Open Source Automated Visual Testing
Tags: python, seleniumbase, testing
Published: 2020-12-05 21:50:23

---
title: Open Source Automated Visual Testing
published: true
description: Automated Visual Testing with SeleniumBase
tags: #Python, #SeleniumBase, #Testing
cover_image: https://seleniumbase.io/cdn/img/github_demo.png
---

Automated Visual Regression Testing can help you detect when the layout of a web page has changed. Instead of comparing pixels from screenshots, layout differences can be detected by comparing HTML tags and attributes with a baseline. If a change is detected, it could mean that something broke, the web page was redesigned, or dynamic content changed.

<p>(<b><a href="https://www.youtube.com/watch?v=erwkoiDeNzA">Watch the tutorial on YouTube ↘️</a></b>)</p>

[<img src="https://img.youtube.com/vi/erwkoiDeNzA/0.jpg" title="Automated Visual Regression Testing" width="376">](https://www.youtube.com/watch?v=erwkoiDeNzA)

To handle automated visual testing, SeleniumBase uses the ``self.check_window()`` method, which can set visual baselines for comparison and then compare the latest versions of web pages to the existing baseline.

The first time a test calls ``self.check_window()`` with a unique "name" parameter, the visual baseline is set, which means a folder is created with the following files:
* page_url.txt  ->  The URL of the current window
* screenshot.png  -> A screenshot of the current window
* tags_level1.txt  ->  HTML tags from the window
* tags_level2.txt  ->  HTML tags + attribute names
* tags_level3.txt  ->  HTML tags + attribute names+values

After the first time ``self.check_window()`` is called, later calls will compare the HTML tags and attributes of the latest window to the ones from the first call (<i>or to the ones from the call when the baseline was last reset</i>).

Here's an example call:
```
self.check_window(name="first_test)", level=3)
```
On the first run (<i>or if the baseline is being set/reset</i>) the "level" doesn't matter because that's only used for comparing the current layout to the existing baseline.

Here's how the level system works:
* level=0 ->
    DRY RUN ONLY - Will perform a comparison to the baseline, and print out any differences that are found, but won't fail the test even if differences exist.
* level=1 ->
    HTML tags are compared to tags_level1.txt
* level=2 ->
    HTML tags and attribute names are compared to tags_level2.txt
* level=3 ->
    HTML tags and attribute names+values are compared to tags_level3.txt

As shown, Level-3 is the most strict, Level-1 is the least strict. If the comparisons from the latest window to the existing baseline don't match, the current test will fail, except for Level-0 checks, which print Level-3 results without failing the test.

You can reset the visual baseline on the command line by adding the following parameter at runtime:
``--visual_baseline``

As long as ``--visual_baseline`` is used on the command line while running tests, the ``self.check_window()`` method cannot fail because it will rebuild the visual baseline rather than comparing the html tags of the latest run to the existing baseline. If there are any expected layout changes to a website that you're testing, you'll need to reset the baseline to prevent unnecessary failures.

``self.check_window()`` will fail with "Page Domain Mismatch Failure" if the domain of the current URL doesn't match the domain of the baseline URL.

If you want to use ``self.check_window()`` to compare a web page to a later version of itself in the same test, add the ``baseline=True`` parameter to your first ``self.check_window()`` call to use that as the baseline. (<i>This only makes sense if you're calling ``self.check_window()`` more than once with the same "name" parameter in the same test.</i>)

Automated Visual Testing with ``self.check_window()`` is not very effective for websites that have dynamic content because that changes the layout and structure of web pages. For those pages, you're much better off using regular SeleniumBase functional testing, unless you can remove the dynamic content before performing the comparison, (such as by using ``self.ad_block()`` to remove dynamic ad content on a web page).

Example usage of ``self.check_window()`` with different levels:
```python
    self.check_window(name="testing", level=0)
    self.check_window(name="xkcd_home", level=1)
    self.check_window(name="github_page", level=2)
    self.check_window(name="wikipedia_page", level=3)

    self.check_window(name="helloworld", baseline=True)
    ### Do something that may change the web page
    self.check_window(name="helloworld", level=3)
```

Here's an example where clicking a button makes a hidden element visible:
```python
from seleniumbase import BaseCase

class VisualLayoutTest(BaseCase):

    def test_applitools_layout_change_failure(self):
        self.open('https://applitools.com/helloworld?diff1')
        print('\nCreating baseline in "visual_baseline" folder.')
        self.check_window(name="helloworld", baseline=True)
        # Click a button that changes the text of an element
        self.click('a[href="?diff1"]')
        # Click a button that makes a hidden element visible
        self.click("button")
        self.check_window(name="helloworld", level=3)
```
Here's the output of that: (<i>Text changes do not impact visual comparisons</i>)
```
AssertionError:
First differing element 39:
['div', [['class', ['section', 'hidden-section', 'image-section']]]]
['div', [['class', ['section', 'image-section']]]]

-  ['div', [['class', ['section', 'hidden-section', 'image-section']]]],
?                                ------------------
+  ['div', [['class', ['section', 'image-section']]]],
*
*** Exception: <Level 3> Visual Diff Failure:
* HTML tag attribute values don't match the baseline!
```

Here's an example where a button is removed from a web page:
```python
from seleniumbase import BaseCase

class VisualLayoutTest(BaseCase):

    def test_python_home_layout_change_failure(self):
        self.open('https://python.org/')
        print('\nCreating baseline in "visual_baseline" folder.')
        self.check_window(name="python_home", baseline=True)
        # Remove the "Donate" button
        self.remove_element('a.donate-button')
        self.check_window(name="python_home", level=3)
```
Here's the output of that:
```
AssertionError:
First differing element 33:
['a', [['class', ['donate-button']], ['href', '/psf/donations/']]]
['div', [['class', ['options-bar']]]]

-  ['a', [['class', ['donate-button']], ['href', '/psf/donations/']]],
-     'display: list-item; opacity: 0.995722;']]],
?                         -------------------
+     'display: list-item;']]],
*
*** Exception: <Level 3> Visual Diff Failure:
* HTML tag attribute values don't match the baseline!

```

Here's an example where a web site logo is resized:
```python
from seleniumbase import BaseCase

class VisualLayoutTest(BaseCase):

    def test_xkcd_layout_change_failure(self):
        self.open('https://xkcd.com/554/')
        print('\nCreating baseline in "visual_baseline" folder.')
        self.check_window(name="xkcd_554", baseline=True)
        # Change height: (83 -> 130) , Change width: (185 -> 120)
        self.set_attribute('[alt="xkcd.com logo"]', "height", "130")
        self.set_attribute('[alt="xkcd.com logo"]', "width", "120")
        self.check_window(name="xkcd_554", level=3)
```
Here's the output of that:
```
AssertionError:
First differing element 22:
['img[30 chars]['height', '83'], ['src', '/s/0b7742.png'], ['width', '185']]]
['img[30 chars]['height', '130'], ['src', '/s/0b7742.png'], ['width', '120']]]

-    ['height', '83'],
?                ^
+    ['height', '130'],
?                ^ +
-    ['width', '185']]],
?                ^^
+    ['width', '120']]],
?                ^^
*
*** Exception: <Level 3> Visual Diff Failure:
* HTML tag attribute values don't match the baseline!
```

To run the example (from [examples/visual_testing/](https://github.com/seleniumbase/SeleniumBase/blob/master/examples/visual_testing/)) with a pytest HTML Report, use:
```
pytest test_layout_fail.py --html=report.html
```
Here's what the pytest HTML Report looks like:<br />
[<img src="https://seleniumbase.io/cdn/img/visual_testing_report_2.png" title="Test Report">](https://seleniumbase.io/cdn/img/visual_testing_report_2.png)

--------

In conclusion, open source automated visual testing tools are being built directly into test frameworks, and this trend is growing. Just like many years ago when free Wi-Fi at coffee shops replaced Internet cafes that charged money for Internet access, open source tools for visual testing will replace their paid counterparts in time. You'll remember this next time you're sipping your Starbucks® Pumpkin Spice Latte with your free Internet access, instead of paying for Internet at cybercafes.

--------

Original tutorial at: [SeleniumBase.io => Visual Testing](https://seleniumbase.io/examples/visual_testing/ReadMe/)
YouTube link: [SeleniumBase Visual Testing](https://www.youtube.com/watch?v=erwkoiDeNzA)
Cover Photo: [seleniumbase.io/devices/?url=github.com](https://seleniumbase.io/devices/?url=github.com)
SeleniumBase GitHub: [github.com/seleniumbase/SeleniumBase](https://github.com/seleniumbase/SeleniumBase/)