instantink/image_compare

Image comparison lib built on top of ChunkyPNG (Ruby)

ImageCompare

Compare PNG images in pure Ruby (uses ChunkyPNG) using different algorithms. This is a utility library for image regression testing.

Installation

Add this line to your application's Gemfile:

gem "image_compare"

Or adding to your project:

# my-cool-gem.gemspec
Gem::Specification.new do |spec|
  # ...
  spec.add_dependency "image_compare"
  # ...
end

Additionally, you may want to install oily_png to improve performance when using MRI. Just install it globally or add to your Gemfile.

Modes

ImageCompare supports different ways (modes) of comparing images.

Source images used in examples:

a.png

b.png

a1.png

Base (Color) mode (a.png X a1.png)

Compare pixels, resulting score is a ratio of unequal pixels (with respect to provided tolerance).

Resulting diff contains version of the first image with different pixels highlighted in red and red bounding box.

Usage

# Create new matcher with default threshold equals to 0
# and base (Color) mode
cmp = ImageCompare::Matcher.new
cmp.mode #=> ImageCompare::Modes::Color

# Create new matcher with default threshold equals to 0
# and base (RGB) mode
cmp = ImageCompare::Matcher.new mode: :rgb
cmp.mode #=> ImageCompare::Modes::RGB

# Create matcher with specific threshold
cmp = ImageCompare::Matcher.new threshold: 0.05
cmp.threshold #=> 0.05

# or with a lower threshold (in case you want to test that there is some difference)
cmp = ImageCompare::Matcher.new lower_threshold: 0.01
cmp.lower_threshold #=> 0.01

# Create zero-tolerance grayscale matcher
cmp = ImageCompare::Matcher.new mode: :grayscale, tolerance: 0
cmp.mode #=> ImageCompare::Modes::Grayscale

res = cmp.compare("path/image1.png", "path/image2.png")
res #=> ImageCompare::Result
res.match? #=> true
res.score #=> 0.0

# Return diff image object
res.difference_image #=> ImageCompare::Image
res.difference_image.save(result)

# without explicit matcher
res = ImageCompare.compare("path/image1.png", "path/image2.png", options)
res.match? #=> true
res.score #=> 0.0

# equals to
res = ImageCompare::Matcher.new(options).compare("my_images_path/image1.png", "my_images_path/image2.png")
res.match? #=> true
res.score #=> 0.0

Excluding rectangle (a.png X a1.png)

You can exclude rectangle from comparing by passing :exclude_rects to compare. E.g., if path_1 and path_2 contain images above

ImageCompare.compare("path/image1.png", "path/image2.png", mode: :rgb, exclude_rects: [[170, 221, 188, 246], [289, 221, 307, 246]]).match? # => true

# or

cmp = ImageCompare::Matcher.new mode: :rgb, exclude_rect: [[170, 221, 188, 246], [289, 221, 307, 246]]
res = cmp.compare("path/image1.png", "path/image2.png")
res #=> ImageCompare::Result
res.match? #=> true
res.score #=> 0.0

# Return diff image object
res.difference_image #=> ImageCompare::Image
res.difference_image.save("path/diff.png")

[[170, 221, 188, 246],[289, 221, 307, 246]] is a set of multiple areas, containing area not to be considered in comparison, each area is an array of two vertices of rectangle -- (170, 121) is left-top vertex and (288, 246) is right-bottom.

Cucumber + Capybara example

support/env.rb:

require "image_compare"

support/capybara_extensions.rb:

# frozen_string_literal: true

Capybara::Node::Element.class_eval do
  def rect_area
    rect_area = self.evaluate_script("this.getBoundingClientRect()") # rubocop:disable Style/RedundantSelf

    [
      rect_area["left"].to_f.round,
      rect_area["top"].to_f.round,
      rect_area["right"].to_f.round,
      rect_area["bottom"].to_f.round
    ]
  rescue StandardError => e # rubocop:disable Style/RescueStandardError
    raise "Error getting element rect area: #{e.inspect}!"
  end
end

steps/my_step.rb:

my_element = page.find("#my_element").rect_area

cmp = ImageCompare::Matcher.new exclude_rect: my_element.rect_area
res = cmp.compare("path/image1.png", "path/image2.png")
res.difference_image.save("path/diff.png")

expect(res.match?).to eq(true)

Including rectangle

You can set bounds of comparing by passing :include_rect to compare with array similar to previous example

Contributing

Bug reports and pull requests are welcome on GitHub at https://github.com/instantink/image_compare.

Running tests and code inspections

• rake rubocop
• rake rubocop:md
• rake spec
• ruby examples/performance.rb Create the "gemfile.local" file with the content below to run the performance tests:

# frozen_string_literal: true

source "https://rubygems.org"
gem "benchmark-ips", "~> 2.7", ">= 2.7.2"

License

The gem is available as open source under the terms of the MIT License.

image_compare's Issues

Improve the visualization of differences

Improve the visualization of differences, separating each point into its own areas and discriminating each one with its own rectangles.