Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Search #231

Open
wants to merge 18 commits into
base: main
Choose a base branch
from
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension


Conversations
Failed to load comments.
Jump to
Jump to file
Failed to load files.
Diff view
Diff view
2 changes: 1 addition & 1 deletion nodemon.json
Original file line number Diff line number Diff line change
Expand Up @@ -8,5 +8,5 @@
"watch": [
"**/*"
],
"ext": "js,twig"
"ext": "ts,js,twig"
}
2 changes: 2 additions & 0 deletions package.json
Original file line number Diff line number Diff line change
Expand Up @@ -47,6 +47,7 @@
"@babel/polyfill": "^7.12.1",
"@babel/preset-env": "^7.16.11",
"@codexteam/misprints": "^1.0.0",
"@codexteam/shortcuts": "^1.2.0",
"@editorjs/checklist": "^1.3.0",
"@editorjs/code": "^2.7.0",
"@editorjs/delimiter": "^1.2.0",
Expand Down Expand Up @@ -83,6 +84,7 @@
"@types/sinon": "^10.0.2",
"@types/twig": "^1.12.6",
"autoprefixer": "^10.4.2",
"axios": "^0.27.2",
"babel": "^6.23.0",
"babel-eslint": "^10.0.1",
"babel-loader": "^8.2.3",
Expand Down
302 changes: 302 additions & 0 deletions src/backend/controllers/search.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,302 @@
import PageData from '../models/page.js';
import Pages from '../controllers/pages.js';
import urlify from '../utils/urlify.js';
import Page from '../models/page.js';

let globalWords: { [key: string]: {[key: string]: number} } = Object.create(null);
let globalPages: PageData[] = [];

class Search {
/**
* Initialize search
*/
public async init() {
if (globalWords && Object.keys(globalWords).length) {
return Promise.resolve();
}

await this.syncDB();
}

/**
* Load all pages from DB and update globalWords
* Use this method when any page was updated
*/
public async syncDB() {
globalWords = Object.create(null);
globalPages = await this.getPages();

/**
* Process all pages
*/
for await (const page of globalPages) {
/**
* Read content blocks from page
*/
for await (const block of page.body.blocks) {
const blockRatio = this.getBlockRatio(block);
const blockContent = this.getCleanTextFromBlock(block);
const blockWords: string[] = this.splitTextToWords(blockContent);

/**
* Process list of words in a block
*/
for await (const word of blockWords) {
if (!globalWords[word]) {
globalWords[word] = Object.create(null);
}

if (page._id) {
if (!globalWords[word][page._id]) {
globalWords[word][page._id] = 0;
}

/**
* Add page id to the list of pages with this word
*/
globalWords[word][page._id] += blockRatio;
}
}
}
}

console.log('Done');
}

/**
* Search for pages by given query
* @param searchString
*/
public async query(searchString: string) {
await this.init();

const searchWords = this.splitTextToWords(searchString);

const goodPages = (await this.getPagesByWords(searchWords))
.slice(0, 10);

const returnPages: {[key: string]: string|number, ratio: number}[] = [];

goodPages.forEach(({ pageId, ratio }) => {
const page = globalPages.filter(page => page._id === pageId).pop();

if (!page) {
return;
}

let section = '';

page.body.blocks.forEach((block: any) => {
let koef = 1;

let blockContent = this.getCleanTextFromBlock(block);

let shortBody = blockContent;

if (block.type === 'header') {
section = blockContent;
}

searchWords.forEach(word => {
if (blockContent.toLowerCase().indexOf(word) !== -1) {
koef *= 10;
}
})

shortBody = this.highlightSubstring(shortBody, searchWords);

if (koef > 0) {
returnPages.push({
...page,
shortBody,
anchor: urlify(section),
section,
ratio: ratio * koef,
})
}
});
});

return {
suggestions: ['description', 'about', 'contact'],
pages: returnPages
.sort((a, b) => b.ratio - a.ratio)
.slice(0, 15)
}
}

/**
*
* @private
*/
private async getPages(): Promise<Page[]> {
return await Pages.getAll();
}

/**
* Return list of pages with a given words
* @param words
* @private
*/
private async getPagesByWords(words: string[]) {
const pagesList: {[key: string]: number} = {};

/**
* Get list of words starting with a words from the search query
*/
const validWords = Object.keys(globalWords)
.filter(word => {
return !!words.filter(searchWord => word.indexOf(searchWord) !== -1).length
});

/**
* For each word get list of pages with this word
*/
validWords.forEach(word => {
Object.keys(globalWords[word])
.forEach(pageId => {
if (!pagesList[pageId]) {
pagesList[pageId] = 0;
}

pagesList[pageId] += globalWords[word][pageId]
})
})

/**
* Sort pages by frequency of given words
*/
const sortedPagesList = Object.keys(pagesList)
.map(pageId => {
return {
pageId,
ratio: pagesList[pageId]
}
})
.sort((a, b) => b.ratio - a.ratio);

return sortedPagesList;
}

/**
* Get block's ratio. It is used to calculate the weight of the words in the block
* @param block
* @private
*/
private getBlockRatio(block: any) {
switch (block.type) {
case 'header':
if (block.data.level === 1) {
return 16;
} else {
return 2;
}

case 'paragraph':
return 1.1;

case 'list':
return 1;

default:
return 0;
}
}

/**
* Return clear text content from block without HTML tags and special characters
* @param block
* @private
*/
private getCleanTextFromBlock(block: any): string {
let blockContent = '';

switch (block.type) {
case 'header':
blockContent = block.data.text;
break;

case 'paragraph':
blockContent = block.data.text
break;

case 'list':
blockContent = block.data.items.join(' ');
break;

default:
return blockContent;
}

blockContent = this.removeHTMLTags(blockContent);
blockContent = this.removeHTMLSpecialCharacters(blockContent);

return blockContent;
}

/**
* Remove HTML tags from string. Only content inside tags will be left
* @param text
* @private
*/
private removeHTMLTags(text: string) {
return text.replace(/<[^>]*>?/gm, '');
}

/**
* Remove special characters from text. For example: &nbsp; &amp; &quot; &lt; &gt;
* @param text
* @private
*/
private removeHTMLSpecialCharacters(text: string) {
return text.replace(/&[^;]*;?/gm, '');
}

/**
* Split text to words
* @param text
* @private
*/
private splitTextToWords(text: string): string[] {
return text
// lowercase all words
.toLowerCase()

// remove punctuation
.replace(/[.,;:]/gi, '')

// left only letters (+cyrillic) and numbers
.replace(/[^a-zа-я0-9]/gi, ' ')

// remove multiple spaces
.replace(/\s+/g, ' ')

// remove spaces at the beginning and at the end
.trim()

// split to words by spaces
.split(' ')

// ignore words shorter than 3 chars
.filter(word => word.length >= 3);
}

/**
* Highlight substring in string with a span wrapper
*/
private highlightSubstring(text: string, words: string|string[]) {
if (typeof words === 'string') {
words = [words];
}

const wordRegExp = new RegExp(words.join('|'), "ig");
const CLASS_STYLE = 'search-word';

return text.replace(wordRegExp, `<span class="${CLASS_STYLE}">$&</span>`);
}
}

/**
* Export initialized instance
*/
export default new Search();
3 changes: 3 additions & 0 deletions src/backend/routes/api/index.ts
Original file line number Diff line number Diff line change
@@ -1,12 +1,15 @@
import express from 'express';

import pagesAPI from './pages.js';
import transportAPI from './transport.js';
import linksAPI from './links.js';
import searchAPI from './search.js';

const router = express.Router();

router.use('/', pagesAPI);
router.use('/', transportAPI);
router.use('/', linksAPI);
router.use('/', searchAPI);

export default router;
11 changes: 11 additions & 0 deletions src/backend/routes/api/pages.ts
Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,7 @@ import express, { Request, Response } from 'express';
import multerFunc from 'multer';
import Pages from '../../controllers/pages.js';
import PagesOrder from '../../controllers/pagesOrder.js';
import Search from '../../controllers/search.js';

const router = express.Router();
const multer = multerFunc();
Expand Down Expand Up @@ -70,6 +71,9 @@ router.put('/page', multer.none(), async (req: Request, res: Response) => {
/** push to the orders array */
await PagesOrder.push(parent, page._id);

/** Update search index */
await Search.syncDB();

res.json({
success: true,
result: page,
Expand Down Expand Up @@ -127,6 +131,10 @@ router.post('/page/:id', multer.none(), async (req: Request, res: Response) => {
parent,
uri,
});

/** Update search index */
await Search.syncDB();

res.json({
success: true,
result: page,
Expand Down Expand Up @@ -206,6 +214,9 @@ router.delete('/page/:id', async (req: Request, res: Response) => {
parentPageOrder.remove(req.params.id);
await parentPageOrder.save();

/** Update search index */
await Search.syncDB();

res.json({
success: true,
result: pageToRedirect,
Expand Down