt + 1) + runSemanticSearch(query, attempt + 1) }, 1000) return } - const searchQuery = userQuery.toLowerCase().trim().replace(/\s+/g, ' ') + const searchQuery = query.toLowerCase().trim().replace(/\s+/g, ' ') // encodings is 2D tensor of 512-dims embeddings for each sentence langModel.embed(searchQuery).then((encoding) => { @@ -69,7 +67,7 @@ const runSemanticSearch = (userQuery, attempt = 1) => { .filter(({pageid}) => !seen.has(pageid) && seen.add(pageid)) .slice(0, numResults) - self.postMessage({searchResults, userQuery}) + self.postMessage({searchResults, query}) }) } diff --git a/stampy-search/README.md b/stampy-search/README.md new file mode 100644 index 00000000..c6b8d1f2 --- /dev/null +++ b/stampy-search/README.md @@ -0,0 +1,63 @@ +# Stampy Search + +This is a standalone library for searching Stampy questions and answers. + +## Local Development + +1. [Install Node.js and npm](https://docs.npmjs.com/downloading-and-installing-node-js-and-npm) +2. Install all requirements: `npm install` +3. Change stuff +4. Run tests: `npm test` +5. Make minified version: `npm run build:prod` + +## Example usage + +There is an example HTML page that can be used to see how things can be integrated. It can be started with: + + npm run example + +This can then be accessed at http://127.0.0.1:3123/index.html + +## Configuration + +Configuration is done by calling `stampySeach.setupSearch()`, where `` is an object with the +following optional keys: + +- getAllQuestions - a function that will return a list of questions to be used in the baseline search. The default is an empty array +- onResolveCallback - an optional function that will be called with the query phrase and results once it has completed. This can be used as opposed to `await searcher.searchLive('bla')` +- numResults - the number of results to be returned by default. Initially set to 5 +- server - where to look for stuff. The default is '', i.e. the current server +- searchEndpoint - the endpoint to use for searching for in progress questions +- workerPath - the path to the worker's js file on the server. The default is '/tfWorker.js' + +### CORS + +For the live questions query to work properly, it has to load a web worker. For the unpublished search to work, it needs to query an API endpoint. Both of these require CORS to be setup properly on the server that is to be queried. In the case of the basic Stampy sites, this can be configured via the `ALLOW_ORIGINS` environment setting - set it to the origin of the server that will be fetching stuff (so e.g. 'http://127.0.0.1:3123' for the example server) and everything should Just Work. Maybe. Hopefully... + +## Usage + + import {Searcher, SearchType} from 'stampy-search' + + const searcher = new Searcher({ + getAllQuestions: () => , + onResolveCallback: (query: string, res: SearchResult[] | null) => console.log(query, 'resolved to', res), + numResults: 12, + server: 'http://127.0.0.1:3123', + }) + + // search for live questions + console.log('got', await searcher.searchLive('bla bla bla')) + + // search for live questions with a callback + searcher.searchConfig.onResolveCallback = (query, res) => { + // process the results + } + searcher.liveSearch('bla bla bla') + + // search for unpublished questions + console.log(await searcher.searchUnpublished('bla bla bla')) + + // Generic search function + + console.log(searcher.search(SearchType.LiveOnSite, 'bla bla bla')) + console.log(searcher.search(SearchType.Unpublished, 'bla bla bla')) diff --git a/stampy-search/example/index.html b/stampy-search/example/index.html new file mode 100644 index 00000000..92b5a370 --- /dev/null +++ b/stampy-search/example/index.html @@ -0,0 +1,62 @@ + + + + Test search + + +
+ Search for questions: + + + +
+
    +
+ + + + + diff --git a/stampy-search/example/server.js b/stampy-search/example/server.js new file mode 100644 index 00000000..6d5ffab3 --- /dev/null +++ b/stampy-search/example/server.js @@ -0,0 +1,42 @@ +const http = require('http') +const fs = require('fs') +const path = require('path') + +const server = http.createServer((req, res) => { + let filePath = path.join(__dirname, req.url) + let contentType = getContentType(filePath) || 'text/html' + + fs.readFile(filePath, (err, content) => { + if (err) { + if (err.code === 'ENOENT') { + res.statusCode = 404 + res.end('File not found') + } else { + res.statusCode = 500 + res.end('Internal Server Error') + } + } else { + res.statusCode = 200 + res.setHeader('Content-Type', contentType) + res.end(content) + } + }) +}) + +server.listen(3123, '127.0.0.1', () => { + console.log('Server listening on port 3123') +}) + +function getContentType(filePath) { + let extname = path.extname(filePath) + if (extname === '.html') { + return 'text/html' + } else if (extname === '.css') { + return 'text/css' + } else if (extname === '.js') { + return 'text/javascript' + } else if (extname === '.png') { + return 'image/png' + } + return null +} diff --git a/stampy-search/jest.config.js b/stampy-search/jest.config.js new file mode 100644 index 00000000..8bb37208 --- /dev/null +++ b/stampy-search/jest.config.js @@ -0,0 +1,5 @@ +/** @type {import('ts-jest').JestConfigWithTsJest} */ +module.exports = { + preset: 'ts-jest', + testEnvironment: 'node', +} diff --git a/stampy-search/package-lock.json b/stampy-search/package-lock.json new file mode 100644 index 00000000..a24129ad --- /dev/null +++ b/stampy-search/package-lock.json @@ -0,0 +1,10968 @@ +{ + "name": "stampy-search", + "version": "1.0.0", + "lockfileVersion": 2, + "requires": true, + "packages": { + "": { + "name": "stampy-search", + "version": "1.0.0", + "devDependencies": { + "@babel/preset-react": "^7.0.0", + "@types/jest": "^29.5.3", + "babel-loader": "^8.0.0", + "jest": "^29.6.2", 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file mode 100644 index 00000000..7e0cea10 --- /dev/null +++ b/stampy-search/package.json @@ -0,0 +1,29 @@ +{ + "name": "stampy-search", + "version": "1.0.0", + "main": "dist/index.js", + "types": "dist/index.d.ts", + "scripts": { + "build": "tsc", + "build:prod": "NODE_ENV=production webpack --mode=production", + "eslint": "eslint --ignore-pattern .gitignore \"**/*.ts*\"", + "prettier": "prettier --check --ignore-path .gitignore \"**/*.{ts*,js,css}\"", + "lint": "tsc && npm run prettier && npm run eslint", + "eslint:fix": "eslint --fix --ignore-pattern .gitignore \"**/*.ts*\"", + "prettier:fix": "prettier --write --ignore-path .gitignore \"**/*.{ts*,js,css,md}\"", + "lint:fix": "tsc && npm run prettier:fix && npm run eslint:fix", + "example": "NODE_ENV=production webpack --mode=production && cp dist/stampySearch.min.js example && node example/server.js", + "test": "jest" + }, + "devDependencies": { + "@babel/preset-react": "^7.0.0", + "@types/jest": "^29.4.0", + "babel-loader": "^8.0.0", + "jest": "^29.4.2", + "ts-jest": "^29.0.5", + "ts-loader": "^8.4.0", + "typescript": "^4.9.5", + "webpack": "^5.88.2", + "webpack-cli": "^5.1.4" + } +} diff --git a/stampy-search/src/index.ts b/stampy-search/src/index.ts new file mode 100644 index 00000000..085113f6 --- /dev/null +++ b/stampy-search/src/index.ts @@ -0,0 +1,2 @@ +export type {Question, SearchResult, WorkerMessage, SearchType} from './search' +export {Searcher} from './search' diff --git a/stampy-search/src/search.ts b/stampy-search/src/search.ts new file mode 100644 index 00000000..70f85502 --- /dev/null +++ b/stampy-search/src/search.ts @@ -0,0 +1,237 @@ +export type Question = { + pageid: string + title: string +} +export type SearchResult = Question & { + score: number + model: string + url?: string +} +type Search = { + resolve: (value: null | SearchResult[] | PromiseLike) => void + reject: (reason?: any) => void + query: string +} | null +type SearchConfig = { + numResults?: number + getAllQuestions?: () => Question[] + onResolveCallback?: null | ((query: string | undefined, res: SearchResult[]) => void) + server?: string + searchEndpoint?: string + workerPath?: string +} + +type WorkerResultMessage = { + searchResults: SearchResult[] + query?: string +} +export type WorkerMessage = + | WorkerResultMessage + | { + searchResults: SearchResult[] + query?: string + } +export enum SearchType { + LiveOnSite, + Unpublished, +} + +/** + * Sort function for the highest score on top + */ +const byScore = (a: SearchResult, b: SearchResult) => b.score - a.score + +/** Baseline full-text search matching the query with each question as strings, weighting down: + * short words, + * wh* questions, + * distance, + * partial (prefix) match without full match + * normalized to ignore a/an/the, punctuation, and case + */ +export const baselineSearch = async ( + searchQueryRaw: string, + questions: Question[], + numResults = 5 +): Promise => { + if (!searchQueryRaw) { + return [] + } + + const searchQueryTokens = normalize(searchQueryRaw).split(' ') + const matchers = searchQueryTokens.map((token) => ({ + weight: token.match(/^(?:\w|\w\w|wh.*|how)$/) ? 0.2 : token.length, + fullRe: new RegExp(`\\b${token}\\b`), + prefixRe: new RegExp(`\\b${token}`), + })) + const isDefinitionRe = /^what (?:is|are)/ + const totalWeight = matchers.reduce((acc, {weight}) => acc + weight, 0.1) // extra total to avoid division by 0 + + const scoringFn = (questionNormalized: string) => { + let score = isDefinitionRe.exec(questionNormalized) ? 0.1 : 0 // small boost to "What is x?" questions if there are many search results + let prevPosition = -1 + for (const {weight, fullRe, prefixRe} of matchers) { + const fullMatch = fullRe.exec(questionNormalized) + const prefixMatch = prefixRe.exec(questionNormalized) + const currPosition = fullMatch?.index ?? prefixMatch?.index ?? prevPosition + const distanceMultiplier = + questionNormalized.slice(prevPosition, currPosition).split(' ').length === 2 ? 1 : 0.9 + + if (fullMatch) { + score += weight * distanceMultiplier + } else { + if (prefixMatch) { + score += 0.9 * weight * distanceMultiplier + } else { + score -= 0.2 * weight + } + } + prevPosition = currPosition + } + + return score / totalWeight + } + + return questions + .map(({pageid, title}) => { + const normalized = normalize(title) + return { + pageid, + title, + normalized, + model: 'plaintext', + score: scoringFn(normalized), + } + }) + .sort(byScore) + .slice(0, numResults) + .filter(({score}) => score > 0) +} + +/** + * Ignore unimportant details for similarity comparison + */ +export const normalize = (question: string) => + question + .toLowerCase() + .replace(/[^\w ]|\b(?:an?|the?)\b/g, '') + .replace(/(\w{2})s\b/g, '$1') // cannot use lookbehind (?<=...) because not supported on Safari + .replace(/\s+|_|&\s*/g, ' ') + .trim() + +const defaultSearchConfig = { + getAllQuestions: () => [] as Question[], + onResolveCallback: null, + numResults: 5, + searchEndpoint: '/questions/search', + workerPath: '/tfWorker.js', + server: '', +} as SearchConfig + +export class Searcher { + currentSearch: Search = null + worker: Worker | undefined + searchConfig = defaultSearchConfig + + constructor(config: SearchConfig) { + this.searchConfig = { + ...defaultSearchConfig, + ...config, + } + this.initialiseWorker() + } + + initialiseWorker = async () => { + if (this.worker !== undefined) return + + const workerInstance = await fetch(`${this.searchConfig.server}${this.searchConfig.workerPath}`) + .then((response) => response.text()) + .then((code) => { + const blob = new Blob([code]) + return new Worker(URL.createObjectURL(blob)) + }) + + workerInstance.addEventListener('message', ({data}) => { + if (data.status == 'ready') { + this.worker = workerInstance + } else if (data.searchResults) { + this.resolveSearch(data.query, data.searchResults) + } + }) + } + + resolveSearch = (query?: string, searchResults: SearchResult[] | null = null) => { + if (this.currentSearch && this.currentSearch.query == query) { + this.currentSearch.resolve(searchResults) + this.currentSearch = null + } + if (this.searchConfig.onResolveCallback && searchResults) { + this.searchConfig.onResolveCallback(query, searchResults) + } + } + + rejectSearch = (query?: string, reason?: string) => { + if (this.currentSearch && this.currentSearch.query == query) { + this.currentSearch.reject(reason) + this.currentSearch = null + } + } + + runLiveSearch = (query: string, resultsNum?: number) => { + const questions = this.searchConfig.getAllQuestions ? this.searchConfig.getAllQuestions() : [] + if (query != this.currentSearch?.query) { + return // this search has been superceeded with a newer one, so just give up + } else if (this.worker || questions.length > 0) { + const numResults = resultsNum || this.searchConfig.numResults + const wordCount = query.split(' ').length + + if (wordCount > 2 && this.worker) { + this.worker.postMessage({query, numResults}) + } else { + baselineSearch(query, questions, numResults).then((res) => this.resolveSearch(query, res)) + } + } else { + setTimeout(() => this.runLiveSearch(query, resultsNum), 100) + } + } + + runUnpublishedSearch = (query: string, resultsNum?: number) => { + const numResults = resultsNum || this.searchConfig.numResults + const url = `${this.searchConfig.server}${this.searchConfig.searchEndpoint}` + const params = `?question=${encodeURIComponent(query)}&numResults=${numResults}` + + return fetch(url + params) + .then(async (result) => { + if (result.status == 200) { + this.resolveSearch(query, await result.json()) + } else { + this.rejectSearch(query, await result.text()) + } + }) + .catch((err) => this.rejectSearch(query, err)) + } + + searchLive = (query: string, resultsNum?: number): Promise => { + return this.search(SearchType.LiveOnSite, query, resultsNum) + } + + searchUnpublished = (query: string, resultsNum?: number): Promise => { + return this.search(SearchType.Unpublished, query, resultsNum) + } + + search = ( + type_: SearchType, + query: string, + numResults?: number + ): Promise => { + // Cancel any previous searches + this.resolveSearch(this?.currentSearch?.query) + + const runSearch = + type_ == SearchType.LiveOnSite ? this.runLiveSearch : this.runUnpublishedSearch + + return new Promise((resolve, reject) => { + this.currentSearch = {resolve, reject, query} + runSearch(query, numResults) + }) + } +} diff --git a/stampy-search/src/tests/search.test.ts b/stampy-search/src/tests/search.test.ts new file mode 100644 index 00000000..722d95a1 --- /dev/null +++ b/stampy-search/src/tests/search.test.ts @@ -0,0 +1,88 @@ +import {baselineSearch, normalize} from '../search' + +describe('baselineSearch', () => { + // Mock data for testing + const questions = [ + {pageid: '1', title: 'What time is it?'}, + {pageid: '2', title: 'time to say goodbye'}, + {pageid: '3', title: 'What is the answer to life, the universe and everything?'}, + {pageid: '4', title: 'This is a pen'}, + {pageid: '41', title: 'This is not a pen'}, + {pageid: '42', title: 'This is a red pen'}, + {pageid: '5', title: 'Is a pen something that is common?'}, + {pageid: '6', title: 'I have a pen in my pocket'}, + ] + + it('should return an empty array if searchQueryRaw is empty', async () => { + const searchQueryRaw = '' + const result = await baselineSearch(searchQueryRaw, questions) + expect(result).toEqual([]) + }) + + it('should return the correct number of search results', async () => { + const numResults = 2 + const result = await baselineSearch('What is a pen?', questions, numResults) + expect(result).toHaveLength(numResults) + }) + + it('should prioritize exact matches', async () => { + const result = await baselineSearch('What time is it?', questions) + expect(result[0].title).toEqual('What time is it?') + }) + + it('should give a small boost to "What is" questions', async () => { + const searchQueryRaw = 'time' + const result = await baselineSearch(searchQueryRaw, questions) + expect(result[0].title).toEqual('What time is it?') + }) + + it('should return 5 items by default', async () => { + const searchQueryRaw = 'time' + const repeatedQuestions = [].concat(...Array(10).fill(questions)) + const result = await baselineSearch(searchQueryRaw, repeatedQuestions) + expect(result.length).toEqual(5) + }) + + it('should return numResult items', async () => { + const searchQueryRaw = 'time' + const repeatedQuestions = [].concat(...Array(10).fill(questions)) + const result = await baselineSearch(searchQueryRaw, repeatedQuestions, 12) + expect(result.length).toEqual(12) + }) +}) + +describe('normalize', () => { + it('should convert all characters to lowercase', () => { + expect(normalize('Hello World')).toBe('hello world') + }) + + it('should remove special characters', () => { + const question = 'How do you do, Mr. Smith?' + const result = normalize(question) + expect(result).toBe('how do you do mr smith') + }) + + it('should remove common articles (a, an, the)', () => { + const question = 'What is the meaning of life?' + const result = normalize(question) + expect(result).toBe('what is meaning of life') + }) + + it('should remove plural "s" if preceded by at least two characters', () => { + const question = 'Where are the books and pens?' + const result = normalize(question) + expect(result).toBe('where are book and pen') + }) + + it('should replace multiple spaces, underscores, and ampersands with a single space', () => { + const question = ' This _ is & a test ' + const result = normalize(question) + expect(result).toBe('thi is test') + }) + + it('should trim any leading or trailing spaces', () => { + const question = ' What is your favorite color? ' + const result = normalize(question) + expect(result).toBe('what is your favorite color') + }) +}) diff --git a/stampy-search/tsconfig.json b/stampy-search/tsconfig.json new file mode 100644 index 00000000..d04a8e7c --- /dev/null +++ b/stampy-search/tsconfig.json @@ -0,0 +1,15 @@ +{ + "compilerOptions": { + "module": "esnext", + "target": "es2015", + "declaration": true, + "outDir": "./dist", + "moduleResolution": "node" + }, + "include": [ + "./src/**/*" + ], + "exclude": [ + "**/tests/**" + ] +} diff --git a/stampy-search/webpack.config.js b/stampy-search/webpack.config.js new file mode 100644 index 00000000..5b8f1ae6 --- /dev/null +++ b/stampy-search/webpack.config.js @@ -0,0 +1,24 @@ +const path = require('path') + +module.exports = { + entry: './src/index.ts', + output: { + filename: 'stampySearch.min.js', + path: path.resolve(__dirname, 'dist'), + library: 'stampySearch', + libraryTarget: 'umd', + globalObject: 'this', + }, + resolve: { + extensions: ['.ts', '.js'], + }, + module: { + rules: [ + { + test: /\.ts$/, + use: 'ts-loader', + exclude: /node_modules/, + }, + ], + }, +} diff --git a/wrangler.toml.template b/wrangler.toml.template index 36d29744..15d3ca1e 100644 --- a/wrangler.toml.template +++ b/wrangler.toml.template @@ -20,4 +20,4 @@ CODA_TOKEN = "{CODA_TOKEN}" CODA_INCOMING_TOKEN = "{CODA_INCOMING_TOKEN}" CODA_WRITES_TOKEN = "{CODA_WRITES_TOKEN}" NLP_SEARCH_ENDPOINT = "https://stampy-nlp-t6p37v2uia-uw.a.run.app/" -ALLOW_ORIGINS = "https://chat.aisafety.info" \ No newline at end of file +ALLOW_ORIGINS = "https://chat.aisafety.info"