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authorEugen Rochko <eugen@zeonfederated.com>2020-07-05 18:28:25 +0200
committerGitHub <noreply@github.com>2020-07-05 18:28:25 +0200
commit99f3a5554074d9a12619797c474b3de4c6085f02 (patch)
treed0b190d57da39c764b0dde853f072a6479534845 /lib/paperclip
parent2f2ab48b750ab1fb62a9b7a3ea1c8cc52f3c7366 (diff)
Add color extraction for audio thumbnails (#14209)
Diffstat (limited to 'lib/paperclip')
-rw-r--r--lib/paperclip/color_extractor.rb189
-rw-r--r--lib/paperclip/transcoder_extensions.rb14
2 files changed, 203 insertions, 0 deletions
diff --git a/lib/paperclip/color_extractor.rb b/lib/paperclip/color_extractor.rb
new file mode 100644
index 00000000000..44fe5ff1daf
--- /dev/null
+++ b/lib/paperclip/color_extractor.rb
@@ -0,0 +1,189 @@
+# frozen_string_literal: true
+
+require 'mime/types/columnar'
+
+module Paperclip
+ class ColorExtractor < Paperclip::Processor
+ MIN_CONTRAST = 3.0
+ FREQUENCY_THRESHOLD = 0.01
+
+ def make
+ depth = 8
+
+ # Determine background palette by getting colors close to the image's edge only
+ background_palette = palette_from_histogram(convert(':source -alpha set -gravity Center -region 75%x75% -fill None -colorize 100% -alpha transparent +region -format %c -colors :quantity -depth :depth histogram:info:', source: File.expand_path(@file.path), quantity: 10, depth: depth), 10)
+
+ # Determine foreground palette from the whole image
+ foreground_palette = palette_from_histogram(convert(':source -format %c -colors :quantity -depth :depth histogram:info:', source: File.expand_path(@file.path), quantity: 10, depth: depth), 10)
+
+ background_color = background_palette.first || foreground_palette.first
+ foreground_colors = []
+
+ return @file if background_color.nil?
+
+ max_distance = 0
+ max_distance_color = nil
+
+ foreground_palette.each do |color|
+ distance = ColorDiff.between(background_color, color)
+
+ if distance > max_distance
+ max_distance = distance
+ max_distance_color = color
+ end
+ end
+
+ foreground_colors << max_distance_color unless max_distance_color.nil?
+
+ max_distance = 0
+ max_distance_color = nil
+
+ foreground_palette.each do |color|
+ distance = ColorDiff.between(background_color, color)
+ contrast = w3c_contrast(background_color, color)
+
+ if distance > max_distance && contrast >= MIN_CONTRAST && !foreground_colors.include?(color)
+ max_distance = distance
+ max_distance_color = color
+ end
+ end
+
+ foreground_colors << max_distance_color unless max_distance_color.nil?
+
+ # If we don't have enough colors for accent and foreground, generate
+ # new ones by manipulating the background color
+ (2 - foreground_colors.size).times do |i|
+ foreground_colors << lighten_or_darken(background_color, 35 + (15 * i))
+ end
+
+ # We want the color with the highest contrast to background to be the foreground one,
+ # and the one with the highest saturation to be the accent one
+ foreground_color = foreground_colors.max_by { |rgb| w3c_contrast(background_color, rgb) }
+ accent_color = foreground_colors.max_by { |rgb| rgb_to_hsl(rgb.r, rgb.g, rgb.b)[1] }
+
+ meta = {
+ colors: {
+ background: rgb_to_hex(background_color),
+ foreground: rgb_to_hex(foreground_color),
+ accent: rgb_to_hex(accent_color),
+ },
+ }
+
+ attachment.instance.file.instance_write(:meta, (attachment.instance.file.instance_read(:meta) || {}).merge(meta))
+
+ @file
+ end
+
+ private
+
+ def w3c_contrast(color1, color2)
+ luminance1 = (0.2126 * color1.r + 0.7152 * color1.g + 0.0722 * color1.b) + 0.05
+ luminance2 = (0.2126 * color2.r + 0.7152 * color2.g + 0.0722 * color2.b) + 0.05
+
+ if luminance1 > luminance2
+ luminance1 / luminance2
+ else
+ luminance2 / luminance1
+ end
+ end
+
+ # rubocop:disable Style/MethodParameterName
+ def rgb_to_hsl(r, g, b)
+ r /= 255.0
+ g /= 255.0
+ b /= 255.0
+ max = [r, g, b].max
+ min = [r, g, b].min
+ h = (max + min) / 2.0
+ s = (max + min) / 2.0
+ l = (max + min) / 2.0
+
+ if max == min
+ h = 0
+ s = 0 # achromatic
+ else
+ d = max - min
+ s = l >= 0.5 ? d / (2.0 - max - min) : d / (max + min)
+
+ case max
+ when r
+ h = (g - b) / d + (g < b ? 6.0 : 0)
+ when g
+ h = (b - r) / d + 2.0
+ when b
+ h = (r - g) / d + 4.0
+ end
+
+ h /= 6.0
+ end
+
+ [(h * 360).round, (s * 100).round, (l * 100).round]
+ end
+
+ def hue_to_rgb(p, q, t)
+ t += 1 if t.negative?
+ t -= 1 if t > 1
+
+ return (p + (q - p) * 6 * t) if t < 1 / 6.0
+ return q if t < 1 / 2.0
+ return (p + (q - p) * (2 / 3.0 - t) * 6) if t < 2 / 3.0
+
+ p
+ end
+
+ def hsl_to_rgb(h, s, l)
+ h /= 360.0
+ s /= 100.0
+ l /= 100.0
+
+ r = 0.0
+ g = 0.0
+ b = 0.0
+
+ if s == 0.0
+ r = l.to_f
+ g = l.to_f
+ b = l.to_f # achromatic
+ else
+ q = l < 0.5 ? l * (1 + s) : l + s - l * s
+ p = 2 * l - q
+ r = hue_to_rgb(p, q, h + 1 / 3.0)
+ g = hue_to_rgb(p, q, h)
+ b = hue_to_rgb(p, q, h - 1 / 3.0)
+ end
+
+ [(r * 255).round, (g * 255).round, (b * 255).round]
+ end
+ # rubocop:enable Style/MethodParameterName
+
+ def lighten_or_darken(color, by)
+ hue, saturation, light = rgb_to_hsl(color.r, color.g, color.b)
+
+ light = begin
+ if light < 50
+ [100, light + by].min
+ else
+ [0, light - by].max
+ end
+ end
+
+ ColorDiff::Color::RGB.new(*hsl_to_rgb(hue, saturation, light))
+ end
+
+ def palette_from_histogram(result, quantity)
+ frequencies = result.scan(/([0-9]+)\:/).flatten.map(&:to_f)
+ hex_values = result.scan(/\#([0-9A-Fa-f]{6,8})/).flatten
+ total_frequencies = frequencies.reduce(&:+).to_f
+
+ frequencies.map.with_index { |f, i| [f / total_frequencies, hex_values[i]] }
+ .sort_by { |r| -r[0] }
+ .reject { |r| r[1].size == 8 && r[1].end_with?('00') }
+ .map { |r| ColorDiff::Color::RGB.new(*r[1][0..5].scan(/../).map { |c| c.to_i(16) }) }
+ .slice(0, quantity)
+ end
+
+ def rgb_to_hex(rgb)
+ '#%02x%02x%02x' % [rgb.r, rgb.g, rgb.b]
+ end
+ end
+end
diff --git a/lib/paperclip/transcoder_extensions.rb b/lib/paperclip/transcoder_extensions.rb
new file mode 100644
index 00000000000..c0b2447f3ea
--- /dev/null
+++ b/lib/paperclip/transcoder_extensions.rb
@@ -0,0 +1,14 @@
+# frozen_string_literal: true
+
+module Paperclip
+ module TranscoderExtensions
+ # Prevent the transcoder from modifying our meta hash
+ def initialize(file, options = {}, attachment = nil)
+ meta_value = attachment&.instance_read(:meta)
+ super
+ attachment&.instance_write(:meta, meta_value)
+ end
+ end
+end
+
+Paperclip::Transcoder.prepend(Paperclip::TranscoderExtensions)