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// <copyright file="BoxBlur.cs" company="James Jackson-South">
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// Copyright (c) James Jackson-South and contributors.
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// Licensed under the Apache License, Version 2.0.
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namespace ImageProcessorCore |
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{ |
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using Processors; |
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/// <summary>
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/// Extension methods for the <see cref="Image{T,TP}"/> type.
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/// </summary>
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public static partial class ImageExtensions |
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{ |
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/// <summary>
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/// Applies a box blur to the image.
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/// </summary>
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/// <typeparam name="T">The pixel format.</typeparam>
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/// <typeparam name="TP">The packed format. <example>long, float.</example></typeparam>
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/// <param name="source">The image this method extends.</param>
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/// <param name="radius">The 'radius' value representing the size of the area to sample.</param>
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/// <param name="progressHandler">A delegate which is called as progress is made processing the image.</param>
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/// <returns>The <see cref="Image{T,TP}"/>.</returns>
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public static Image<T, TP> BoxBlur<T, TP>(this Image<T, TP> source, int radius = 7, ProgressEventHandler progressHandler = null) |
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where T : IPackedVector<TP> |
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where TP : struct |
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{ |
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return BoxBlur(source, radius, source.Bounds, progressHandler); |
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} |
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/// <summary>
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/// Applies a box blur to the image.
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/// </summary>
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/// <typeparam name="T">The pixel format.</typeparam>
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/// <typeparam name="TP">The packed format. <example>long, float.</example></typeparam>
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/// <param name="source">The image this method extends.</param>
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/// <param name="radius">The 'radius' value representing the size of the area to sample.</param>
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/// <param name="rectangle">
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/// The <see cref="Rectangle"/> structure that specifies the portion of the image object to alter.
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/// </param>
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/// <param name="progressHandler">A delegate which is called as progress is made processing the image.</param>
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/// <returns>The <see cref="Image{T,TP}"/>.</returns>
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public static Image<T, TP> BoxBlur<T, TP>(this Image<T, TP> source, int radius, Rectangle rectangle, ProgressEventHandler progressHandler = null) |
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where T : IPackedVector<TP> |
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where TP : struct |
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{ |
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BoxBlurProcessor<T, TP> processor = new BoxBlurProcessor<T, TP>(radius); |
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processor.OnProgress += progressHandler; |
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try |
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{ |
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return source.Process(rectangle, processor); |
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} |
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finally |
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{ |
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processor.OnProgress -= progressHandler; |
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} |
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} |
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} |
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} |
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@ -0,0 +1,107 @@ |
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// <copyright file="BoxBlurProcessor.cs" company="James Jackson-South">
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// Copyright (c) James Jackson-South and contributors.
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// Licensed under the Apache License, Version 2.0.
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// </copyright>
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namespace ImageProcessorCore.Processors |
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{ |
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/// <summary>
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/// Applies a Box blur filter to the image.
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/// </summary>
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/// <typeparam name="T">The pixel format.</typeparam>
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/// <typeparam name="TP">The packed format. <example>long, float.</example></typeparam>
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public class BoxBlurProcessor<T, TP> : Convolution2PassFilter<T, TP> |
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where T : IPackedVector<TP> |
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where TP : struct |
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{ |
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/// <summary>
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/// The maximum size of the kernal in either direction.
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/// </summary>
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private readonly int kernelSize; |
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/// <summary>
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/// The vertical kernel
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/// </summary>
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private float[,] kernelY; |
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/// <summary>
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/// The horizontal kernel
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/// </summary>
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private float[,] kernelX; |
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/// <summary>
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/// Initializes a new instance of the <see cref="GuassianBlurProcessor"/> class.
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/// </summary>
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/// <param name="radius">
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/// The 'radius' value representing the size of the area to sample.
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/// </param>
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public BoxBlurProcessor(int radius = 7) |
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{ |
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this.kernelSize = (radius * 2) + 1; |
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} |
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/// <inheritdoc/>
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public override float[,] KernelX => this.kernelX; |
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/// <inheritdoc/>
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public override float[,] KernelY => this.kernelY; |
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/// <inheritdoc/>
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protected override void OnApply(ImageBase<T, TP> target, ImageBase<T, TP> source, Rectangle targetRectangle, Rectangle sourceRectangle) |
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{ |
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if (this.kernelY == null) |
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{ |
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this.kernelY = this.CreateBoxKernel(false); |
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} |
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if (this.kernelX == null) |
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{ |
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this.kernelX = this.CreateBoxKernel(true); |
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} |
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} |
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/// <summary>
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/// Create a 1 dimensional Box kernel.
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/// </summary>
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/// <param name="horizontal">Whether to calculate a horizontal kernel.</param>
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/// <returns>The <see cref="T:float[,]"/></returns>
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private float[,] CreateBoxKernel(bool horizontal) |
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{ |
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int size = this.kernelSize; |
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float[,] kernel = horizontal ? new float[1, size] : new float[size, 1]; |
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float sum = 0.0f; |
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for (int i = 0; i < size; i++) |
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{ |
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float x = 1; |
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sum += x; |
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if (horizontal) |
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{ |
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kernel[0, i] = x; |
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} |
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else |
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{ |
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kernel[i, 0] = x; |
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} |
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} |
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// Normalise kernel so that the sum of all weights equals 1
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if (horizontal) |
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{ |
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for (int i = 0; i < size; i++) |
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{ |
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kernel[0, i] = kernel[0, i] / sum; |
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} |
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} |
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else |
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{ |
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for (int i = 0; i < size; i++) |
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{ |
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kernel[i, 0] = kernel[i, 0] / sum; |
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} |
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} |
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return kernel; |
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} |
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} |
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} |
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// <copyright file="BoxBlurTest.cs" company="James Jackson-South">
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// Copyright (c) James Jackson-South and contributors.
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// Licensed under the Apache License, Version 2.0.
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// </copyright>
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namespace ImageProcessorCore.Tests |
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{ |
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using System.IO; |
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using Xunit; |
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public class BoxBlurTest : FileTestBase |
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{ |
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public static readonly TheoryData<int> BoxBlurValues |
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= new TheoryData<int> |
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{ |
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3 , |
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5 , |
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}; |
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[Theory] |
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[MemberData("BoxBlurValues")] |
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public void ImageShouldApplyBoxBlurFilter(int value) |
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{ |
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const string path = "TestOutput/BoxBlur"; |
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if (!Directory.Exists(path)) |
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{ |
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Directory.CreateDirectory(path); |
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} |
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foreach (string file in Files) |
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{ |
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using (FileStream stream = File.OpenRead(file)) |
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{ |
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string filename = Path.GetFileNameWithoutExtension(file) + "-" + value + Path.GetExtension(file); |
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Image image = new Image(stream); |
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using (FileStream output = File.OpenWrite($"{path}/{filename}")) |
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{ |
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image.BoxBlur(value) |
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.Save(output); |
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} |
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} |
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} |
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} |
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} |
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} |
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