Trong bài viết này mình sẽ hướng dẫn các bạn thu thập dữ liệu của một website bất kỳ với Nodejs và Selenium. Với việc tự động hóa các tác vụ như tự động điều hướng, tự động điền vào input hay click các button … chúng ta sẽ thu thập được khối lượng dữ liệu khổng lồ cho các mục đích khác nhau. Các bạn chỉ cần treo máy rồi đi ra ngoài làm cốc cafe, quay trở vào là sẽ có hàng ngàn records được lưu trữ trong nháy mắt.
Trước khi bắt đầu, các bạn cần chuẩn bị các công cụ, thư viện hay bản cài đặt của các ngôn ngữ lập trình & CSDL sau:
– ChromeDriver (https://sites.google.com/a/chromium.org/chromedriver/)
– NodeJS (https://nodejs.org/en/download/)
– MongoDB (https://www.mongodb.com/download-center)
– RoboMongo (https://robomongo.org/download)
Cài đặt NodeJS
Các bạn tải và cài đặt phiên bản NodeJS mới nhất, trong bản cài đặt sẽ có sẵn Node package Manager (NPM) là một công cụ quản lý, cài đặt các package cần thiết cho NodeJS
Cài đặt Selenium, MongoDB package và một số package khác
Các bạn tạo một thư mục chứa project, mở command promt và gọi npm để install các package sau:
- npm install selenium-webdriver
- npm install mongodb
- npm install colors
Sau đó copy ChromeDriver vừa tải về vào thư mục mới tạo là bạn đã hoàn tất các bước chuẩn bị ban đầu. Giờ chúng ta bắt tay vào code thôi
Mã nguồn và ví dụ mẫu
Site mà mình dùng để demo thu thập dữ liệu là site: https://tamsudev.com. Mình sẽ tiến hành thu thập danh sách tất cả công ty CNTT trên site này.
Require các Package cần thiết
var webdriver = require('selenium-webdriver'), chrome = require('selenium-webdriver/chrome'), By = webdriver.By, until = webdriver.until; var MongoClient = require('mongodb').MongoClient; var ObjectId = require('mongodb').ObjectID; var mongoUrl = 'mongodb://localhost:27017/tamsudev'; var colors = require('colors/safe');
Thiết lập các options cần thiết để chạy Chrome cho nuột
var options = new chrome.Options(); options.setUserPreferences({ 'profile.default_content_setting_values.notifications' : 2, 'profile.managed_default_content_settings.images' : 2, 'profile.managed_default_content_settings.media_stream' : 2, 'profile.managed_default_content_settings.popups' : 2, }); options.addArguments('--headless'); var capabilities = options.toCapabilities();
Khởi tạo driver, redirect tới trang và thực hiện các tác vụ tự động với các DOM element trên trang
(các thao tác của Selenium với DOM element hoàn toàn tương tự với javascript)
var driver = new webdriver.Builder() .withCapabilities(capabilities) .forBrowser('chrome') .build(); var counter = 0; driver.get('https://tamsudev.com'); crawlCompanies(); function crawlCompanies() { console.log(colors.red('>>> Callback...')); driver.findElements(webdriver.By.className('detail')).then(function(details) { details.forEach(function(detail) { detail.findElement(webdriver.By.tagName('h4')).then(function(h4) { h4.getAttribute("innerText").then(function(name) { h4.findElement(webdriver.By.tagName('a')).then(function(a){ a.getAttribute("href").then(function(url) { var slug = url.replace('https://tamsudev.com/',''); counter++; console.log(counter + '.' + colors.green(name + " (" + slug + ")")); driver.executeScript('arguments[0].parentElement.innerHTML="";', detail); MongoClient.connect(mongoUrl, function (err, db) { var collection = db.collection('company'); collection.findOne({'slug':slug}).then(function(doc) { if(!doc) { collection.insertOne({ name: name, slug: slug }); } }); }); }); }); }); }); }); driver.executeScript("document.getElementById('loadMoreBtn').click()").then(function() { crawlCompanies(); }); }, function (err) { driver.executeScript("document.getElementById('loadMoreBtn').click()").then(function() { crawlCompanies(); }); }); }
Đóng driver sau khi sử dụng
console.log(colors.red('>>> Finished...')); driver.quit();
Các bạn tạo một file trong folder đã tạo ở trên lưu với tên tamsudev.js. Copy tất cả các code bên trên để test thử (mở cmd tại đường dẫn thư mục và gõ lệnh: node tamsudev.js
Kết quả sau khi thu thập dữ liệu
Kết quả sau khi chạy thử ví dụ mẫu trên :
Nhắn nhủ
Ngoài khả năng thu thập dữ liệu một cách nhanh chóng, thư viện Selenium này còn có thể giúp các bạn thực hiện các tác vụ khác như tự động nhập liệu, đăng nhập đăng xuất, tự động đăng bài … và rất tiện lợi cho các bạn tester sử dụng cho automation testing
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