cacing69/cquery

PHP Scraper with language expression, could be used to scrape data from a website that uses javascript or ajax

v1.4.0 2023-09-14 12:52 UTC

This package is auto-updated.

Last update: 2024-04-17 15:38:20 UTC


README

logo-sm.png

Cquery (Crawl Query)

Latest Version on Packagist Software License PRs Welcome StyleCI

About Cquery

Want to create a query for web scraping a website like this, I suppose it will enable me to generate scrape queries from anywhere.

from (.item)
define
    span > a.title as title
    attr(href, div > h1 > span > a) as url
filter
    span > a.title has 'history'
limit 1

Changelog

Please see CHANGELOG for more information what has changed recently.

Currently experimenting

Attempt to extract data from webpage which, in my opinion, becomes more enjoyable, my intention in creating this was to enable web scraping of websites that utilize js/ajax for content loading.

To perform web scraping on pages loaded with js/ajax, you need an adapter outside of this package, this was developed using symfony/panther. I don't want to add it as a default package in the core of cquery because, this feature is optional for some people. Please check and understand its usage here. I refer to it as cacing69/cquery-panther-loader. Read more information about symfony/panther, you'll discover installation and additional information there

All methods and usage instructions provided here are designed according to that i needs. If you have any suggestions or feedback to improve them, it would be highly appreciated and

I hope there's someone who is kind-hearted and compassionate to build a Web App/UI application like a dedicated tool for cquery, with a textarea (for query input) and a table container to show the results, much like the cquery playground for running raw cquery, if someone is ready, i will create an API for it, and start to develop more logic on Parser class

What kind of thing is this

Cquery is an acronym for crawl query, used to extract text from an HTML element using PHP, simply its tool for crawling/scraping web page. It called a query, as it adopts the structure present in an SQL query, so you can analogize that your DOM/HTML Document is a table you will query.

Let's play for a moment and figure out how to make website scraping easier, much like crafting a query for a database.

Please keep in mind that I haven't yet reached a beta/stable release for this library, so the available features are still very limited.

I would greatly accept any support/contribution from everyone. See CONTRIBUTING.md for help getting started.

I list a few examples of utilizing the advanced features

Quick Installation

composer require cacing69/cquery

For example, you have a simple HTML element as shown below.

Click to show HTML : src/Samples/sample.html
<!DOCTYPE HTML>
<html lang="en-US">
<head>
  <meta charset="UTF-8">
  <meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />
  <title>Href Attribute Example</title>
</head>
<body>
  <span id="lorem">
    <div class="link valid">
      <h1 data-link-from-source="/url-1" id="title-id-1" class="class-title-1">Title 1</h1>
      <a class="ini vip class-1" data-custom-attr-id="12" href="http://ini-url-1.com">Href Attribute Example 1
      </a>
    </div>
    <div class="link">
      <h1 ref-id="23" id="title-id-2" class="class-title-1">Title 2</h1>
      <a class="vip class-2 nih tenied" data-custom-attr-id="212" href="http://ini-url-2.com">
        Href Attribute Example 2
        <p>Lorem pilsum</p>
      </a>
    </div>
    <div class="link">
      <h1 id="title-id-3" class="class-title-1">Title 3</h1>
      <a class="premium class-3" data-custom-attr-id="122" regex-test="a-abc-ab" href="http://ini-url-3.com">Href Attribute Example 4</a>
    </div>
    <div class="link">
      <h1>Title 11</h1>
      <a class="vip class-1 super blocked" data-custom-attr-id="132" regex-test="a-192-ab" href="http://ini-url-11.com">Href Attribute Example 78</a>
      </div>
    <div class="link">
      <h1>Title 22</h1>
      <a class="preview itu class-2 vip blocked" data-custom-attr-id="712" regex-test="b-12-ac" href="http://ini-url-22.com">Href Attribute Example 90</a>
    </div>
    <div class="link">
      <h1>Title 323</h1>
      <a class="nied premium class-3 blocked" data-custom-attr-id="132" href="http://ini-url-33-1.com">Href Attribute Example 5</a>
    </div>
    <div class="link pending">
      <h1>Title 331</h1>
      <a class="premium class-31 ended" data-custom-attr-id="121" regex-test="zx-1223-ac" customer-id="18" href="http://ini-url-33-2.com">Href Attribute Example 51</a>
    </div>
    <div class="link pending">
      <h1>Title 331</h1>
      <a class="test-1-item" data-custom-attr-id="121" customer-id="16" href="http://ini-url-33-2.com">Href Attribute Example 51</a>
    </div>
    <div class="link pending">
      <h1>12345</h1>
      <a class="premium class-32 denied" data-custom-attr-id="1652" customer-id="17" href="http://ini-url-33-0.com">Href Attribute Example 52</a>
    </div>
  </span>
  <p>
    <a href="https://www.freecodecamp.org/contribute/">The freeCodeCamp Contribution Page
  </p>
  <footer>
    <p>Copyright 2023</p>
  </footer>
</body>
</html>

List definer expression available

Below are the expressions you are can use, they may change over time.

function example description
attr(attrName, selector) attr(class, .link) will retrieve all class value present on the element/container according to the selector. (.link)
length(selector) length(h1) will retrieve all length string on the element/container according to the selector. (h1)
lower(selector) lower(h1) will change text to lowercase element/container according to the selector. (h1)
upper(selector) upper(h1) will change text to uppercase element/container according to the selector. (h1)
str(selector) str(h1) will parse element content to string (h1)
int(selector) int(h1) will parse element content to integer (h1)
float(selector) float(h1) will parse element content to float (h1)
reverse(selector) reverse(h1) will reverse text according to the selector. (h1)
replace(from, to, selector) replace('lorem', 'ipsum', h1) will change text from lorem to ipsum according to the selector (h1).
have 3 option to use that

replace('lorem', 'ipsum', h1)

replace(['lorem', 'dolor'], ['ipsum', 'sit'], h1)

replace(['lorem', 'ipsum'], 'ipsum', h1)

it used single tick on argument/param
append(selectorParent) append(title) as main_title will append single element as new key on element each item outsoide main source.
append_node(selectorParent, selectorChildAfterParent) append_node(div > .tags, a) as tags will append array element as a child each item, for its usage, you can refer to the sample code below in $result_4.

List rules for alias

Below are the functions you are can use, they may change over time.
Note: nested function has been supported.

# example key_result description
1 h1 h1 -
2 h1 > 1 h1_a -
3 h1 > 1 as title title -
4 append_node(div > .tags, a) as _tags.key _tags[key] it will be append element as array each element
5 append_node(div > .tags, a) as tags.*.text tags[0]['text'] * the star symbol signifies all elements at the index. it will be append new key (in this case text) each array element

How to use filter

Note: nested filter not supported yet.

operator example description
(= or ==) filter("h1", "=", "99") retrieve data according to elements that only have the same value = 99
=== filter("h1", "===", "99") retrieve data according to elements that only have the same and identic with value = 99
< filter("attr(id, a)", "<", 99) retrieve data according to elements that only have values smaller than 99
<= filter("attr(id, a)", "<=", 99) get data from elements with values that are lesser than or equal to 99
> filter("attr(id, a)", ">", 99) get data from elements with values that are greater than 99
>= filter("attr(id, a)", ">=", 99) Get data from elements with values that are greater than or equal 99
(<> or !=) filter("attr(id, a)", "!=", 99) get data from elements that are not equal to 99
!== filter("attr(id, a)", "!==", 99) get data from elements that are not equal or they are not the same type to 99
has filter("attr(class, a)", "has", "foo") get data from elements that only have class "foo"
regex filter("attr(class, a)", "regex", "/[a-z]+\-[0-9]+\-[a-z]+/im") get data from elements that match the given regex pattern only, with the provided pattern being (a-192-ab, b-12-ac, zx-1223-ac)
like filter("attr(class, a)", "like", "%foo%")

filter("attr(class, a)", "like", "%foo")

filter("attr(class, a)", "like", "foo%")
retrieve data according to elements and value criteria.

%foo% = anything containing the phrase "foo"

%foo = all sentences ending with "foo"

foo% = all sentences starting with "foo"

So, let's start scraping this website.

require_once 'vendor/autoload.php';

$html = file_get_contents("src/Samples/sample.html");
$data = new Cacing69\Cquery\Cquery($html);

$result = $query
        ->from("#lorem .link") // next will be from("(#lorem .link) as el")
        ->define(
            "h1 as title",
            "a as description",
            "attr(href, a) as url", // get href attribute from all element at #lorem .link a
            "attr(class, a) as class"
        )
        // just imagine this is your table, and every element as your column
        ->filter("attr(class, a)", "has", "vip") // add some filter here
        // ->orFilter("attr(class, a)", "has", "super") // add another condition its has OR condition SQL
        // ->filter("attr(class, a)", "has", "blocked") // add another condition its has AND condition SQL
        ->get(); // -> return type is \Doctrine\Common\Collections\ArrayCollection

or u can use raw method

require_once 'vendor/autoload.php';

$html = file_get_contents("src/Samples/sample.html");
$data = new Cacing69\Cquery\Cquery($html);

$result = $query
        ->raw("
            from (#lorem .link)
            define
              h1 as title,
              a as description,
              attr(href, a) as url,
              attr(class, a) as class
            filter
              attr(class, a) has 'vip'
        ");

And here are the results

Alt text

Another example with anonymous function

require_once 'vendor/autoload.php';

use Cacing69\Cquery\Definer;
$html = file_get_contents("src/Samples/sample.html");
$data = new Cacing69\Cquery\Cquery($html);

$result_1 = $data
          ->from("#lorem .link")
          ->define(
              "upper(h1) as title_upper",
              new Definer( "a", "col_2", function($value) use ($date) {
                  return "{$value} fetched on: {$date}";
              })
          )
          ->filter("attr(class, a)", "has", "vip")
          ->limit(2)
          ->get() // -> return type is \Doctrine\Common\Collections\ArrayCollection
          ->toArray();
Click to show output : $result_1

Alt text

// another example, filter with closure
$result_2 = $data
            ->from("#lorem .link")
            ->define("reverse(h1) as title", "attr(href, a) as url")
            ->filter("h1", function ($e) {
                return $e->text() === "Title 3";
            })
            ->get() // -> return type is \Doctrine\Common\Collections\ArrayCollection
            ->toArray();
Click to show output : $result_2

Alt text

How to load source page from url

// another example, to load data from url used browserkit

$url = "https://free-proxy-list.net/";
$data = new Cquery($url);

$result_3 = $data
    ->from(".fpl-list")
    ->pick(
        "td:nth-child(1) as ip_address",
        "td:nth-child(4) as country",
        "td:nth-child(7) as https",
    )->filter('td:nth-child(7)', "=", "no")
    ->limit(1)
    ->get() // -> return type is \Doctrine\Common\Collections\ArrayCollection
    ->toArray();
Click to show output : $result_3

Alt text

how to use append_node(a, b)

// another example, to load data from url used browserkit

$url = "http://quotes.toscrape.com/";
$data = new Cquery($url);

$result_4 = $data
              ->from(".col-md-8 > .quote")
              ->define(
                  "span.text as text",
                  "span:nth-child(2) > small as author",
                  "append_node(div > .tags, a)  as tags",
              )
              ->get() // -> return type is \Doctrine\Common\Collections\ArrayCollection
              ->toArray();
Click to show output : $result_4

Alt text

Another example how to use append_child() with custom key each item

// another example, to load data from url used browserkit

$url = "http://quotes.toscrape.com/";
$data = new Cquery($url);

$result_5 = $data
              ->from(".col-md-8 > .quote")
              ->define(
                  "span.text as text",
                  "append_node(div > .tags, a) as tags.key", // grab child `a` on element `div > .tags` and place it into tags['key']
              )
              ->get() // -> return type is \Doctrine\Common\Collections\ArrayCollection
              ->toArray();
Click to show output : $result_5

Alt text

// another example, to load data from url used browserkit

$url = "http://quotes.toscrape.com/";
$data = new Cquery($url);

$result_6 = $data
              ->from(".col-md-8 > .quote")
              ->define(
                  "span.text as text",
                  "append_node(div > .tags, a) as _tags",
                  "append_node(div > .tags, a) as tags.*.text",
                  "append_node(div > .tags, attr(href, a)) as tags.*.url", // [*] means each index, for now ots limitd only one level
              )
              ->get() // -> return type is \Doctrine\Common\Collections\ArrayCollection
              ->toArray();
Click to show output : $result_6

Alt text

How to use replace

  // how to use replace with single string
  $content = file_get_contents(SAMPLE_HTML);

  $data = new Cquery($content);

  $result = $data
      ->from(".col-md-8 > .quote")
      ->define(
          "replace('The', 'Lorem', span.text) as text",
      )
      ->get();

  // how to use replace with array arguments
  $data_2 = new Cquery($content);

  $result = $data_2
      ->from(".col-md-8 > .quote")
      ->define(
          "replace(['The', 'are'], ['Please ', 'son'], span.text) as text",
          // "replace(['The', 'are'], ['Please'], span.text) as text", // or you can do this if just want to use single replacement
      )
      ->get();

  // how to use replace with array arguments and single replacement
  $data_3 = new Cquery($simpleHtml);

  $result = $data_3
      ->from("#lorem .link")
      ->define("replace(['Title', '331'], 'LOREM', h1)  as title")
      ->get();

Method to manipulate query results

There are 2 methods in CQuery for manipulating query results.
  1. Each Item Closure ...->eachItem(function ($el, $i){}) or ...->eachItem(function ($el){}) Example :
  ...->eachItem(function ($item, $i){
    $item["price"] = $i == 2 ? 1000 : $resultDetail["price"];

    return $item;
  })

Basically, you have the ability to execute any action on each item. In the given example, it will insert a new key, "price" into each item, and if the index equals 2 (third item), it will assign a price of 1000.

  1. On Obtained Results Closure ...->onObtainedResults(function ($results){}) Example :
  ...->onObtainedResults(function ($results){
    // u can do any operation here

    return  array_map(function ($_item) use ($results) {
        $_item["sub"] = [
            "foo" => "bar"
        ];

        return $_item;
    }, $results);
  })

Basically, this is the array produced by the query's result, and you have the flexibility to perform any manipulations on them. For another example i've included an example, particularly for cases where you need to load different details from another page for each entry, u can check it here Check async multiple request

How to handle multiple request each element

If there's a scenario like this, you need to load the details, and the details are on a different URL, which means you have to load every page.

You should use a client that can perform non-blocking requests, such as amphp/http-client, guzzle, phpreact/http or used curl_multi_init in oop ways for curl u should check php-curl-class

I suggest using phpreact by making async requests.

  use Cacing69\Cquery\Cquery;
  use React\EventLoop\Loop;
  use React\Http\Browser;
  use Psr\Http\Message\ResponseInterface;

  $url = "http://www.classiccardatabase.com/postwar-models/Cadillac.php";

  $data = new Cquery($url);

  $loop = Loop::get();
  $client = new Browser($loop);

  // detail is on another page
  $result = $data
            ->from(".content")
            ->define(
                ".car-model-link > a as name",
                "replace('../', 'http://www.classiccardatabase.com/', attr(href, .car-model-link > a)) as url",
            )
            ->filter("attr(href, .car-model-link > a)", "!=", "#")
            ->onObtainedResults(function ($results) use ($loop, $client){
                // I've come across a maximum threshold of 25 chunk, when I input 30, there is some null data.
                $results = array_chunk($results, 25);

                foreach ($results as $key => $_chunks) {
                    foreach ($_chunks as $_key => $_result) {
                        $client
                        ->get($_result["url"])
                        ->then(function (ResponseInterface $response) use (&$results, $key, $_key) {
                            $detail = new Cquery((string) $response->getBody());

                            $resultDetail = $detail
                                ->from(".spec")
                                ->define(
                                    ".specleft tr:nth-child(1) > td.data as price"
                                )
                                ->first();

                            $results[$key][$_key]["price"] = $resultDetail["price"];
                        });
                    }
                    $loop->run();
                }

                return $results;
            })
            ->get();

Here's a comparison when utilizing phpreact.

without phpreact

Alt text

with phpreact

Alt text

In this scenario, there are 320 rows of data, and each detail will be loaded, which means there will a lot of HTTP requests made to fetch the individual details.

How to doing action after page load (click link/submit form)

1. Submit Form

If you need to submit data to retrieve another data for scraping, you'll need to deal with this case.

  • case 1 : without crawler object
$url = "https://user-agents.net/random";
$data = new Cquery($url);

$result = $data
  ->onContentLoaded(function (HttpBrowser $browser) {
      $browser->submitForm("Generate random list", [
          "limit" => 5,
      ]);

      return $browser;
  })
  ->from("section > article")
  ->define(
      "ol > li > a as user_agent",
  )
  ->get();

Using this code above, you'll perform a form submission while setting the limit (according to input name) to 5 in the data.

  • case 2 : with crawler object

Let's simulate on Wikipedia and then perform a search with the phrase 'sambas,' to see if the results match with a manual search.

$url = "https://id.wikipedia.org/wiki/Halaman_Utama";
$data = new Cquery($url);

$result = $data
    ->onContentLoaded(function (HttpBrowser $browser, Crawler $crawler) {
        // This is a native function available in the dom-crawler.
        $form = new Form($crawler->filter("#searchform")->getNode(0), $url);

        $browser->submit($form, [
            "search" => "sambas",
        ]);
        return $browser;
    })
    ->from("html")
    ->define(
        "title as title",
    )
    ->get();

result

Alt text

web page

Alt text

page source

Alt text

  1. Click Link If you want to click a link on a loaded page, please observe the code below.

Alt text

click that link before start scraping

$url = "https://semver.org/";
$data = new Cquery($url);

$result = $data
    ->onContentLoaded(function (HttpBrowser $browser, Crawler $crawler) {
        $browser->clickLink("Bahasa Indonesia (id)");
        return $browser;
    })
    ->from("#spec")
    ->define(
        "h2 as text",
    )
    ->get();

result click link

Alt text

How to scrape website load by js/ajax with PHP

If the web page to be scraped uses JavaScript and AJAX handling for its data, then you need to add Panther-loader for cquery.

install composer-panther-loader

composer require cacing69/cquery-panther-loader

Another Examples

A full list of methods with example code can be found in the tests.

Note

I've recently started building this, and if anyone is interested,I would certainly appreciate a lot of feedback from everyone who has read/seen my little project, in any way (issue, pull request or whatever).However, right now I'm considering making it better to be more flexible and user-friendly for website scraping.

This is just the beginning, and I will continue to develop it as long as I can

License

The MIT License (MIT). Please see License File for more information.