├── .gitignore ├── LICENSE ├── README.md ├── bin └── scrapyteer.js ├── package.json ├── src ├── enter.ts ├── flattenNext.ts ├── index.ts ├── isIterable.ts ├── iteratorToArray.ts ├── log.ts ├── open.ts ├── pipe.ts ├── press.ts ├── property.ts ├── query.ts ├── save.ts ├── saveOutput.ts ├── scrape.ts ├── select.ts ├── type.ts ├── url.ts └── wait.ts ├── test ├── amazon.config.js ├── amazon2.config.js ├── examples.test.js ├── pipe.test.js └── results │ ├── example1.json │ ├── example1_2.json │ ├── example2.jsonl │ ├── example3.jsonl │ ├── example4.jsonl │ └── example5.jsonl ├── tsconfig.json └── yarn.lock /.gitignore: -------------------------------------------------------------------------------- 1 | /node_modules 2 | /dist -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2021-present, Max Miroshnikov 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Scrapyteer 2 | 3 | Scrapyteer is a Node.js **web scraping** framework/tool/library built on top of the headless Chrome browser Puppeteer. 4 | It allows you to scrape both plain html pages and javascript generated content including SPAs (Single-Page Application) of any kind. 5 | Scrapyteer offers a small set of functions that forms an easy and concise DSL (Domain Specific Language) for web scraping and allows to define a **crawling workflow** and a **shape of output data**. 6 | 7 | - [Examples](#examples) 8 | - [Installation](#installation) 9 | - [Configuration options](#configuration-options) 10 | - [API](#api) 11 | 12 | ## Examples 13 | Scrapyteer uses a configuration file (`scrapyteer.config.js` by default). 14 | Here are some examples: 15 | 16 | ### Simple example 17 | Search books on [amazon.com](https://www.amazon.com) and get titles and ISBNs of books on the first page of the results. 18 | 19 | ```js 20 | const { pipe, open, select, enter, $$, $, text } = require('scrapyteer'); 21 | 22 | module.exports = { 23 | root: 'https://www.amazon.com', 24 | parse: pipe( 25 | open(), // open amazon.com 26 | select('#searchDropdownBox', 'search-alias=stripbooks-intl-ship'), // select 'Books' in dropdown 27 | enter('#twotabsearchtextbox', 'Web scraping'), // enter search phrase 'Web scraping' 28 | $$('.a-section h2'), // for every H2 on page 29 | { 30 | name: text, // name = inner text of H2 element 31 | ISBN: pipe( // go to link and grab ISBN from there if present 32 | $('a'), 33 | open(), // open 'href' attribute of passed A element 34 | $('#rpi-attribute-book_details-isbn13 .rpi-attribute-value span'), 35 | text // grab inner text of a previously selected element 36 | ) 37 | } 38 | ) 39 | } 40 | /* 41 | output.json 42 | 43 | [ 44 | { 45 | "name": "Web Scraping with Python: Collecting More Data from the Modern Web ", 46 | "ISBN": "978-1491985571" 47 | }, 48 | ... 49 | ] 50 | */ 51 | ``` 52 | 53 | ### More elaborate example 54 | Search books on [amazon.com](https://www.amazon.com), get a number of attributes in `JSON lines` file and download the cover image of each book to a local directory. 55 | ```js 56 | const { pipe, open, select, enter, $$, $, text } = require('scrapyteer'); 57 | 58 | module.exports = { 59 | root: 'https://www.amazon.com', 60 | save: 'books.jsonl', // saves as jsonl 61 | parse: pipe( 62 | open(), // open amazon.com 63 | select('#searchDropdownBox', 'search-alias=stripbooks-intl-ship'), // select 'Books' in dropdown 64 | enter('#twotabsearchtextbox', 'Web scraping'), // enter search phrase 65 | $$('.a-section h2 > a'), // for every H2 link on page 66 | open(), // open 'href' attribute of passed A element 67 | { 68 | // on book's page grab all the necessary values 69 | name: $('#productTitle'), 70 | ISBN: $('#rpi-attribute-book_details-isbn13 .rpi-attribute-value span'), 71 | stars: pipe($('#acrPopover > span > a > span'), text, parseFloat), // number of stars as float 72 | ratings: pipe($('#acrCustomerReviewLink > span'), text, parseInt), // convert inner text that looks like 'NNN ratings' into an integer 73 | cover: pipe( // save cover image as a file and set cover = file name 74 | $(['#imageBlockContainer img', '#ebooks-main-image-container img']), // try several selectors 75 | save({dir: 'cover-images'}) 76 | ) 77 | } 78 | ) 79 | } 80 | /* 81 | books.jsonl 82 | 83 | {"name":"Web Scraping with Python: Collecting More Data from the Modern Web","ISBN":"978-1491985571","stars":4.6,"ratings":201,"cover":"sitb-sticker-v3-small._CB485933792_.png"} 84 | {"name":"Web Scraping Basics for Recruiters: Learn How to Extract and Scrape Data from the Web","ISBN":null,"stars":4.9,"ratings":15,"cover":"41esb-CVhsL.jpg"} 85 | ... 86 | */ 87 | ``` 88 | 89 | ## Installation 90 | ### Locally 91 | ```sh 92 | npm i -D scrapyteer 93 | npm exec -- scrapyteer --config myconf.js. # OR npx scrapyteer --config myconf.js 94 | ``` 95 | ### Locally as dependency 96 | ```sh 97 | npm init 98 | npm i -D scrapyteer 99 | ``` 100 | in `package.json`: 101 | ```json 102 | "scripts": { 103 | "scrape": "scrapyteer --config myconf.js" 104 | } 105 | ``` 106 | ```sh 107 | npm run scrape 108 | ``` 109 | 110 | ### Globally 111 | ```sh 112 | npm install -g scrapyteer 113 | scrapyteer --config myconf.js 114 | ``` 115 | Make sure `$NODE_PATH` points to where global packages are located. 116 | If it doesn't, you may need to set it e.g. `export NODE_PATH=/path/to/global/node_modules` 117 | 118 | 119 | ## Configuration options 120 | 121 | ### save 122 | A file name or `console` object, by default `output.json` in the current directory. 123 | `*.json` and `*.jsonl` are currently supported. 124 | If format is `json` the data is first collected in memory and then dumped to the file in one go, in `jsonl` data is written line by line (good for large datasets). 125 | 126 | ### root 127 | The root URL to scrape 128 | 129 | ### parse 130 | The parsing workflow: a `pipe` function, an object or an array 131 | 132 | ### log 133 | `log: true` turns on log output for debugging 134 | 135 | ### noRevisit 136 | Set `true` to not revisit already visited pages 137 | 138 | ### options 139 | ```typescript 140 | options: { 141 | browser: { 142 | headless: false 143 | } 144 | } 145 | ``` 146 | 147 | 148 | ## API 149 | 150 | ### pipe 151 | ```typescript 152 | pipe(...args: any[]) 153 | ``` 154 | Receives a set of functions and invoke them from left to right supplying the return value of the previous as input for the next. If an argument is not a function, it is converted to one (by `indentity`). 155 | For objects and arrays _all of their items/properties are also parsed_. 156 | If the return value is an `array`, _the rest of the function chain will be invoked for all of its items_. 157 | 158 | ### open 159 | Opens a given or root url 160 | ```typescript 161 | open(url: string|null = null) 162 | ``` 163 | 164 | ### $ / $$ 165 | ```typescript 166 | $(selector: string|string[]) => Element|null 167 | $$(selector: string|string[]) => Element[] 168 | ``` 169 | Calls `querySelector` / `querySelectorAll` on page/element. 170 | If an array of selectors is passed, uses the first one that exists. It is useful if data may be in various places of the DOM. 171 | 172 | ### attr 173 | Returns an element's property value 174 | ```typescript 175 | attr(name: string) 176 | ``` 177 | 178 | ### text 179 | Returns a text content of an element 180 | 181 | ### save 182 | ```typescript 183 | save({dir='files'}: {dir: string, saveAs?: (name: string, ext: string) => string}) 184 | ``` 185 | Saves a link to a file and returns the file name. 186 | `saveAs` allows to modify a saved file name or extension. 187 | 188 | ### type 189 | Types text into an input 190 | ```typescript 191 | type(inputSelector: string, text: string, delay = 0) 192 | ``` 193 | 194 | ### select 195 | Selects one or more values in a select 196 | ```typescript 197 | select(selectSelector: string, ...values: string[]) 198 | ``` 199 | 200 | ### enter 201 | Types text into an input and presses enter 202 | ```typescript 203 | enter(inputSelector: string, text: string, delay = 0) 204 | ``` 205 | -------------------------------------------------------------------------------- /bin/scrapyteer.js: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env node 2 | 3 | const path = require('path') 4 | const fs = require('fs') 5 | const { scrape } = require('../dist/index.js'); 6 | const { program } = require('commander') 7 | 8 | program 9 | .option('-c, --config ', 'configuration file', 'scrapyteer.config.js') 10 | program.parse(process.argv) 11 | const options = program.opts() 12 | 13 | const confPath = path.resolve('./', options.config) 14 | if (!fs.existsSync(confPath)) { 15 | console.error(`ERROR: configuration file '${confPath}' not found\nRun 'scrapyteer --help' for usage info.`) 16 | process.exit(1) 17 | } 18 | 19 | const config = require(confPath) 20 | if (!config.save || typeof config.save === 'string') { 21 | config.save = path.resolve('./', config.save || 'output.json') 22 | } 23 | scrape(config) 24 | 25 | -------------------------------------------------------------------------------- /package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "scrapyteer", 3 | "version": "1.4.0", 4 | "description": "Web scraping/crawling framework built on top of headless Chrome", 5 | "main": "dist/index.js", 6 | "scripts": { 7 | "build": "tsc", 8 | "watch": "tsc --watch", 9 | "test": "tsc && jest test" 10 | }, 11 | "author": "Max Miroshnikov ", 12 | "license": "MIT", 13 | "repository": { 14 | "type": "git", 15 | "url": "git+https://github.com/miroshnikov/scrapyteer.git" 16 | }, 17 | "homepage": "https://github.com/miroshnikov/scrapyteer#readme", 18 | "devDependencies": { 19 | "@types/ramda": "^0.29.11", 20 | "jest": "^29.7.0", 21 | "typescript": "^5.3.3" 22 | }, 23 | "dependencies": { 24 | "commander": "^12.0.0", 25 | "puppeteer": "^22.3.0", 26 | "ramda": "^0.29.1" 27 | }, 28 | "keywords": [ 29 | "scrape", 30 | "scraping", 31 | "scraper", 32 | "web-scraper", 33 | "scraping-framework", 34 | "node-scraper", 35 | "scrapy", 36 | "crawl", 37 | "crawling", 38 | "crawler", 39 | "web-crawler", 40 | "crawling-framework", 41 | "spider", 42 | "puppeteer" 43 | ], 44 | "bugs": { 45 | "url": "https://github.com/miroshnikov/scrapyteer/issues" 46 | }, 47 | "files": [ 48 | "dist/", 49 | "bin/" 50 | ], 51 | "bin": { 52 | "scrapyteer": "bin/scrapyteer.js" 53 | }, 54 | "jest": { 55 | "testTimeout": 60000 56 | } 57 | } 58 | -------------------------------------------------------------------------------- /src/enter.ts: -------------------------------------------------------------------------------- 1 | import { Page } from 'puppeteer' 2 | import { type } from './type' 3 | import { press } from './press' 4 | 5 | 6 | export function enter(selector: string, text: string, delay = 0): (page: Page) => Promise { 7 | return async (page: Page) => { 8 | await type(selector, text, delay)(page) 9 | await press(selector, 'Enter')(page) 10 | return page 11 | } 12 | } 13 | -------------------------------------------------------------------------------- /src/flattenNext.ts: -------------------------------------------------------------------------------- 1 | import { isIterable } from './isIterable' 2 | 3 | export function flattenNext(depth = 1) { 4 | return (...args: any[]): (f:Function) => Promise => 5 | async (f: Function) => recurseIterable(await f(...args), depth+1) 6 | } 7 | 8 | async function* recurseIterable(iterable, depth: number) { 9 | if (isIterable(iterable) && depth) { 10 | for await (const item of iterable) { 11 | yield* recurseIterable(item, depth-1) 12 | } 13 | } else { 14 | yield iterable 15 | } 16 | } 17 | -------------------------------------------------------------------------------- /src/index.ts: -------------------------------------------------------------------------------- 1 | import R from 'ramda' 2 | import { Browser } from 'puppeteer' 3 | 4 | 5 | 6 | declare global { 7 | namespace NodeJS { 8 | interface Global { 9 | scrapyteer: { 10 | rootURL: string 11 | browser: Browser, 12 | log: boolean, 13 | visited: Set 14 | } 15 | } 16 | } 17 | } 18 | 19 | 20 | export { pipe } from './pipe' 21 | export { open } from './open' 22 | export { $, $$ } from './query' 23 | export { attr, text } from './property' 24 | export { save } from './save' 25 | export { select } from './select' 26 | export { type } from './type' 27 | export { press } from './press' 28 | export { enter } from './enter' 29 | export { url } from './url' 30 | export { wait } from './wait' 31 | export { flattenNext } from './flattenNext' 32 | export { iteratorToArray } from './iteratorToArray' 33 | export { scrape } from './scrape' 34 | 35 | 36 | export function tap(f: (...args: any[]) => void|Promise): (...args: any[]) => Promise { 37 | return async (...args: any[]) => { 38 | await f(...args) 39 | return R.head(args) 40 | } 41 | } 42 | 43 | 44 | export function dump(s = '') { 45 | return tap((...args) => s ? console.log(s, ...args) : console.log(...args)) 46 | } -------------------------------------------------------------------------------- /src/isIterable.ts: -------------------------------------------------------------------------------- 1 | export function isIterable(obj: any): boolean { 2 | if (!obj || typeof obj !== 'object') { 3 | return false 4 | } 5 | return typeof obj[Symbol.iterator] === 'function' || typeof obj[Symbol.asyncIterator] === 'function' 6 | } 7 | -------------------------------------------------------------------------------- /src/iteratorToArray.ts: -------------------------------------------------------------------------------- 1 | import { isIterable } from './isIterable' 2 | import { text } from './property' 3 | 4 | 5 | 6 | export async function iteratorToArray(iterable): Promise { 7 | if (isIterable(iterable)) { 8 | const arr = [] 9 | for await (const item of iterable) { 10 | if (item) { 11 | arr.push(await stringify(await iteratorToArray(item))) 12 | } 13 | } 14 | return arr 15 | } 16 | return stringify(iterable) 17 | } 18 | 19 | async function stringify(v: any): Promise { 20 | if (v && typeof v === 'object' && typeof v['getProperty'] === 'function') { //ElementHandle 21 | return await text(v) 22 | } 23 | return v 24 | } 25 | -------------------------------------------------------------------------------- /src/log.ts: -------------------------------------------------------------------------------- 1 | export function log(...args: any[]) { 2 | if (global.scrapyteer.log) { 3 | console.log(...args) 4 | } 5 | } 6 | -------------------------------------------------------------------------------- /src/open.ts: -------------------------------------------------------------------------------- 1 | import { ElementHandle, Page, WaitForOptions } from 'puppeteer' 2 | import { isIterable } from './isIterable' 3 | import { attr, text } from './property' 4 | import { log } from './log' 5 | 6 | 7 | 8 | export function open(options: WaitForOptions & { referer?: string } = {}): (link: string|ElementHandle) => Promise<(f: (page: Page) => any) => any> { 9 | return async (link: string|ElementHandle = '/'): Promise<(f: (page: Page) => any) => any> => { 10 | const page = await global.scrapyteer.browser.newPage() as Page 11 | page.setDefaultNavigationTimeout(0) 12 | let url = '' 13 | if (typeof link === 'string') { 14 | url = link 15 | } else { 16 | const tag = (await attr('tagName', link)).toString().toUpperCase() 17 | url = tag == 'A' ? await attr('href', link) : await text(link) 18 | } 19 | url = composeURL(url) 20 | if (global.scrapyteer.visited) { 21 | if (global.scrapyteer.visited.has(url)) { 22 | return null 23 | } 24 | global.scrapyteer.visited.add(url) 25 | } 26 | return async f => { 27 | log('Opening', url, '...') 28 | const resp = await page.goto(url, options) 29 | log(resp.ok() ? 'successful' : 'failed', 'with status', resp.status()) 30 | const res = await f(page) 31 | if (isIterable(res)) { 32 | const it = typeof res[Symbol.asyncIterator] === 'function' ? res[Symbol.asyncIterator]() : res[Symbol.iterator]() 33 | return { 34 | next: async () => { 35 | const {done, value} = await it.next() 36 | if (done) { 37 | log('Close', url) 38 | await page.close() 39 | } 40 | return {done, value} 41 | }, 42 | [Symbol.asyncIterator]: function() { return this } 43 | } 44 | } else { 45 | log('Close', url) 46 | await page.close() 47 | } 48 | return res 49 | } 50 | } 51 | } 52 | 53 | export function composeURL(url: string): string { 54 | return url.startsWith('http') ? url : global.scrapyteer.rootURL + url 55 | } 56 | -------------------------------------------------------------------------------- /src/pipe.ts: -------------------------------------------------------------------------------- 1 | import R from 'ramda' 2 | import { isIterable } from './isIterable' 3 | import { iteratorToArray } from './iteratorToArray' 4 | 5 | 6 | 7 | export function pipe(...funcs: any[]): (...args: any[]) => Promise|any { 8 | if (!funcs.length) { 9 | return (...args: any[]) => R.head(args) 10 | } 11 | const f = R.head(funcs) 12 | return async (...args: any[]) => { 13 | const arg = R.head(args) 14 | 15 | if (args.length == 1 && R.isNil(arg)) { 16 | return null 17 | } 18 | 19 | if (isIterable(arg)) { 20 | return applyIterable(arg, funcs) 21 | } 22 | 23 | if (typeof arg === 'function') { 24 | return await arg(pipe(...funcs)) 25 | } 26 | 27 | if (typeof f === 'function') { 28 | return await pipe(...R.tail(funcs))(await f(...args)) 29 | } 30 | if (R.type(f) === 'Object') { 31 | return await pipe(...R.tail(funcs))(await parseObject(f, ...args)) 32 | } 33 | if (R.type(f) === 'Array') { 34 | return await pipe(...R.tail(funcs))(await parseArray(f, ...args)) 35 | } 36 | return f 37 | } 38 | } 39 | 40 | async function parseObject(object: Record, ...args: any[]): Promise> { 41 | const res = {} 42 | for (const prop in object) { 43 | res[prop] = await iteratorToArray( await pipe(object[prop])(...args) ) 44 | } 45 | return res 46 | } 47 | 48 | async function parseArray(array: any[], ...args: any[]) { 49 | const res = [] 50 | for (let i=0; i Promise { 5 | return async (page: Page) => { 6 | const el = await page.$(selector) 7 | if (el) { 8 | await Promise.all([ 9 | page.waitForNavigation(), 10 | el.press(key, {delay}) 11 | ]) 12 | } 13 | return page 14 | } 15 | } 16 | -------------------------------------------------------------------------------- /src/property.ts: -------------------------------------------------------------------------------- 1 | import R from 'ramda' 2 | import { ElementHandle } from 'puppeteer' 3 | 4 | 5 | export const attr = R.curry( 6 | async (name: string, element: ElementHandle): Promise => await (await element.getProperty(name)).jsonValue() 7 | ) 8 | 9 | export const text = async (element: ElementHandle): Promise => await (await element.getProperty('textContent')).jsonValue() as string -------------------------------------------------------------------------------- /src/query.ts: -------------------------------------------------------------------------------- 1 | import R from 'ramda' 2 | import { ElementHandle, Page } from 'puppeteer' 3 | import { log } from './log' 4 | 5 | 6 | 7 | export const $ = R.curry( 8 | async (selectors: string|string[], page: Page|ElementHandle): Promise => { 9 | if (!Array.isArray(selectors)) { 10 | selectors = [selectors] 11 | } 12 | for (const selector of selectors) { 13 | const found = await page.$(selector) 14 | log("$("+selector+")", '→', found ? 'found' : 'not found') 15 | if (found) { 16 | return found 17 | } 18 | } 19 | return null 20 | } 21 | ) 22 | 23 | export const $$ = R.curry( 24 | async (selectors: string|string[], page: Page|ElementHandle): Promise => { 25 | if (!Array.isArray(selectors)) { 26 | selectors = [selectors] 27 | } 28 | for (const selector of selectors) { 29 | const found = await page.$$(selector) 30 | log("$$("+selector+")", '→', found ? found.length : 0) 31 | if (found.length) { 32 | return found 33 | } 34 | } 35 | return [] 36 | } 37 | ) 38 | -------------------------------------------------------------------------------- /src/save.ts: -------------------------------------------------------------------------------- 1 | import path from 'path' 2 | import fs from 'fs' 3 | import { ElementHandle } from 'puppeteer' 4 | import { composeURL } from './open' 5 | import { attr } from './property' 6 | import { log } from './log' 7 | 8 | 9 | 10 | interface SaveOptions { 11 | dir?: string 12 | saveAs?: (fname: string, ext: string) => string 13 | } 14 | 15 | export function save({dir = 'files', saveAs = (nm,ext) => nm+ext}: SaveOptions = {}): (link: string|ElementHandle) => Promise { 16 | return async (link: string|ElementHandle): Promise => { 17 | return new Promise(async resolve => { 18 | const page = await global.scrapyteer.browser.newPage() 19 | const url = composeURL(await getLink(link)) 20 | page.on('response', async response => { 21 | const fname = saveAs(path.basename(response.url(), path.extname(response.url())), path.extname(response.url())) 22 | const fpath = path.resolve('./', dir, fname) 23 | fs.mkdirSync(path.dirname(fpath), { recursive: true }) 24 | fs.writeFileSync(fpath, await response.buffer(), { flag: 'w' }) 25 | log('save', url, '→', fpath) 26 | await page.close() 27 | resolve(fname) 28 | }) 29 | await page.goto(url) 30 | }) 31 | } 32 | } 33 | 34 | async function getLink(link: string|ElementHandle): Promise { 35 | if (typeof link === 'string') { 36 | return link 37 | } 38 | if (isElement(link)) { 39 | switch ((await attr('tagName', link)).toString().toUpperCase()) { 40 | case 'IMG': return await attr('src', link) 41 | case 'A': return await attr('href', link) 42 | } 43 | } 44 | return ''+link 45 | } 46 | 47 | function isElement(el: string|ElementHandle): el is ElementHandle { 48 | return (el as ElementHandle).getProperty !== undefined 49 | } 50 | -------------------------------------------------------------------------------- /src/saveOutput.ts: -------------------------------------------------------------------------------- 1 | import fs from 'fs' 2 | import path from 'path' 3 | import { isIterable } from './isIterable' 4 | import { iteratorToArray } from './iteratorToArray' 5 | 6 | 7 | 8 | interface WriteStream { 9 | write(...args: any[]): void, 10 | close(): void 11 | } 12 | 13 | export enum OutputFormat 14 | { 15 | JSON = '.json', 16 | JSONL = '.jsonl', 17 | CSV = '.csv' 18 | } 19 | 20 | export async function saveOutput(stream: WriteStream, fmt: OutputFormat, input: any) { 21 | if (fmt == OutputFormat.JSON) { 22 | stream.write(JSON.stringify(await iteratorToArray(input))) 23 | } else if (fmt == OutputFormat.JSONL) { 24 | if (!isIterable(input)) { 25 | throw new Error('Cannot save object that is not iterable as JSONL') 26 | } 27 | for await (const item of input) { 28 | if (item) { 29 | stream.write(JSON.stringify(await iteratorToArray(item)) + '\n') 30 | } 31 | } 32 | } 33 | stream.close() 34 | } 35 | 36 | export function createWriteStream(fname?: string|Console): WriteStream { 37 | if (typeof fname?.['log'] === 'function') { 38 | return { write: (...args) => console.log(...args), close: () => {} } 39 | } 40 | const ext = getOutputFormat(fname) 41 | if (!Object.values(OutputFormat).includes(ext)) { 42 | throw new Error(`Invalid output file type '${ext}'`) 43 | } 44 | return fs.createWriteStream(path.resolve(__dirname, fname as string || 'output.json'), { flags: 'w' }) 45 | } 46 | 47 | export function getOutputFormat(output?: string|Console): OutputFormat { 48 | return typeof output == 'string' ? path.extname(output as string).toLowerCase() as OutputFormat : OutputFormat.JSON 49 | } 50 | -------------------------------------------------------------------------------- /src/scrape.ts: -------------------------------------------------------------------------------- 1 | import { LaunchOptions, BrowserLaunchArgumentOptions, BrowserConnectOptions, launch } from 'puppeteer' 2 | import { saveOutput, createWriteStream, getOutputFormat } from './saveOutput' 3 | import { pipe } from './pipe' 4 | 5 | 6 | 7 | export interface Config 8 | { 9 | root?: string 10 | save?: string|Console 11 | parse: any 12 | log?: boolean 13 | noRevisit?: boolean 14 | options: { 15 | browser: LaunchOptions & BrowserLaunchArgumentOptions & BrowserConnectOptions 16 | } 17 | } 18 | 19 | 20 | export async function scrape(config: Config) { 21 | const browser = await launch({ headless: true, ...config.options?.browser }) 22 | global.scrapyteer = { 23 | rootURL: config.root, 24 | browser, 25 | log: config.log || false, 26 | visited: config.noRevisit ? new Set() : null 27 | } 28 | await saveOutput( 29 | createWriteStream(config.save), 30 | getOutputFormat(config.save), 31 | await pipe(config.parse)() 32 | ) 33 | 34 | await browser.close() 35 | } -------------------------------------------------------------------------------- /src/select.ts: -------------------------------------------------------------------------------- 1 | import { Page } from 'puppeteer' 2 | 3 | 4 | export function select(selector: string, ...values: string[]): (page: Page) => Promise { 5 | return async (page: Page) => { 6 | const el = await page.$(selector) 7 | if (el) { 8 | await el.select(...values) 9 | } 10 | return page 11 | } 12 | } 13 | -------------------------------------------------------------------------------- /src/type.ts: -------------------------------------------------------------------------------- 1 | import { Page } from 'puppeteer' 2 | 3 | 4 | export function type(selector: string, text: string, delay = 0): (page: Page) => Promise { 5 | return async (page: Page) => { 6 | const el = await page.$(selector) 7 | if (el) { 8 | await el.type(text, {delay}) 9 | } 10 | return page 11 | } 12 | } 13 | -------------------------------------------------------------------------------- /src/url.ts: -------------------------------------------------------------------------------- 1 | import { Page } from 'puppeteer' 2 | 3 | 4 | export function url(page: Page): string { 5 | return page.url() 6 | } 7 | -------------------------------------------------------------------------------- /src/wait.ts: -------------------------------------------------------------------------------- 1 | import { Page } from 'puppeteer' 2 | 3 | 4 | export function wait(timeout: 100): (page: Page) => Promise { 5 | return async (page: Page) => { 6 | await new Promise(r => setTimeout(r, timeout)) 7 | return page 8 | } 9 | } 10 | -------------------------------------------------------------------------------- /test/amazon.config.js: -------------------------------------------------------------------------------- 1 | // const { pipe, open, select, enter, $$, $, text } = require('scrapyteer'); 2 | const { pipe, open, select, enter, $$, $, text } = require('../dist/index.js'); 3 | 4 | module.exports = { 5 | root: 'https://www.amazon.com', 6 | parse: pipe( 7 | open(), // open amazon.com 8 | select('#searchDropdownBox', 'search-alias=stripbooks-intl-ship'), // select 'Books' in dropdown 9 | enter('#twotabsearchtextbox', 'Web scraping'), // enter search phrase 10 | $$('.a-section h2'), // for every H2 on page 11 | { 12 | name: text, // name = inner text of H2 element 13 | ISBN: pipe( // go to link and grab ISBN from there if present 14 | $('a'), 15 | open(), // open 'href' attribute of passed A element 16 | $('#rpi-attribute-book_details-isbn13 .rpi-attribute-value span'), 17 | text // grab inner text of a previously selected element 18 | ) 19 | } 20 | ) 21 | } 22 | /* 23 | output.json 24 | [ 25 | { 26 | "name": "Web Scraping with Python: Collecting More Data from the Modern Web ", 27 | "ISBN": "978-1491985571" 28 | }, 29 | ... 30 | ] 31 | */ -------------------------------------------------------------------------------- /test/amazon2.config.js: -------------------------------------------------------------------------------- 1 | // const { pipe, open, select, enter, $$, $, text } = require('scrapyteer'); 2 | const { pipe, open, select, enter, $$, $, text, save } = require('../dist/index.js'); 3 | 4 | module.exports = { 5 | root: 'https://www.amazon.com', 6 | save: 'books.jsonl', // saves as jsonl 7 | parse: pipe( 8 | open(), // open amazon.com 9 | select('#searchDropdownBox', 'search-alias=stripbooks-intl-ship'), // select 'Books' in dropdown 10 | enter('#twotabsearchtextbox', 'Web scraping'), // enter search phrase 11 | $$('.a-section h2 > a'), // for every H2 link on page 12 | open(), // open 'href' attribute of passed A element 13 | { 14 | // on book's page grab all the necessary values 15 | name: $('#productTitle'), 16 | ISBN: $('#rpi-attribute-book_details-isbn13 .rpi-attribute-value span'), 17 | stars: pipe($('#acrPopover > span > a > span'), text, parseFloat), // number of stars as float 18 | ratings: pipe($('#acrCustomerReviewLink > span'), text, parseInt), // convert inner text that looks like 'NNN ratings' into an integer 19 | cover: pipe( // save cover image as a file 20 | $(['#imageBlockContainer img', '#ebooks-main-image-container img']), // try several selectors 21 | save({dir: 'cover-images'}) 22 | ) 23 | } 24 | ) 25 | } 26 | -------------------------------------------------------------------------------- /test/examples.test.js: -------------------------------------------------------------------------------- 1 | const { pipe, scrape, open, $, $$, attr, text, save, dump, flattenNext } = require('../dist/index.js'); 2 | const fs = require('fs') 3 | const readline = require('readline') 4 | const path = require('path') 5 | 6 | 7 | 8 | function loadJSONFile(fpath, del = true) { 9 | const contents = JSON.parse(fs.readFileSync(fpath)) 10 | if (del) { 11 | fs.unlinkSync(fpath) 12 | } 13 | return contents 14 | } 15 | 16 | async function loadJSONLFile(fpath, del = true) { 17 | const fileStream = fs.createReadStream(fpath) 18 | const rl = readline.createInterface({ 19 | input: fileStream, 20 | crlfDelay: Infinity 21 | }); 22 | res = [] 23 | for await (const line of rl) { 24 | res.push( JSON.parse(line) ) 25 | } 26 | if (del) { 27 | fs.unlinkSync(fpath) 28 | } 29 | return res 30 | } 31 | 32 | 33 | 34 | 35 | test('example1, one page, quotes', async () => { 36 | const config = { 37 | save: path.resolve(__dirname, 'output1.json'), 38 | root: 'http://quotes.toscrape.com', 39 | parse: pipe(open(), $$(['.non-existent-selector', '.quote > .text'])) 40 | } 41 | 42 | await scrape(config) 43 | 44 | expect( loadJSONFile(config.save) ) 45 | .toEqual( JSON.parse(fs.readFileSync(path.resolve(__dirname, 'results/example1.json')).toString()) ) 46 | }); 47 | 48 | 49 | test('example1.1, javascript generated', async () => { 50 | const config = { 51 | save: path.resolve(__dirname, 'output1_1.json'), 52 | root: 'http://quotes.toscrape.com/js/', 53 | parse: pipe(open(), $$('.quote > .text')) 54 | } 55 | 56 | await scrape(config) 57 | 58 | expect( loadJSONFile(config.save) ) 59 | .toEqual( JSON.parse(fs.readFileSync(path.resolve(__dirname, 'results/example1.json')).toString()) ) 60 | }); 61 | 62 | 63 | test('example1.2, author info', async () => { 64 | const config = { 65 | save: path.resolve(__dirname, 'output1_2.json'), 66 | root: 'http://quotes.toscrape.com/author/Albert-Einstein/', 67 | parse: pipe( 68 | open(), 69 | { 70 | name: $(['.non-existent-selector', '.author-title']), 71 | birthdate: $(['.author-born-date', '.non-existent-selector']), 72 | bio: $('.author-description') 73 | } 74 | ) 75 | } 76 | 77 | await scrape(config) 78 | 79 | expect( loadJSONFile(config.save) ) 80 | .toEqual( JSON.parse(fs.readFileSync(path.resolve(__dirname, 'results/example1_2.json')).toString()) ) 81 | }); 82 | 83 | 84 | 85 | 86 | test('example2, one page, quotes, authors, tags', async () => { 87 | const config = { 88 | save: path.resolve(__dirname, 'output2.jsonl'), 89 | root: 'http://quotes.toscrape.com', 90 | parse: pipe( 91 | open(), 92 | $$('.quote'), 93 | { 94 | quote: $('.text'), 95 | author: $('.author'), 96 | bio: pipe($('a'), open(), $('.author-description'), text, s => s.trimStart().substring(0, 20) + '…'), 97 | tags: $$('.tags > .tag') 98 | } 99 | ) 100 | } 101 | 102 | await scrape(config) 103 | 104 | expect(await loadJSONLFile(config.save)).toEqual( await loadJSONLFile(path.resolve(__dirname, 'results/example2.jsonl'), false) ) 105 | }) 106 | 107 | 108 | 109 | test('example3, 3 first pages, quotes', async () => { 110 | const config = { 111 | save: path.resolve(__dirname, 'output3.jsonl'), 112 | root: 'http://quotes.toscrape.com', 113 | parse: pipe( 114 | flattenNext(1), 115 | [...Array(3).keys()].map(n => '/page/'+(n+1)+'/'), 116 | open(), 117 | $$('.quote'), 118 | { 119 | quote: $('.text'), 120 | author: $('.author'), 121 | bio: pipe($('a'), open(), $('.author-description'), text, s => s.trimStart().substring(0, 20) + '…'), 122 | tags: $$('.tags > .tag') 123 | } 124 | ) 125 | } 126 | 127 | await scrape(config) 128 | 129 | expect(await loadJSONLFile(config.save)).toEqual( await loadJSONLFile(path.resolve(__dirname, 'results/example3.jsonl'), false) ) 130 | }) 131 | 132 | 133 | 134 | test('example4, authors', async () => { 135 | const config = { 136 | save: path.resolve(__dirname, 'output4.jsonl'), 137 | noRevisit: true, 138 | root: 'http://quotes.toscrape.com', 139 | parse: pipe( 140 | open(), 141 | $$('.author + a'), 142 | open(), 143 | { 144 | name: $('h3.author-title'), 145 | birthdate: $('.author-born-date') 146 | } 147 | ) 148 | } 149 | 150 | await scrape(config) 151 | 152 | expect(await loadJSONLFile(config.save)).toEqual( await loadJSONLFile(path.resolve(__dirname, 'results/example4.jsonl'), false) ) 153 | }) 154 | 155 | 156 | 157 | test('example5, products with images', async () => { 158 | const config = { 159 | save: path.resolve(__dirname, 'output5.jsonl'), 160 | root: 'http://books.toscrape.com', 161 | parse: pipe( 162 | open(), 163 | $$('h3 > a'), 164 | open(), 165 | { 166 | name: $('h1'), 167 | price: pipe( $('.price_color'), text, s => s.substring(1), parseFloat ), 168 | attributes: pipe( $$('.table-striped tr'), [$('th'), $('td')] ), 169 | image1: pipe( $('#product_gallery .thumbnail img'), attr('src'), save() ), 170 | image2: pipe( $('#product_gallery .thumbnail img'), save({dir: 'product-images', saveAs: (nm,ext) => 'product_'+nm+ext}) ) 171 | } 172 | ) 173 | } 174 | 175 | await scrape(config) 176 | 177 | expect(await loadJSONLFile(config.save)).toEqual( await loadJSONLFile(path.resolve(__dirname, 'results/example5.jsonl'), false) ) 178 | 179 | let files = fs.readdirSync(path.resolve('./files')) 180 | expect( files.length ).toBe(20) 181 | expect( files.includes('08e94f3731d7d6b760dfbfbc02ca5c62.jpg') ).toBe(true) 182 | expect( fs.statSync(path.resolve('./files', '08e94f3731d7d6b760dfbfbc02ca5c62.jpg')).size ).toBe(18504) 183 | fs.rmSync(path.resolve('./files'), { recursive: true }) 184 | 185 | expect( fs.readdirSync(path.resolve('./product-images')).length ).toBe(20) 186 | fs.rmSync(path.resolve('./product-images'), { recursive: true }) 187 | }) 188 | -------------------------------------------------------------------------------- /test/pipe.test.js: -------------------------------------------------------------------------------- 1 | const scrapyteer = require('../dist/index.js'); 2 | 3 | test('pipe functions s -> s', async () => { 4 | const f = await (scrapyteer.pipe( 5 | v => '['+v+']', 6 | v => '{'+v+'}' 7 | )); 8 | 9 | const res = await f('hello'); 10 | 11 | expect(res).toBe('{[hello]}'); 12 | }); 13 | 14 | test('pipe functions s -> a -> s', async () => { 15 | const f = await (scrapyteer.pipe( 16 | v => '['+v+']', 17 | v => { 18 | return new Promise(resolve => { 19 | setTimeout(() => { 20 | resolve("<"+v+">"); 21 | }, 100); 22 | }); 23 | }, 24 | v => '{'+v+'}' 25 | )); 26 | 27 | const res = await f('hello'); 28 | 29 | expect(res).toBe('{<[hello]>}'); 30 | }); 31 | 32 | test('pipe functions a -> s -> a', async () => { 33 | const f = await (scrapyteer.pipe( 34 | v => { 35 | return new Promise(resolve => { 36 | setTimeout(() => { 37 | resolve("["+v+"]"); 38 | }, 100); 39 | }); 40 | }, 41 | v => '<'+v+'>', 42 | v => { 43 | return new Promise(resolve => { 44 | setTimeout(() => { 45 | resolve("{"+v+"}"); 46 | }, 100); 47 | }); 48 | } 49 | )); 50 | 51 | const res = await f('hello'); 52 | 53 | expect(res).toBe('{<[hello]>}'); 54 | }); 55 | 56 | test('pipe functions a -> a -> a', async () => { 57 | const f = await (scrapyteer.pipe( 58 | v => { 59 | return new Promise(resolve => { 60 | setTimeout(() => { 61 | resolve("["+v+"]"); 62 | }, 100); 63 | }); 64 | }, 65 | v => { 66 | return new Promise(resolve => { 67 | setTimeout(() => { 68 | resolve("<"+v+">"); 69 | }, 100); 70 | }); 71 | }, 72 | v => { 73 | return new Promise(resolve => { 74 | setTimeout(() => { 75 | resolve("{"+v+"}"); 76 | }, 100); 77 | }); 78 | } 79 | )); 80 | 81 | const res = await f('hello'); 82 | 83 | expect(res).toBe('{<[hello]>}'); 84 | }); 85 | 86 | 87 | test('pipe s -> Object', async () => { 88 | const res = await (scrapyteer.pipe( 89 | v => '['+v+']', 90 | { 91 | prop1: v => '<'+v+'>', 92 | prop2: v => new Promise(resolve => { setTimeout(() => { resolve("{"+v+"}"); }, 100) }), 93 | prop3: 'hello' 94 | } 95 | ))('hello'); 96 | 97 | expect(res).toEqual({ 98 | prop1: '<[hello]>', 99 | prop2: '{[hello]}', 100 | prop3: 'hello' 101 | }); 102 | }); 103 | 104 | 105 | test('pipe s -> Object -> a', async () => { 106 | const res = await (scrapyteer.pipe( 107 | v => '['+v+']', 108 | { 109 | prop1: v => '<'+v+'>', 110 | prop2: v => new Promise(resolve => { setTimeout(() => { resolve("{"+v+"}"); }, 100) }), 111 | prop3: 'hello' 112 | }, 113 | obj => new Promise(resolve => { setTimeout(() => { obj['prop4'] = 'world'; resolve(obj); }, 100) }) 114 | ))('hello'); 115 | 116 | expect(res).toEqual({ 117 | prop1: '<[hello]>', 118 | prop2: '{[hello]}', 119 | prop3: 'hello', 120 | prop4: 'world' 121 | }); 122 | }); 123 | 124 | 125 | 126 | 127 | test('pipe s -> Array -> a -> s', async () => { 128 | const res = await (scrapyteer.pipe( 129 | v => '['+v+']', 130 | [ 131 | v => '<'+v+'>', 132 | v => '{'+v+'}' 133 | ], 134 | v => { 135 | return new Promise(resolve => { 136 | setTimeout(() => { 137 | resolve("%"+v+"%"); 138 | }, 100); 139 | }); 140 | }, 141 | v => '('+v+')' 142 | ))('hello'); 143 | 144 | expect(await scrapyteer.iteratorToArray(res)).toEqual([ 145 | '(%<[hello]>%)', 146 | '(%{[hello]}%)' 147 | ]); 148 | }); 149 | 150 | 151 | test('pipe () => Array -> s -> a -> s', async () => { 152 | const res = await (scrapyteer.pipe( 153 | () => ['hello', 'world'], 154 | v => '['+v+']', 155 | v => { 156 | return new Promise(resolve => { 157 | setTimeout(() => { 158 | resolve("<"+v+">"); 159 | }, 100); 160 | }); 161 | }, 162 | v => '('+v+')' 163 | ))('hello'); 164 | 165 | expect(await scrapyteer.iteratorToArray(res)).toEqual([ 166 | '(<[hello]>)', 167 | '(<[world]>)' 168 | ]); 169 | }); -------------------------------------------------------------------------------- /test/results/example1.json: -------------------------------------------------------------------------------- 1 | ["“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”", "“It is our choices, Harry, that show what we truly are, far more than our abilities.”", "“There are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.”", "“The person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.”", "“Imperfection is beauty, madness is genius and it's better to be absolutely ridiculous than absolutely boring.”", "“Try not to become a man of success. Rather become a man of value.”", "“It is better to be hated for what you are than to be loved for what you are not.”", "“I have not failed. I've just found 10,000 ways that won't work.”", "“A woman is like a tea bag; you never know how strong it is until it's in hot water.”", "“A day without sunshine is like, you know, night.”"] -------------------------------------------------------------------------------- /test/results/example1_2.json: -------------------------------------------------------------------------------- 1 | {"name":"Albert Einstein","birthdate":"March 14, 1879","bio":"\n In 1879, Albert Einstein was born in Ulm, Germany. He completed his Ph.D. at the University of Zurich by 1909. His 1905 paper explaining the photoelectric effect, the basis of electronics, earned him the Nobel Prize in 1921. His first paper on Special Relativity Theory, also published in 1905, changed the world. After the rise of the Nazi party, Einstein made Princeton his permanent home, becoming a U.S. citizen in 1940. Einstein, a pacifist during World War I, stayed a firm proponent of social justice and responsibility. He chaired the Emergency Committee of Atomic Scientists, which organized to alert the public to the dangers of atomic warfare.At a symposium, he advised: \"In their struggle for the ethical good, teachers of religion must have the stature to give up the doctrine of a personal God, that is, give up that source of fear and hope which in the past placed such vast power in the hands of priests. In their labors they will have to avail themselves of those forces which are capable of cultivating the Good, the True, and the Beautiful in humanity itself. This is, to be sure a more difficult but an incomparably more worthy task . . . \" (\"Science, Philosophy and Religion, A Symposium,\" published by the Conference on Science, Philosophy and Religion in their Relation to the Democratic Way of Life, Inc., New York, 1941). In a letter to philosopher Eric Gutkind, dated Jan. 3, 1954, Einstein stated: \"The word god is for me nothing more than the expression and product of human weaknesses, the Bible a collection of honorable, but still primitive legends which are nevertheless pretty childish. No interpretation no matter how subtle can (for me) change this,\" (The Guardian, \"Childish superstition: Einstein's letter makes view of religion relatively clear,\" by James Randerson, May 13, 2008). D. 1955.While best known for his mass–energy equivalence formula E = mc2 (which has been dubbed \"the world's most famous equation\"), he received the 1921 Nobel Prize in Physics \"for his services to theoretical physics, and especially for his discovery of the law of the photoelectric effect\". The latter was pivotal in establishing quantum theory.Einstein thought that Newtonion mechanics was no longer enough to reconcile the laws of classical mechanics with the laws of the electromagnetic field. This led to the development of his special theory of relativity. He realized, however, that the principle of relativity could also be extended to gravitational fields, and with his subsequent theory of gravitation in 1916, he published a paper on the general theory of relativity. He continued to deal with problems of statistical mechanics and quantum theory, which led to his explanations of particle theory and the motion of molecules. He also investigated the thermal properties of light which laid the foundation of the photon theory of light.He was visiting the United States when Adolf Hitler came to power in 1933 and did not go back to Germany. On the eve of World War II, he endorsed a letter to President Franklin D. Roosevelt alerting him to the potential development of \"extremely powerful bombs of a new type\" and recommending that the U.S. begin similar research. This eventually led to what would become the Manhattan Project. Einstein supported defending the Allied forces, but largely denounced the idea of using the newly discovered nuclear fission as a weapon. Later, with Bertrand Russell, Einstein signed the Russell–Einstein Manifesto, which highlighted the danger of nuclear weapons. Einstein was affiliated with the Institute for Advanced Study in Princeton, New Jersey, until his death in 1955.His great intellectual achievements and originality have made the word \"Einstein\" synonymous with genius.More: http://en.wikipedia.org/wiki/Albert_E...http://www.nobelprize.org/nobel_prize... \n "} -------------------------------------------------------------------------------- /test/results/example2.jsonl: -------------------------------------------------------------------------------- 1 | {"quote":"“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”","author":"Albert Einstein","bio":"In 1879, Albert Eins…","tags":["change","deep-thoughts","thinking","world"]} 2 | {"quote":"“It is our choices, Harry, that show what we truly are, far more than our abilities.”","author":"J.K. Rowling","bio":"See also: Robert Gal…","tags":["abilities","choices"]} 3 | {"quote":"“There are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.”","author":"Albert Einstein","bio":"In 1879, Albert Eins…","tags":["inspirational","life","live","miracle","miracles"]} 4 | {"quote":"“The person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.”","author":"Jane Austen","bio":"Jane Austen was an E…","tags":["aliteracy","books","classic","humor"]} 5 | {"quote":"“Imperfection is beauty, madness is genius and it's better to be absolutely ridiculous than absolutely boring.”","author":"Marilyn Monroe","bio":"Marilyn Monroe (born…","tags":["be-yourself","inspirational"]} 6 | {"quote":"“Try not to become a man of success. Rather become a man of value.”","author":"Albert Einstein","bio":"In 1879, Albert Eins…","tags":["adulthood","success","value"]} 7 | {"quote":"“It is better to be hated for what you are than to be loved for what you are not.”","author":"André Gide","bio":"André Paul Guillaume…","tags":["life","love"]} 8 | {"quote":"“I have not failed. I've just found 10,000 ways that won't work.”","author":"Thomas A. Edison","bio":"Thomas Alva Edison w…","tags":["edison","failure","inspirational","paraphrased"]} 9 | {"quote":"“A woman is like a tea bag; you never know how strong it is until it's in hot water.”","author":"Eleanor Roosevelt","bio":"Anna Eleanor Rooseve…","tags":["misattributed-eleanor-roosevelt"]} 10 | {"quote":"“A day without sunshine is like, you know, night.”","author":"Steve Martin","bio":"Stephen Glenn \"Steve…","tags":["humor","obvious","simile"]} -------------------------------------------------------------------------------- /test/results/example3.jsonl: -------------------------------------------------------------------------------- 1 | {"quote":"“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”","author":"Albert Einstein","bio":"In 1879, Albert Eins…","tags":["change","deep-thoughts","thinking","world"]} 2 | {"quote":"“It is our choices, Harry, that show what we truly are, far more than our abilities.”","author":"J.K. Rowling","bio":"See also: Robert Gal…","tags":["abilities","choices"]} 3 | {"quote":"“There are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.”","author":"Albert Einstein","bio":"In 1879, Albert Eins…","tags":["inspirational","life","live","miracle","miracles"]} 4 | {"quote":"“The person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.”","author":"Jane Austen","bio":"Jane Austen was an E…","tags":["aliteracy","books","classic","humor"]} 5 | {"quote":"“Imperfection is beauty, madness is genius and it's better to be absolutely ridiculous than absolutely boring.”","author":"Marilyn Monroe","bio":"Marilyn Monroe (born…","tags":["be-yourself","inspirational"]} 6 | {"quote":"“Try not to become a man of success. Rather become a man of value.”","author":"Albert Einstein","bio":"In 1879, Albert Eins…","tags":["adulthood","success","value"]} 7 | {"quote":"“It is better to be hated for what you are than to be loved for what you are not.”","author":"André Gide","bio":"André Paul Guillaume…","tags":["life","love"]} 8 | {"quote":"“I have not failed. I've just found 10,000 ways that won't work.”","author":"Thomas A. Edison","bio":"Thomas Alva Edison w…","tags":["edison","failure","inspirational","paraphrased"]} 9 | {"quote":"“A woman is like a tea bag; you never know how strong it is until it's in hot water.”","author":"Eleanor Roosevelt","bio":"Anna Eleanor Rooseve…","tags":["misattributed-eleanor-roosevelt"]} 10 | {"quote":"“A day without sunshine is like, you know, night.”","author":"Steve Martin","bio":"Stephen Glenn \"Steve…","tags":["humor","obvious","simile"]} 11 | {"quote":"“This life is what you make it. No matter what, you're going to mess up sometimes, it's a universal truth. But the good part is you get to decide how you're going to mess it up. Girls will be your friends - they'll act like it anyway. But just remember, some come, some go. The ones that stay with you through everything - they're your true best friends. Don't let go of them. Also remember, sisters make the best friends in the world. As for lovers, well, they'll come and go too. And baby, I hate to say it, most of them - actually pretty much all of them are going to break your heart, but you can't give up because if you give up, you'll never find your soulmate. You'll never find that half who makes you whole and that goes for everything. Just because you fail once, doesn't mean you're gonna fail at everything. Keep trying, hold on, and always, always, always believe in yourself, because if you don't, then who will, sweetie? So keep your head high, keep your chin up, and most importantly, keep smiling, because life's a beautiful thing and there's so much to smile about.”","author":"Marilyn Monroe","bio":"Marilyn Monroe (born…","tags":["friends","heartbreak","inspirational","life","love","sisters"]} 12 | {"quote":"“It takes a great deal of bravery to stand up to our enemies, but just as much to stand up to our friends.”","author":"J.K. Rowling","bio":"See also: Robert Gal…","tags":["courage","friends"]} 13 | {"quote":"“If you can't explain it to a six year old, you don't understand it yourself.”","author":"Albert Einstein","bio":"In 1879, Albert Eins…","tags":["simplicity","understand"]} 14 | {"quote":"“You may not be her first, her last, or her only. She loved before she may love again. But if she loves you now, what else matters? She's not perfect—you aren't either, and the two of you may never be perfect together but if she can make you laugh, cause you to think twice, and admit to being human and making mistakes, hold onto her and give her the most you can. She may not be thinking about you every second of the day, but she will give you a part of her that she knows you can break—her heart. So don't hurt her, don't change her, don't analyze and don't expect more than she can give. Smile when she makes you happy, let her know when she makes you mad, and miss her when she's not there.”","author":"Bob Marley","bio":"Robert \"Bob\" Nesta M…","tags":["love"]} 15 | {"quote":"“I like nonsense, it wakes up the brain cells. Fantasy is a necessary ingredient in living.”","author":"Dr. Seuss","bio":"Theodor Seuss Geisel…","tags":["fantasy"]} 16 | {"quote":"“I may not have gone where I intended to go, but I think I have ended up where I needed to be.”","author":"Douglas Adams","bio":"Douglas Noël Adams w…","tags":["life","navigation"]} 17 | {"quote":"“The opposite of love is not hate, it's indifference. The opposite of art is not ugliness, it's indifference. The opposite of faith is not heresy, it's indifference. And the opposite of life is not death, it's indifference.”","author":"Elie Wiesel","bio":"Eliezer Wiesel was a…","tags":["activism","apathy","hate","indifference","inspirational","love","opposite","philosophy"]} 18 | {"quote":"“It is not a lack of love, but a lack of friendship that makes unhappy marriages.”","author":"Friedrich Nietzsche","bio":"Friedrich Wilhelm Ni…","tags":["friendship","lack-of-friendship","lack-of-love","love","marriage","unhappy-marriage"]} 19 | {"quote":"“Good friends, good books, and a sleepy conscience: this is the ideal life.”","author":"Mark Twain","bio":"Samuel Langhorne Cle…","tags":["books","contentment","friends","friendship","life"]} 20 | {"quote":"“Life is what happens to us while we are making other plans.”","author":"Allen Saunders","bio":"Allen Saunders was a…","tags":["fate","life","misattributed-john-lennon","planning","plans"]} 21 | {"quote":"“I love you without knowing how, or when, or from where. I love you simply, without problems or pride: I love you in this way because I do not know any other way of loving but this, in which there is no I or you, so intimate that your hand upon my chest is my hand, so intimate that when I fall asleep your eyes close.”","author":"Pablo Neruda","bio":"Pablo Neruda was the…","tags":["love","poetry"]} 22 | {"quote":"“For every minute you are angry you lose sixty seconds of happiness.”","author":"Ralph Waldo Emerson","bio":"in 1803, Ralph Waldo…","tags":["happiness"]} 23 | {"quote":"“If you judge people, you have no time to love them.”","author":"Mother Teresa","bio":"Blessed Teresa of Ca…","tags":["attributed-no-source"]} 24 | {"quote":"“Anyone who thinks sitting in church can make you a Christian must also think that sitting in a garage can make you a car.”","author":"Garrison Keillor","bio":"Garrison Keillor (bo…","tags":["humor","religion"]} 25 | {"quote":"“Beauty is in the eye of the beholder and it may be necessary from time to time to give a stupid or misinformed beholder a black eye.”","author":"Jim Henson","bio":"James Maury \"Jim\" He…","tags":["humor"]} 26 | {"quote":"“Today you are You, that is truer than true. There is no one alive who is Youer than You.”","author":"Dr. Seuss","bio":"Theodor Seuss Geisel…","tags":["comedy","life","yourself"]} 27 | {"quote":"“If you want your children to be intelligent, read them fairy tales. If you want them to be more intelligent, read them more fairy tales.”","author":"Albert Einstein","bio":"In 1879, Albert Eins…","tags":["children","fairy-tales"]} 28 | {"quote":"“It is impossible to live without failing at something, unless you live so cautiously that you might as well not have lived at all - in which case, you fail by default.”","author":"J.K. Rowling","bio":"See also: Robert Gal…","tags":[]} 29 | {"quote":"“Logic will get you from A to Z; imagination will get you everywhere.”","author":"Albert Einstein","bio":"In 1879, Albert Eins…","tags":["imagination"]} 30 | {"quote":"“One good thing about music, when it hits you, you feel no pain.”","author":"Bob Marley","bio":"Robert \"Bob\" Nesta M…","tags":["music"]} 31 | -------------------------------------------------------------------------------- /test/results/example4.jsonl: -------------------------------------------------------------------------------- 1 | {"name":"Albert Einstein","birthdate":"March 14, 1879"} 2 | {"name":"J.K. Rowling","birthdate":"July 31, 1965"} 3 | {"name":"Jane Austen","birthdate":"December 16, 1775"} 4 | {"name":"Marilyn Monroe","birthdate":"June 01, 1926"} 5 | {"name":"André Gide","birthdate":"November 22, 1869"} 6 | {"name":"Thomas A. Edison","birthdate":"February 11, 1847"} 7 | {"name":"Eleanor Roosevelt","birthdate":"October 11, 1884"} 8 | {"name":"Steve Martin","birthdate":"August 14, 1945"} 9 | -------------------------------------------------------------------------------- /test/results/example5.jsonl: -------------------------------------------------------------------------------- 1 | {"name":"A Light in the Attic","price":51.77,"attributes":[["UPC","a897fe39b1053632"],["Product Type","Books"],["Price (excl. tax)","£51.77"],["Price (incl. tax)","£51.77"],["Tax","£0.00"],["Availability","In stock (22 available)"],["Number of reviews","0"]],"image1":"fe72f0532301ec28892ae79a629a293c.jpg","image2":"product_fe72f0532301ec28892ae79a629a293c.jpg"} 2 | {"name":"Tipping the Velvet","price":53.74,"attributes":[["UPC","90fa61229261140a"],["Product Type","Books"],["Price (excl. tax)","£53.74"],["Price (incl. tax)","£53.74"],["Tax","£0.00"],["Availability","In stock (20 available)"],["Number of 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