Add support for libvips in addition to ImageMagick (#30090)
Co-authored-by: Claire <claire.github-309c@sitedethib.com>
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16 changed files with 392 additions and 23 deletions
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@ -5,12 +5,26 @@ module Paperclip
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def make
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return @file unless options[:style] == :small || options[:blurhash]
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pixels = convert(':source -depth 8 RGB:-', source: File.expand_path(@file.path)).unpack('C*')
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geometry = options.fetch(:file_geometry_parser).from_file(@file)
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width, height, data = blurhash_params
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# Guard against segfaults if data has unexpected size
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raise RangeError("Invalid image data size (expected #{width * height * 3}, got #{data.size})") if data.size != width * height * 3 # TODO: should probably be another exception type
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attachment.instance.blurhash = Blurhash.encode(geometry.width, geometry.height, pixels, **(options[:blurhash] || {}))
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attachment.instance.blurhash = Blurhash.encode(width, height, data, **(options[:blurhash] || {}))
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@file
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end
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private
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def blurhash_params
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if Rails.configuration.x.use_vips
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image = Vips::Image.thumbnail(@file.path, 100)
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[image.width, image.height, image.colourspace(:srgb).extract_band(0, n: 3).to_a.flatten]
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else
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pixels = convert(':source -depth 8 RGB:-', source: File.expand_path(@file.path)).unpack('C*')
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geometry = options.fetch(:file_geometry_parser).from_file(@file)
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[geometry.width, geometry.height, pixels]
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end
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end
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end
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end
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@ -7,15 +7,10 @@ module Paperclip
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MIN_CONTRAST = 3.0
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ACCENT_MIN_CONTRAST = 2.0
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FREQUENCY_THRESHOLD = 0.01
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BINS = 10
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def make
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depth = 8
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# Determine background palette by getting colors close to the image's edge only
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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)
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# Determine foreground palette from the whole image
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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)
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background_palette, foreground_palette = Rails.configuration.x.use_vips ? palettes_from_libvips : palettes_from_imagemagick
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background_color = background_palette.first || foreground_palette.first
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foreground_colors = []
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@ -78,6 +73,75 @@ module Paperclip
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private
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def palettes_from_libvips
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image = downscaled_image
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block_edge_dim = (image.height * 0.25).floor
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line_edge_dim = (image.width * 0.25).floor
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edge_image = begin
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top = image.crop(0, 0, image.width, block_edge_dim)
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bottom = image.crop(0, image.height - block_edge_dim, image.width, block_edge_dim)
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left = image.crop(0, block_edge_dim, line_edge_dim, image.height - (block_edge_dim * 2))
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right = image.crop(image.width - line_edge_dim, block_edge_dim, line_edge_dim, image.height - (block_edge_dim * 2))
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top.join(bottom, :vertical).join(left, :horizontal).join(right, :horizontal)
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end
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background_palette = palette_from_image(edge_image)
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foreground_palette = palette_from_image(image)
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[background_palette, foreground_palette]
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end
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def palettes_from_imagemagick
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depth = 8
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# Determine background palette by getting colors close to the image's edge only
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background_palette = palette_from_im_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)
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# Determine foreground palette from the whole image
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foreground_palette = palette_from_im_histogram(convert(':source -format %c -colors :quantity -depth :depth histogram:info:', source: File.expand_path(@file.path), quantity: 10, depth: depth), 10)
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[background_palette, foreground_palette]
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end
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def downscaled_image
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image = Vips::Image.new_from_file(@file.path, access: :random).thumbnail_image(100)
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image.colourspace(:srgb).extract_band(0, n: 3)
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end
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def palette_from_image(image)
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# `hist_find_ndim` will create a BINS×BINS×BINS 3D histogram of the image
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# represented as an image of size BINS×BINS with `BINS` bands.
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# The number of occurrences of a color (r, g, b) is thus encoded in band `b` at pixel position `(r, g)`
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histogram = image.hist_find_ndim(bins: BINS)
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# `histogram.max` returns an array of maxima with their pixel positions, but we don't know in which
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# band they are
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_, colors = histogram.max(size: 10, out_array: true, x_array: true, y_array: true)
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colors['out_array'].zip(colors['x_array'], colors['y_array']).map do |v, x, y|
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rgb_from_xyv(histogram, x, y, v)
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end.reverse
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end
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# rubocop:disable Naming/MethodParameterName
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def rgb_from_xyv(image, x, y, v)
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pixel = image.getpoint(x, y)
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# Unfortunately, we only have the first 2 dimensions, so try to
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# guess the third one by looking up the value
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# NOTE: this means that if multiple bins with the same `r` and `g`
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# components have the same number of occurrences, we will always return
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# the one with the lowest `b` value. This means that in case of a tie,
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# we will return the same color twice and skip the ones it tied with.
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z = pixel.find_index(v)
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r = (x + 0.5) * 256 / BINS
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g = (y + 0.5) * 256 / BINS
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b = (z + 0.5) * 256 / BINS
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ColorDiff::Color::RGB.new(r, g, b)
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end
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def w3c_contrast(color1, color2)
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luminance1 = (color1.to_xyz.y * 0.01) + 0.05
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luminance2 = (color2.to_xyz.y * 0.01) + 0.05
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@ -89,7 +153,6 @@ module Paperclip
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end
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end
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# rubocop:disable Naming/MethodParameterName
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def rgb_to_hsl(r, g, b)
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r /= 255.0
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g /= 255.0
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@ -170,7 +233,7 @@ module Paperclip
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ColorDiff::Color::RGB.new(*hsl_to_rgb(hue, saturation, light))
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end
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def palette_from_histogram(result, quantity)
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def palette_from_im_histogram(result, quantity)
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frequencies = result.scan(/([0-9]+):/).flatten.map(&:to_f)
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hex_values = result.scan(/\#([0-9A-Fa-f]{6,8})/).flatten
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total_frequencies = frequencies.sum.to_f
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141
lib/paperclip/vips_lazy_thumbnail.rb
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141
lib/paperclip/vips_lazy_thumbnail.rb
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@ -0,0 +1,141 @@
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# frozen_string_literal: true
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module Paperclip
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class LazyThumbnail < Paperclip::Processor
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GIF_MAX_FPS = 60
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GIF_MAX_FRAMES = 3000
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GIF_PALETTE_COLORS = 32
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ALLOWED_FIELDS = %w(
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icc-profile-data
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).freeze
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class PixelGeometryParser
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def self.parse(current_geometry, pixels)
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width = Math.sqrt(pixels * (current_geometry.width.to_f / current_geometry.height)).round.to_i
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height = Math.sqrt(pixels * (current_geometry.height.to_f / current_geometry.width)).round.to_i
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Paperclip::Geometry.new(width, height)
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end
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end
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def initialize(file, options = {}, attachment = nil)
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super
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@crop = options[:geometry].to_s[-1, 1] == '#'
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@current_geometry = options.fetch(:file_geometry_parser, Geometry).from_file(@file)
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@target_geometry = options[:pixels] ? PixelGeometryParser.parse(@current_geometry, options[:pixels]) : options.fetch(:string_geometry_parser, Geometry).parse(options[:geometry].to_s)
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@format = options[:format]
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@current_format = File.extname(@file.path)
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@basename = File.basename(@file.path, @current_format)
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correct_current_format!
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end
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def make
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return File.open(@file.path) unless needs_convert?
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dst = TempfileFactory.new.generate([@basename, @format ? ".#{@format}" : @current_format].join)
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if preserve_animation?
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if @target_geometry.nil? || (@current_geometry.width <= @target_geometry.width && @current_geometry.height <= @target_geometry.height)
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target_width = 'iw'
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target_height = 'ih'
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else
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scale = [@target_geometry.width.to_f / @current_geometry.width, @target_geometry.height.to_f / @current_geometry.height].min
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target_width = (@current_geometry.width * scale).round
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target_height = (@current_geometry.height * scale).round
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end
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# The only situation where we use crop on GIFs is cropping them to a square
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# aspect ratio, such as for avatars, so this is the only special case we
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# implement. If cropping ever becomes necessary for other situations, this will
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# need to be expanded.
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crop_width = crop_height = [target_width, target_height].min if @target_geometry&.square?
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filter = begin
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if @crop
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"scale=#{target_width}:#{target_height}:force_original_aspect_ratio=increase,crop=#{crop_width}:#{crop_height}"
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else
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"scale=#{target_width}:#{target_height}:force_original_aspect_ratio=decrease"
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end
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end
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command = Terrapin::CommandLine.new(Rails.configuration.x.ffmpeg_binary, '-nostdin -i :source -map_metadata -1 -fpsmax :max_fps -frames:v :max_frames -filter_complex :filter -y :destination', logger: Paperclip.logger)
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command.run({ source: @file.path, filter: "#{filter},split[a][b];[a]palettegen=max_colors=#{GIF_PALETTE_COLORS}[p];[b][p]paletteuse=dither=bayer", max_fps: GIF_MAX_FPS, max_frames: GIF_MAX_FRAMES, destination: dst.path })
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else
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transformed_image.write_to_file(dst.path, **save_options)
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end
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dst
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rescue Terrapin::ExitStatusError => e
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raise Paperclip::Error, "Error while optimizing #{@basename}: #{e}"
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rescue Terrapin::CommandNotFoundError
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raise Paperclip::Errors::CommandNotFoundError, 'Could not run the `ffmpeg` command. Please install ffmpeg.'
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end
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private
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def correct_current_format!
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# If the attachment was uploaded through a base64 payload, the tempfile
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# will not have a file extension. It could also have the wrong file extension,
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# depending on what the uploaded file was named. We correct for this in the final
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# file name, which is however not yet physically in place on the temp file, so we
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# need to use it here. Mind that this only reliably works if this processor is
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# the first in line and we're working with the original, unmodified file.
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@current_format = File.extname(attachment.instance_read(:file_name))
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end
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def transformed_image
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# libvips has some optimizations for resizing an image on load. If we don't need to
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# resize the image, we have to load it a different way.
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if @target_geometry.nil?
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Vips::Image.new_from_file(preserve_animation? ? "#{@file.path}[n=-1]" : @file.path, access: :sequential).copy.mutate do |mutable|
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(mutable.get_fields - ALLOWED_FIELDS).each do |field|
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mutable.remove!(field)
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end
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end
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else
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Vips::Image.thumbnail(@file.path, @target_geometry.width, height: @target_geometry.height, **thumbnail_options).mutate do |mutable|
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(mutable.get_fields - ALLOWED_FIELDS).each do |field|
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mutable.remove!(field)
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end
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end
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end
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end
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def thumbnail_options
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@crop ? { crop: :centre } : { size: :down }
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end
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def save_options
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case @format
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when 'jpg'
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{ Q: 90, interlace: true }
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else
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{}
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end
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end
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def preserve_animation?
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@format == 'gif' || (@format.blank? && @current_format == '.gif')
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end
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def needs_convert?
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needs_different_geometry? || needs_different_format? || needs_metadata_stripping?
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end
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def needs_different_geometry?
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(options[:geometry] && @current_geometry.width != @target_geometry.width && @current_geometry.height != @target_geometry.height) ||
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(options[:pixels] && @current_geometry.width * @current_geometry.height > options[:pixels])
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end
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def needs_different_format?
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@format.present? && @current_format != ".#{@format}"
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end
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def needs_metadata_stripping?
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@attachment.instance.respond_to?(:local?) && @attachment.instance.local?
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end
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end
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end
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