How to Build a Web Scraping API using Java, Spring Boot, and Jsoup?

Overview

At 3i Data Scraping, we will create an API for scraping data from a couple of vehicle selling sites as well as extract the ads depending on vehicle models that we pass for an API. This type of API could be used from the UI as well as show different ads from various websites in one place.

Web Scraping

• IntelliJ as IDE of option
• Maven 3.0+ as a building tool
• JDK 1.8+

Getting Started

Initially, we require to initialize the project using a spring initializer

It can be done by visiting http://start.spring.io/

Ensure to choose the given dependencies also:

• Lombok: Java library, which makes a code cleaner as well as discards boilerplate codes.
• Spring WEB: It is a product of the Spring community, with a focus on making document-driven web services.

After starting the project, we would be utilizing two-third party libraries JSOUP as well as Apache commons. The dependencies could be added in the pom.xml file.

<dependencies> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-web</artifactId> </dependency> <!-- https://mvnrepository.com/artifact/org.jsoup/jsoup --> <dependency> <groupId>org.jsoup</groupId> <artifactId>jsoup</artifactId> <version>1.13.1</version> </dependency> <!-- https://mvnrepository.com/artifact/org.apache.commons/commons-lang3 --> <dependency> <groupId>org.apache.commons</groupId> <artifactId>commons-lang3</artifactId> <version>3.11</version> </dependency> <dependency> <groupId>org.projectlombok</groupId> <artifactId>lombok</artifactId> <optional>true</optional> </dependency> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-test</artifactId> <scope>test</scope> </dependency> </dependencies>

Analyze HTML to Extract Data

Before starting the implementation of API, we need to visit https://riyasewana.com/ and https://ikman.lk/ to locate data, which we need to extract from these sites.

We can perform that by launching the given sites on the browser as well as inspecting HTML code with Dev tools.

If you are using Chrome, just right-click on the page as well as choose inspect.

Its result will look like this:

After opening different websites we need to navigate through HTML for identifying a DOM where the ad list is positioned. These identified elements would be utilized in the spring boot project for getting relevant data.

From navigating through ikman.lk HTML, it’s easy to see a list of ads is positioned under a class name’s list — 3NxGO.

After that, we need to perform the same with Riyasewana.com where ad data is positioned under a div with id content.

After recognizing all the data, let’s create our API for scraping the data!!!.

Implementation

Initially, we need to define website URLs in the file called application.yml/application.properties

website: urls: https://ikman.lk/en/ads/sri-lanka/vehicles?sort=relevance&buy_now=0&urgent=0&query=,https://riyasewana.com/search/

After that, create an easy model class for mapping data using HTML.

package com.scraper.api.model; import lombok.Data; @Data public class ResponseDTO { String title; String url; }

In the given code, we utilize Data annotation generation setters and getters for attributes.

After that, it’s time to create a service layer as well as scrape data from these websites.

package com.scraper.api.service; import com.scraper.api.model.ResponseDTO; import org.apache.commons.lang3.StringUtils; import org.jsoup.Jsoup; import org.jsoup.nodes.Document; import org.jsoup.nodes.Element; import org.jsoup.select.Elements; import org.springframework.beans.factory.annotation.Value; import org.springframework.stereotype.Service; import java.io.IOException; import java.util.HashSet; import java.util.List; import java.util.Set; @Service public class ScraperServiceImpl implements ScraperService { //Reading data from property file to a list @Value("#{'${website.urls}'.split(',')}") List<String> urls; @Override public Set<ResponseDTO> getVehicleByModel(String vehicleModel) { //Using a set here to only store unique elements Set<ResponseDTO> responseDTOS = new HashSet<>(); //Traversing through the urls for (String url: urls) { if (url.contains("ikman")) { //method to extract data from Ikman.lk extractDataFromIkman(responseDTOS, url + vehicleModel); } else if (url.contains("riyasewana")) { //method to extract Data from riyasewana.com extractDataFromRiyasewana(responseDTOS, url + vehicleModel); } } return responseDTOS; } private void extractDataFromRiyasewana(Set<ResponseDTO> responseDTOS, String url) { try { //loading the HTML to a Document Object Document document = Jsoup.connect(url).get(); //Selecting the element which contains the ad list Element element = document.getElementById("content"); //getting all the <a> tag elements inside the content div tag Elements elements = element.getElementsByTag("a"); //traversing through the elements for (Element ads: elements) { ResponseDTO responseDTO = new ResponseDTO(); if (!StringUtils.isEmpty(ads.attr("title")) ) { //mapping data to the model class responseDTO.setTitle(ads.attr("title")); responseDTO.setUrl(ads.attr("href")); } if (responseDTO.getUrl() != null) responseDTOS.add(responseDTO); } } catch (IOException ex) { ex.printStackTrace(); } } private void extractDataFromIkman(Set<ResponseDTO> responseDTOS, String url) { try { //loading the HTML to a Document Object Document document = Jsoup.connect(url).get(); //Selecting the element which contains the ad list Element element = document.getElementsByClass("list--3NxGO").first(); //getting all the <a> tag elements inside the list- -3NxGO class Elements elements = element.getElementsByTag("a"); for (Element ads: elements) { ResponseDTO responseDTO = new ResponseDTO(); if (StringUtils.isNotEmpty(ads.attr("href"))) { //mapping data to our model class responseDTO.setTitle(ads.attr("title")); responseDTO.setUrl("https://ikman.lk"+ ads.attr("href")); } if (responseDTO.getUrl() != null) responseDTOS.add(responseDTO); } } catch (IOException ex) { ex.printStackTrace(); } } }

After writing the scraping logic for a service layer, we can now implement the RestController for fetching data from these websites.

package com.scraper.api.controller; import com.scraper.api.model.ResponseDTO; import com.scraper.api.service.ScraperService; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.web.bind.annotation.GetMapping; import org.springframework.web.bind.annotation.PathVariable; import org.springframework.web.bind.annotation.RequestMapping; import org.springframework.web.bind.annotation.RestController; import java.util.Set; @RestController @RequestMapping(path = "/") public class ScraperController { @Autowired ScraperService scraperService; @GetMapping(path = "/{vehicleModel}") public Set<ResponseDTO> getVehicleByModel(@PathVariable String vehicleModel) { return scraperService.getVehicleByModel(vehicleModel); } }

When everything is completed. We need to Run this Project as well as test this API!

Go to the RestClient as well as call API through offering a vehicle model.

For example http://localhost:8080/axio

Here, you can observe that you have all the ad URLs as well as titles associated with given vehicle models from both these websites.

In this blog, you have learned about how to manipulate the HTML document using jsoup as well as spring boot to extract data from these two websites. The next step will be:

Improving this API to help pagination in these websites.

Implementing the UI for consuming the API

For more information on building web scraping API with Java, Spring Boot, or Jsoup, you can contact 3i Data Scraping or ask for a free quote!

Originally published at https://www.3idatascraping.com.