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| 1 | +using System; |
| 2 | +using Xunit; |
| 3 | + |
| 4 | +namespace SkiaSharp.Extended.Tests |
| 5 | +{ |
| 6 | + public class SKPixelComparerCompareTest : SKPixelComparerTestBase |
| 7 | + { |
| 8 | + [Theory] |
| 9 | + [InlineData(0xFFFFFFFF, 0xFF000000, 19125, 25)] |
| 10 | + [InlineData(0xFF000000, 0xFFFFFFFF, 19125, 25)] |
| 11 | + [InlineData(0xFF000000, 0xFF000001, 25, 25)] |
| 12 | + [InlineData(0xFFFFFFFF, 0xFFFFFFFF, 0, 0)] |
| 13 | + [InlineData(0xFF000000, 0xFF000000, 0, 0)] |
| 14 | + [InlineData(0xFF000001, 0xFF000001, 0, 0)] |
| 15 | + [InlineData(0xFF00FF00, 0xFF00FF00, 0, 0)] |
| 16 | + public void DifferentImagesReportDifferenceCorrectly(uint firstColor, uint secondColor, int absolute, int count) |
| 17 | + { |
| 18 | + using var first = CreateTestImage(firstColor); |
| 19 | + using var second = CreateTestImage(secondColor); |
| 20 | + |
| 21 | + var result = SKPixelComparer.Compare(first, second); |
| 22 | + |
| 23 | + Assert.Equal(count, result.ErrorPixelCount); |
| 24 | + Assert.Equal(25, result.TotalPixels); |
| 25 | + Assert.Equal(absolute, result.AbsoluteError); |
| 26 | + } |
| 27 | + |
| 28 | + [Theory] |
| 29 | + [InlineData(0xFFFFFFFF, 0xFF000000, 19125, 25)] |
| 30 | + [InlineData(0xFF000000, 0xFFFFFFFF, 19125, 25)] |
| 31 | + [InlineData(0xFF000000, 0xFF000001, 25, 25)] |
| 32 | + [InlineData(0xFFFFFFFF, 0xFFFFFFFF, 0, 0)] |
| 33 | + [InlineData(0xFF000000, 0xFF000000, 0, 0)] |
| 34 | + [InlineData(0xFF000001, 0xFF000001, 0, 0)] |
| 35 | + [InlineData(0xFF00FF00, 0xFF00FF00, 0, 0)] |
| 36 | + public void DifferentBitmapsReportDifferenceCorrectly(uint firstColor, uint secondColor, int absolute, int count) |
| 37 | + { |
| 38 | + using var first = CreateTestBitmap(firstColor); |
| 39 | + using var second = CreateTestBitmap(secondColor); |
| 40 | + |
| 41 | + var result = SKPixelComparer.Compare(first, second); |
| 42 | + |
| 43 | + Assert.Equal(count, result.ErrorPixelCount); |
| 44 | + Assert.Equal(25, result.TotalPixels); |
| 45 | + Assert.Equal(absolute, result.AbsoluteError); |
| 46 | + } |
| 47 | + |
| 48 | + [Theory] |
| 49 | + [InlineData(0xFFFFFFFF, 0xFF000000, 19125, 25)] |
| 50 | + [InlineData(0xFF000000, 0xFFFFFFFF, 19125, 25)] |
| 51 | + [InlineData(0xFF000000, 0xFF000001, 25, 25)] |
| 52 | + [InlineData(0xFFFFFFFF, 0xFFFFFFFF, 0, 0)] |
| 53 | + [InlineData(0xFF000000, 0xFF000000, 0, 0)] |
| 54 | + [InlineData(0xFF000001, 0xFF000001, 0, 0)] |
| 55 | + [InlineData(0xFF00FF00, 0xFF00FF00, 0, 0)] |
| 56 | + public void DifferentPixmapsReportDifferenceCorrectly(uint firstColor, uint secondColor, int absolute, int count) |
| 57 | + { |
| 58 | + using var firstBitmap = CreateTestBitmap(firstColor); |
| 59 | + using var first = firstBitmap.PeekPixels(); |
| 60 | + using var secondBitmap = CreateTestBitmap(secondColor); |
| 61 | + using var second = secondBitmap.PeekPixels(); |
| 62 | + |
| 63 | + var result = SKPixelComparer.Compare(first, second); |
| 64 | + |
| 65 | + Assert.Equal(count, result.ErrorPixelCount); |
| 66 | + Assert.Equal(25, result.TotalPixels); |
| 67 | + Assert.Equal(absolute, result.AbsoluteError); |
| 68 | + } |
| 69 | + |
| 70 | + [Theory] |
| 71 | + [InlineData(jpgFirst, jpgFirst)] |
| 72 | + [InlineData(pngFirst, pngFirst)] |
| 73 | + [InlineData(jpgSecond, jpgSecond)] |
| 74 | + [InlineData(pngSecond, pngSecond)] |
| 75 | + public void SameImagesReportNoDifference(string first, string second) |
| 76 | + { |
| 77 | + using var firstImage = SKImage.FromEncodedData(GetImagePath(first)); |
| 78 | + using var secondImage = SKImage.FromEncodedData(GetImagePath(second)); |
| 79 | + |
| 80 | + var result = SKPixelComparer.Compare(firstImage, secondImage); |
| 81 | + |
| 82 | + Assert.Equal(0, result.ErrorPixelCount); |
| 83 | + Assert.Equal(300104, result.TotalPixels); |
| 84 | + Assert.Equal(0, result.AbsoluteError); |
| 85 | + } |
| 86 | + |
| 87 | + [Theory] |
| 88 | + [InlineData(jpgFirst, jpgSecond, 2259184, 15870, 0.05288166768853464)] |
| 89 | + [InlineData(pngFirst, pngSecond, 2249290, 12570, 0.041885479700370536)] |
| 90 | + public void SimilarFilesAreSimilar(string first, string second, int expAbsError, int expPixError, double expPixPercent) |
| 91 | + { |
| 92 | + var result = SKPixelComparer.Compare(GetImagePath(first), GetImagePath(second)); |
| 93 | + |
| 94 | + Assert.Equal(expAbsError, result.AbsoluteError); |
| 95 | + Assert.Equal(expPixError, result.ErrorPixelCount); |
| 96 | + Assert.Equal(expPixPercent, result.ErrorPixelPercentage); |
| 97 | + } |
| 98 | + |
| 99 | + [Theory] |
| 100 | + [InlineData(jpgFirst, jpgSecond, 2259184, 15870, 0.05288166768853464)] |
| 101 | + [InlineData(pngFirst, pngSecond, 2249290, 12570, 0.041885479700370536)] |
| 102 | + public void SimilarImagesAreSimilar(string first, string second, int expAbsError, int expPixError, double expPixPercent) |
| 103 | + { |
| 104 | + using var firstImage = SKImage.FromEncodedData(GetImagePath(first)); |
| 105 | + using var secondImage = SKImage.FromEncodedData(GetImagePath(second)); |
| 106 | + |
| 107 | + var result = SKPixelComparer.Compare(firstImage, secondImage); |
| 108 | + |
| 109 | + Assert.Equal(expAbsError, result.AbsoluteError); |
| 110 | + Assert.Equal(expPixError, result.ErrorPixelCount); |
| 111 | + Assert.Equal(expPixPercent, result.ErrorPixelPercentage); |
| 112 | + } |
| 113 | + |
| 114 | + [Theory] |
| 115 | + [InlineData(jpgFirst, pngFirst, 884487, 231040, 0.7698664462986164)] |
| 116 | + [InlineData(jpgSecond, pngSecond, 873399, 221697, 0.7387339055793991)] |
| 117 | + public void SimilarFilesAreCompressedDifferent(string first, string second, int expAbsError, int expPixError, double expPixPercent) |
| 118 | + { |
| 119 | + var result = SKPixelComparer.Compare(GetImagePath(first), GetImagePath(second)); |
| 120 | + |
| 121 | + Assert.Equal(expAbsError, result.AbsoluteError); |
| 122 | + Assert.Equal(expPixError, result.ErrorPixelCount); |
| 123 | + Assert.Equal(expPixPercent, result.ErrorPixelPercentage); |
| 124 | + } |
| 125 | + |
| 126 | + [Theory] |
| 127 | + [InlineData(jpgFirst, pngFirst, 884487, 231040, 0.7698664462986164)] |
| 128 | + [InlineData(jpgSecond, pngSecond, 873399, 221697, 0.7387339055793991)] |
| 129 | + public void SimilarImagesAreCompressedDifferent(string first, string second, int expAbsError, int expPixError, double expPixPercent) |
| 130 | + { |
| 131 | + using var firstImage = SKImage.FromEncodedData(GetImagePath(first)); |
| 132 | + using var secondImage = SKImage.FromEncodedData(GetImagePath(second)); |
| 133 | + |
| 134 | + var result = SKPixelComparer.Compare(firstImage, secondImage); |
| 135 | + |
| 136 | + Assert.Equal(expAbsError, result.AbsoluteError); |
| 137 | + Assert.Equal(expPixError, result.ErrorPixelCount); |
| 138 | + Assert.Equal(expPixPercent, result.ErrorPixelPercentage); |
| 139 | + } |
| 140 | + |
| 141 | + [Theory] |
| 142 | + [InlineData(10, 3, 10, 10)] |
| 143 | + [InlineData(10, 10, 10, 3)] |
| 144 | + [InlineData(3, 10, 10, 10)] |
| 145 | + [InlineData(10, 10, 3, 10)] |
| 146 | + public void DifferentSizeImagesFail(int w1, int h1, int w2, int h2) |
| 147 | + { |
| 148 | + using var first = CreateTestImage(SKColors.Black, w1, h1); |
| 149 | + using var second = CreateTestImage(SKColors.Black, w2, h2); |
| 150 | + |
| 151 | + var ex = Assert.Throws<InvalidOperationException>(() => SKPixelComparer.Compare(first, second)); |
| 152 | + Assert.Contains($"{w1}x{h1} vs {w2}x{h2}", ex.Message); |
| 153 | + } |
| 154 | + |
| 155 | + [Theory] |
| 156 | + [InlineData(0xFFFFFFFF, 0xFF000000, 4876875)] |
| 157 | + [InlineData(0xFF000000, 0xFFFFFFFF, 4876875)] |
| 158 | + [InlineData(0xFF000000, 0xFF000001, 25)] |
| 159 | + [InlineData(0xFFFFFFFF, 0xFFFFFFFF, 0)] |
| 160 | + [InlineData(0xFF000000, 0xFF000000, 0)] |
| 161 | + public void CompareTracksSumSquaredError(uint firstColor, uint secondColor, long expectedSumSquaredError) |
| 162 | + { |
| 163 | + using var first = CreateTestImage(firstColor); |
| 164 | + using var second = CreateTestImage(secondColor); |
| 165 | + |
| 166 | + var result = SKPixelComparer.Compare(first, second); |
| 167 | + |
| 168 | + Assert.Equal(expectedSumSquaredError, result.SumSquaredError); |
| 169 | + } |
| 170 | + |
| 171 | + [Fact] |
| 172 | + public void IdenticalImagesHaveZeroMetrics() |
| 173 | + { |
| 174 | + using var first = CreateTestImage(0xFF808080); |
| 175 | + using var second = CreateTestImage(0xFF808080); |
| 176 | + |
| 177 | + var result = SKPixelComparer.Compare(first, second); |
| 178 | + |
| 179 | + Assert.Equal(0, result.SumSquaredError); |
| 180 | + Assert.Equal(0.0, result.MeanAbsoluteError); |
| 181 | + Assert.Equal(0.0, result.MeanSquaredError); |
| 182 | + Assert.Equal(0.0, result.RootMeanSquaredError); |
| 183 | + Assert.Equal(0.0, result.NormalizedRootMeanSquaredError); |
| 184 | + Assert.Equal(double.PositiveInfinity, result.PeakSignalToNoiseRatio); |
| 185 | + } |
| 186 | + |
| 187 | + [Fact] |
| 188 | + public void MaxDifferenceImagesHaveCorrectMetrics() |
| 189 | + { |
| 190 | + using var first = CreateTestImage(0xFF000000); |
| 191 | + using var second = CreateTestImage(0xFFFFFFFF); |
| 192 | + |
| 193 | + var result = SKPixelComparer.Compare(first, second); |
| 194 | + |
| 195 | + Assert.Equal(255.0, result.MeanAbsoluteError); |
| 196 | + Assert.Equal(65025.0, result.MeanSquaredError); |
| 197 | + Assert.Equal(255.0, result.RootMeanSquaredError); |
| 198 | + Assert.Equal(1.0, result.NormalizedRootMeanSquaredError); |
| 199 | + Assert.Equal(0.0, result.PeakSignalToNoiseRatio); |
| 200 | + } |
| 201 | + |
| 202 | + [Fact] |
| 203 | + public void MetricsAreConsistentWithFormulas() |
| 204 | + { |
| 205 | + using var first = CreateTestImage(0xFF000000); |
| 206 | + using var second = CreateTestImage(0xFF010203); |
| 207 | + |
| 208 | + var result = SKPixelComparer.Compare(first, second); |
| 209 | + |
| 210 | + // Per pixel: ΔR=1, ΔG=2, ΔB=3 |
| 211 | + // 25 pixels, 3 channels per pixel = 75 channel values |
| 212 | + var expectedAbsoluteError = (1 + 2 + 3) * 25; |
| 213 | + var expectedSumSquared = (long)(1 * 1 + 2 * 2 + 3 * 3) * 25; |
| 214 | + |
| 215 | + Assert.Equal(expectedAbsoluteError, result.AbsoluteError); |
| 216 | + Assert.Equal(expectedSumSquared, result.SumSquaredError); |
| 217 | + Assert.Equal((double)expectedAbsoluteError / (25 * 3.0), result.MeanAbsoluteError); |
| 218 | + Assert.Equal((double)expectedSumSquared / (25 * 3.0), result.MeanSquaredError); |
| 219 | + Assert.Equal(Math.Sqrt((double)expectedSumSquared / (25 * 3.0)), result.RootMeanSquaredError); |
| 220 | + } |
| 221 | + |
| 222 | + [Fact] |
| 223 | + public void ZeroTotalPixelsResultDoesNotThrow() |
| 224 | + { |
| 225 | + var result = new SKPixelComparisonResult(0, 0, 0, 0); |
| 226 | + |
| 227 | + Assert.Equal(0.0, result.ErrorPixelPercentage); |
| 228 | + Assert.Equal(0.0, result.MeanAbsoluteError); |
| 229 | + Assert.Equal(0.0, result.MeanSquaredError); |
| 230 | + Assert.Equal(0.0, result.RootMeanSquaredError); |
| 231 | + Assert.Equal(0.0, result.NormalizedRootMeanSquaredError); |
| 232 | + Assert.Equal(double.PositiveInfinity, result.PeakSignalToNoiseRatio); |
| 233 | + } |
| 234 | + |
| 235 | + [Fact] |
| 236 | + public void ChannelCountReflectsCompareAlpha() |
| 237 | + { |
| 238 | + var rgb = new SKPixelComparisonResult(100, 10, 50, 200); |
| 239 | + var rgba = new SKPixelComparisonResult(100, 10, 50, 200, 4); |
| 240 | + |
| 241 | + Assert.Equal(3, rgb.ChannelCount); |
| 242 | + Assert.Equal(4, rgba.ChannelCount); |
| 243 | + |
| 244 | + // MAE differs due to different divisors |
| 245 | + Assert.Equal(50.0 / (100 * 3.0), rgb.MeanAbsoluteError); |
| 246 | + Assert.Equal(50.0 / (100 * 4.0), rgba.MeanAbsoluteError); |
| 247 | + } |
| 248 | + } |
| 249 | +} |
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