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search implementation
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12 changed files with 440 additions and 28 deletions
128
src/backend/controllers/search.ts
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128
src/backend/controllers/search.ts
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import Page from '../models/page';
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import Pages from '../controllers/pages';
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type SearchResponse = {
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completions: string[];
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pages: Page[];
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}
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class Search {
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/**
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* Prepare words database
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*/
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public async index() {
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/**
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* Prepare pages content for the search
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* @todo - it should be done in the background
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*/
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const pages = await Pages.getAll();
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const pagesWords = pages.map(page => {
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const pageWords: string[] = [];
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page.body.blocks.forEach((block: any) => {
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let blockContent = '';
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const validBlocks = ['header', 'paragraph'];
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if (!validBlocks.includes(block.type)) {
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return;
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}
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switch (block.type) {
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case 'header':
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blockContent = block.data.text;
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break;
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case 'paragraph':
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blockContent = block.data.text
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break;
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}
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const blockWords: string[] = blockContent
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// @todo get text from inline code elements and remove html tags
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// left only letters and numbers
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.replace(/[^a-z0-9]/gi, ' ')
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// lowercase all words
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.toLowerCase()
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// remove multiple spaces
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.replace(/\s+/g, ' ')
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// split to words by spaces
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.split(' ');
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pageWords.push(...blockWords);
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});
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const uniqueWords = [...new Set(pageWords)].sort();
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return {
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id: page._id,
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words: uniqueWords
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};
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});
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return pagesWords;
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}
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public async query(searchString: string): Promise<SearchResponse> {
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const pages = await Pages.getAll();
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const pagesWords = await this.index();
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/**
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* Search itself
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*/
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const searchWords = searchString.toLowerCase().split(' ');
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const goodPages = pagesWords.map(({ id, words}) => {
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const foundWords = searchWords.filter(
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word => {
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return words.filter(
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testWord => {
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return testWord.indexOf(word) === 0
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}
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).length > 0;
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}
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);
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const successRatio = foundWords.length / searchWords.length * 100;
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return {
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id,
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successRatio
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}
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});
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const foundPages = goodPages
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.filter(({ successRatio }) => successRatio > 50)
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.sort((a, b) => b.successRatio - a.successRatio)
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.slice(0, 10);
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// --------- START test ---------
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const uniqWords = [...new Set(pagesWords.flatMap(page => page.words))].sort();
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uniqWords.forEach(word => {
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console.log(word);
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})
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// --------- END test ---------
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return {
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completions: uniqWords.filter(word => word.indexOf(searchWords.slice(-1)[0]) === 0),
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pages: pages.filter(page => foundPages.some(({ id }) => id === page._id))
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}
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}
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private async search(searchString: string) {
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const pages = await this.query(searchString);
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return pages;
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}
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}
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export default Search;
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