DEV Community

Cover image for Stackoverflow scraping with rust
Praveen Chaudhary
Praveen Chaudhary

Posted on • Updated on

Stackoverflow scraping with rust

#rust #scraping #cli #selectrs

It will extract the title, question link, answers count, view count, and votes from StackOverflow depending on the tag parameter and count. This scraper is inspired by Kadekillary Scarper with updated libraries and some more features added.

Libraries Used

  • Reqwest >An ergonomic, batteries-included HTTP Client for Rust.
  • Select >A Rust library to extract useful data from HTML documents, suitable for web scraping
  • Clap >A simple-to-use, efficient, and full-featured library for parsing command line arguments and subcommands.

Features

  • Simple and Fast
  • Async get request
  • Cli mode

How to run

  1. Build the executable by cargo build
  2. Run by ./target/debug/stackoverflow-scraping-with-rust -t <tag> -c <count> < tag > is the topic from which you want to scrape < count > is the number of posts/threads to be scraped. Note the maximum limit is 16 Like this ./target/debug/stackoverflow-scraping-with-rust -t java -c 1

What We are going to do?

  1. Getting argument from the command line using Clap library
  2. Make a request using the Reqwest library
  3. Scraping using the Selectrs library

Libraries Used

  • Reqwest >An ergonomic, batteries-included HTTP Client for Rust.
  • Select >A Rust library to extract useful data from HTML documents, suitable for web scraping
  • Clap >A simple-to-use, efficient, and full-featured library for parsing command line arguments and subcommands.

Installing Libraries
Simple add the following libraries in Cargo.toml

[dependencies]
reqwest = { version = "0.10", features = ["json"] }
tokio = { version = "0.2", features = ["full"] }
select = "0.6.0-alpha.1"
clap = "2.33.3"
rand = "0.8.4"
Enter fullscreen mode Exit fullscreen mode

Before moving ahead, We must be aware of CSS selectors

What are selectors/locators?

A CSS Selector is a combination of an element selector and a value that identifies the web element within a web page.
The choice of locator depends largely on your Application Under Test

Id
An element’s id in XPATH is defined using: “[@id='example']” and in CSS using: “#” - ID's must be unique within the DOM.
Examples:

XPath: //div[@id='example']
CSS: #example
Enter fullscreen mode Exit fullscreen mode

Element Type
The previous example showed //div in the XPath. That is the element type, which could be input for a text box or button, img for an image, or "a" for a link.

Xpath: //input or
Css: =input
Enter fullscreen mode Exit fullscreen mode

Direct Child
HTML pages are structured like XML, with children nested inside of parents. If you can locate, for example, the first link within a div, you can construct a string to reach it. A direct child in XPATH is defined by the use of a “/“, while on CSS, it’s defined using “>”.
Examples:

XPath: //div/a
CSS: div > a
Enter fullscreen mode Exit fullscreen mode

Child or Sub-Child
Writing nested divs can get tiring - and result in code that is brittle. Sometimes you expect the code to change, or want to skip layers. If an element could be inside another or one of its children, it’s defined in XPATH using “//” and in CSS just by whitespace.
Examples:

XPath: //div//a
CSS: div a
Enter fullscreen mode Exit fullscreen mode

Class
For classes, things are pretty similar in XPATH: “[@class='example']” while in CSS it’s just “.”
Examples:

XPath: //div[@class='example']
CSS: .example
Enter fullscreen mode Exit fullscreen mode

Step 1 -> Getting argument from the command line using Clap library

We are using the Clap library to get the argument from the command line.
There are three cases: -

  1. Only tag is provided => We will get only the posts from the input tag with default no of post i.e 16
  2. Only count is supplies => We will get only input number of post from any random topic using the Rand library
  3. Both count and tag => We will get input number of post of input tag

First, we initialize the command line app names StackOverflow Scraper. Then mention all the three cases with their short and long name.

fn main() {
    let matches = App::new("StackOverflow Scraper")
        .version("1.0")
        .author("Praveen Chaudhary &lt;chaudharypraveen98@gmail.com&gt;")
        .about("It will scrape questions from StackOverflow depending on the tag.")
        .arg(
            Arg::with_name("tag")
                .short("t")
                .long("tag")
                .takes_value(true)
                .help("takes the tag and scrape according to this"),
        )
        .arg(
            Arg::with_name("count")
                .short("c")
                .long("count")
                .takes_value(true)
                .help("gives n count of posts"),
        )
        .get_matches();
        ....
        ....
Enter fullscreen mode Exit fullscreen mode

Once we have mentioned all the cases. Now we need to extract the argument value using the match which helps us to find a particular pattern

    fn main() {
        .....
        .....

        if matches.is_present("tag") && matches.is_present("count") {
            let url = format!(
                "https://stackoverflow.com/questions/tagged/{}?tab=Votes",
                matches.value_of("tag").unwrap()
            );
            let count: i32 = matches.value_of("count").unwrap().parse::<i32>().unwrap();
            stackoverflow_post(&url, count as usize);
        } else if matches.is_present("tag") {
            let url = format!(
                "https://stackoverflow.com/questions/tagged/{}?tab=Votes",
                matches.value_of("tag").unwrap()
            );
            stackoverflow_post(&url, 16);
        } else if matches.is_present("count") {
            let url = get_random_url();
            let count: i32 = matches.value_of("count").unwrap().parse::<i32>().unwrap();
            stackoverflow_post(&url, count as usize);
        } else {        
            let url = get_random_url();        
            stackoverflow_post(&url, 16);
        }
    }
Enter fullscreen mode Exit fullscreen mode

In the above code, we have used the stackoverflow_post function. We will learn about this in Step 3

Step 2 -> Make a request using the Reqwest library

We will use the reqwest library to make a get request to the StackOverflow website customized with the input tag

#[tokio::main]
async fn hacker_news(url: &str, count: usize) -> Result<(), reqwest::Error> {
    let resp = reqwest::get(url).await?;
    ....
Enter fullscreen mode Exit fullscreen mode

Step 3 -> Scraping using the Selectrs library

We will use the CSS selectors to get the question post from the StackOverflow

#[tokio::main]
async fn hacker_news(url: &str, count: usize) -> Result<(), reqwest::Error> {
    ..... 
    ..... 

    let document = Document::from(&*resp.text().await?);

    for node in document.select(Class("s-post-summary")).take(count) {
        let question = node
            .select(Class("s-post-summary--content-excerpt"))
            .next()
            .unwrap()
            .text();
        let title_element = node
            .select(Class("s-post-summary--content-title").child(Name("a")))
            .next()
            .unwrap();
        let title = title_element.text();
        let question_link = title_element.attr("href").unwrap();
        let stats = node
            .select(Class("s-post-summary--stats-item-number"))
            .map(|stat| stat.text())
            .collect::<Vec<_>>();
        let votes = &stats[0];
        let answer = &stats[1];
        let views = &stats[2];
        let tags = node
            .select(Class("post-tag"))
            .map(|tag| tag.text())
            .collect::<Vec<_>>();
        println!("Question       => {}", question);
        println!(
            "Question-link  => https://stackoverflow.com{}",
            question_link
        );
        println!("Question-title => {}", title);
        println!("Votes          => {}", votes);
        println!("Views          => {}", views);
        println!("Tags           => {}", tags.join(" ,"));
        println!("Answers        => {}", answer);
        println!("-------------------------------------------------------------\n");
    }
    Ok(())
}
Enter fullscreen mode Exit fullscreen mode

Complete Code 

extern crate clap;
extern crate reqwest;
extern crate select;
extern crate tokio;

use clap::{App, Arg};
use rand::seq::SliceRandom;
use select::document::Document;
use select::predicate::{Attr, Class, Name, Or, Predicate};

fn main() {
    let matches = App::new("StackOverflow Scraper")
        .version("1.0")
        .author("Praveen Chaudhary &lt;chaudharypraveen98@gmail.com&gt;")
        .about("It will scrape questions from stackoverflow depending on the tag.")
        .arg(
            Arg::with_name("tag")
                .short("t")
                .long("tag")
                .takes_value(true)
                .help("takes the tag and scrape according to this"),
        )
        .arg(
            Arg::with_name("count")
                .short("c")
                .long("count")
                .takes_value(true)
                .help("gives n count of posts"),
        )
        .get_matches();

    if matches.is_present("tag") && matches.is_present("count") {
        let url = format!(
            "https://stackoverflow.com/questions/tagged/{}?tab=Votes",
            matches.value_of("tag").unwrap()
        );
        let count: i32 = matches.value_of("count").unwrap().parse::<i32>().unwrap();
        hacker_news(&url, count as usize);
    } else if matches.is_present("tag") {
        let url = format!(
            "https://stackoverflow.com/questions/tagged/{}?tab=Votes",
            matches.value_of("tag").unwrap()
        );
        hacker_news(&url, 16);
    } else if matches.is_present("count") {
        let url = get_random_url();
        let count: i32 = matches.value_of("count").unwrap().parse::<i32>().unwrap();
        hacker_news(&url, count as usize);
    } else {        
        let url = get_random_url();        
        hacker_news(&url, 16);
    }
}

#[tokio::main]
async fn hacker_news(url: &str, count: usize) -> Result&lt;(), reqwest::Error&gt; {
    let resp = reqwest::get(url).await?;
    // println!("body = {:?}", resp.text().await?);
    // assert!(resp.status().is_success());
    let document = Document::from(&*resp.text().await?);

    for node in document.select(Class("s-post-summary")).take(count) {
        let question = node
            .select(Class("s-post-summary--content-excerpt"))
            .next()
            .unwrap()
            .text();
        let title_element = node
            .select(Class("s-post-summary--content-title").child(Name("a")))
            .next()
            .unwrap();
        let title = title_element.text();
        let question_link = title_element.attr("href").unwrap();
        let stats = node
            .select(Class("s-post-summary--stats-item-number"))
            .map(|stat| stat.text())
            .collect::<Vec<_>>();
        let votes = &stats[0];
        let answer = &stats[1];
        let views = &stats[2];
        let tags = node
            .select(Class("post-tag"))
            .map(|tag| tag.text())
            .collect::<Vec<_>>();
        println!("Question       => {}", question);
        println!(
            "Question-link  => https://stackoverflow.com{}",
            question_link
        );
        println!("Question-title => {}", title);
        println!("Votes          => {}", votes);
        println!("Views          => {}", views);
        println!("Tags           => {}", tags.join(" ,"));
        println!("Answers        => {}", answer);
        println!("-------------------------------------------------------------\n");
    }
    Ok(())
}

// Getting random tag
fn get_random_url() -> String {
    let default_tags = vec!["python", "rust", "c#", "android", "html", "javascript"];
    let random_tag = default_tags.choose(&mut rand::thread_rng()).unwrap();
    let url = format!(
        "https://stackoverflow.com/questions/tagged/{}?tab=Votes",
        random_tag
    );
    url.to_string()
}
Enter fullscreen mode Exit fullscreen mode

How to run our scraper?

  1. Build the executable by cargo build
  2. Run by ./target/debug/stackoverflow-scraping-with-rust -t <tag> -c <count> < tag > is the topic from which you want to scrape < count > is the number of posts/threads to be scraped. Note the maximum limit is 16. Like this ./target/debug/stackoverflow-scraping-with-rust -t java -c 1

Deployment

You can deploy on Heroku with the help of Circle CI
You can read more about on CircleCI Blog

Web Preview / Output

sample_output

Google Drive

Github Link = > https://github.com/chaudharypraveen98/stackoverflow-scraping-with-rust

Top comments (0)

Read next

mlaposta profile image

In a World Filled with AI, Where Will Developers Lie?

Michael La Posta -

amirsabahi profile image

Part 7: Modeling Microservice

Amir Sabahi -

boscodomingo profile image

The ultimate Node Test Runner + TypeScript + ENV variables guide

Bosco Domingo -

vidvatek profile image

How to Add Days in Date in React Native Calendar

vidvatek -