杨锴
2025-04-16 09a372bc45fde16fd42257ab6f78b8deeecf720b
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
/*
 * This file is part of the SDWebImage package.
 * (c) Olivier Poitrey <rs@dailymotion.com>
 *
 * For the full copyright and license information, please view the LICENSE
 * file that was distributed with this source code.
 */
 
#import "UIImage+Transform.h"
#import "NSImage+Compatibility.h"
#import "SDImageGraphics.h"
#import "SDGraphicsImageRenderer.h"
#import "NSBezierPath+SDRoundedCorners.h"
#import "SDInternalMacros.h"
#import <Accelerate/Accelerate.h>
#if SD_UIKIT || SD_MAC
#import <CoreImage/CoreImage.h>
#endif
 
static inline CGRect SDCGRectFitWithScaleMode(CGRect rect, CGSize size, SDImageScaleMode scaleMode) {
    rect = CGRectStandardize(rect);
    size.width = size.width < 0 ? -size.width : size.width;
    size.height = size.height < 0 ? -size.height : size.height;
    CGPoint center = CGPointMake(CGRectGetMidX(rect), CGRectGetMidY(rect));
    switch (scaleMode) {
        case SDImageScaleModeAspectFit:
        case SDImageScaleModeAspectFill: {
            if (rect.size.width < 0.01 || rect.size.height < 0.01 ||
                size.width < 0.01 || size.height < 0.01) {
                rect.origin = center;
                rect.size = CGSizeZero;
            } else {
                CGFloat scale;
                if (scaleMode == SDImageScaleModeAspectFit) {
                    if (size.width / size.height < rect.size.width / rect.size.height) {
                        scale = rect.size.height / size.height;
                    } else {
                        scale = rect.size.width / size.width;
                    }
                } else {
                    if (size.width / size.height < rect.size.width / rect.size.height) {
                        scale = rect.size.width / size.width;
                    } else {
                        scale = rect.size.height / size.height;
                    }
                }
                size.width *= scale;
                size.height *= scale;
                rect.size = size;
                rect.origin = CGPointMake(center.x - size.width * 0.5, center.y - size.height * 0.5);
            }
        } break;
        case SDImageScaleModeFill:
        default: {
            rect = rect;
        }
    }
    return rect;
}
 
static inline UIColor * SDGetColorFromGrayscale(Pixel_88 pixel, CGBitmapInfo bitmapInfo, CGColorSpaceRef cgColorSpace) {
    // Get alpha info, byteOrder info
    CGImageAlphaInfo alphaInfo = bitmapInfo & kCGBitmapAlphaInfoMask;
    CGBitmapInfo byteOrderInfo = bitmapInfo & kCGBitmapByteOrderMask;
    CGFloat w = 0, a = 1;
    
    BOOL byteOrderNormal = NO;
    switch (byteOrderInfo) {
        case kCGBitmapByteOrderDefault: {
            byteOrderNormal = YES;
        } break;
        case kCGBitmapByteOrder16Little:
        case kCGBitmapByteOrder32Little: {
        } break;
        case kCGBitmapByteOrder16Big:
        case kCGBitmapByteOrder32Big: {
            byteOrderNormal = YES;
        } break;
        default: break;
    }
    switch (alphaInfo) {
        case kCGImageAlphaPremultipliedFirst:
        case kCGImageAlphaFirst: {
            if (byteOrderNormal) {
                // AW
                a = pixel[0] / 255.0;
                w = pixel[1] / 255.0;
            } else {
                // WA
                w = pixel[0] / 255.0;
                a = pixel[1] / 255.0;
            }
        }
            break;
        case kCGImageAlphaPremultipliedLast:
        case kCGImageAlphaLast: {
            if (byteOrderNormal) {
                // WA
                w = pixel[0] / 255.0;
                a = pixel[1] / 255.0;
            } else {
                // AW
                a = pixel[0] / 255.0;
                w = pixel[1] / 255.0;
            }
        }
            break;
        case kCGImageAlphaNone: {
            // W
            w = pixel[0] / 255.0;
        }
            break;
        case kCGImageAlphaNoneSkipLast: {
            if (byteOrderNormal) {
                // WX
                w = pixel[0] / 255.0;
            } else {
                // XW
                a = pixel[1] / 255.0;
            }
        }
            break;
        case kCGImageAlphaNoneSkipFirst: {
            if (byteOrderNormal) {
                // XW
                a = pixel[1] / 255.0;
            } else {
                // WX
                a = pixel[0] / 255.0;
            }
        }
            break;
        case kCGImageAlphaOnly: {
            // A
            a = pixel[0] / 255.0;
        }
            break;
        default:
            break;
    }
#if SD_MAC
    // Mac supports ColorSync, to ensure the same bahvior, we convert color to sRGB
    NSColorSpace *colorSpace = [[NSColorSpace alloc] initWithCGColorSpace:cgColorSpace];
    CGFloat components[2] = {w, a};
    NSColor *color = [NSColor colorWithColorSpace:colorSpace components:components count:2];
    return [color colorUsingColorSpace:NSColorSpace.genericGamma22GrayColorSpace];
#else
    return [UIColor colorWithWhite:w alpha:a];
#endif
}
 
static inline UIColor * SDGetColorFromRGBA(Pixel_8888 pixel, CGBitmapInfo bitmapInfo, CGColorSpaceRef cgColorSpace) {
    // Get alpha info, byteOrder info
    CGImageAlphaInfo alphaInfo = bitmapInfo & kCGBitmapAlphaInfoMask;
    CGBitmapInfo byteOrderInfo = bitmapInfo & kCGBitmapByteOrderMask;
    CGFloat r = 0, g = 0, b = 0, a = 1;
    
    BOOL byteOrderNormal = NO;
    switch (byteOrderInfo) {
        case kCGBitmapByteOrderDefault: {
            byteOrderNormal = YES;
        } break;
        case kCGBitmapByteOrder16Little:
        case kCGBitmapByteOrder32Little: {
        } break;
        case kCGBitmapByteOrder16Big:
        case kCGBitmapByteOrder32Big: {
            byteOrderNormal = YES;
        } break;
        default: break;
    }
    switch (alphaInfo) {
        case kCGImageAlphaPremultipliedFirst: {
            if (byteOrderNormal) {
                // ARGB8888-premultiplied
                a = pixel[0] / 255.0;
                r = pixel[1] / 255.0;
                g = pixel[2] / 255.0;
                b = pixel[3] / 255.0;
                if (a > 0) {
                    r /= a;
                    g /= a;
                    b /= a;
                }
            } else {
                // BGRA8888-premultiplied
                b = pixel[0] / 255.0;
                g = pixel[1] / 255.0;
                r = pixel[2] / 255.0;
                a = pixel[3] / 255.0;
                if (a > 0) {
                    r /= a;
                    g /= a;
                    b /= a;
                }
            }
            break;
        }
        case kCGImageAlphaFirst: {
            if (byteOrderNormal) {
                // ARGB8888
                a = pixel[0] / 255.0;
                r = pixel[1] / 255.0;
                g = pixel[2] / 255.0;
                b = pixel[3] / 255.0;
            } else {
                // BGRA8888
                b = pixel[0] / 255.0;
                g = pixel[1] / 255.0;
                r = pixel[2] / 255.0;
                a = pixel[3] / 255.0;
            }
        }
            break;
        case kCGImageAlphaPremultipliedLast: {
            if (byteOrderNormal) {
                // RGBA8888-premultiplied
                r = pixel[0] / 255.0;
                g = pixel[1] / 255.0;
                b = pixel[2] / 255.0;
                a = pixel[3] / 255.0;
                if (a > 0) {
                    r /= a;
                    g /= a;
                    b /= a;
                }
            } else {
                // ABGR8888-premultiplied
                a = pixel[0] / 255.0;
                b = pixel[1] / 255.0;
                g = pixel[2] / 255.0;
                r = pixel[3] / 255.0;
                if (a > 0) {
                    r /= a;
                    g /= a;
                    b /= a;
                }
            }
            break;
        }
        case kCGImageAlphaLast: {
            if (byteOrderNormal) {
                // RGBA8888
                r = pixel[0] / 255.0;
                g = pixel[1] / 255.0;
                b = pixel[2] / 255.0;
                a = pixel[3] / 255.0;
            } else {
                // ABGR8888
                a = pixel[0] / 255.0;
                b = pixel[1] / 255.0;
                g = pixel[2] / 255.0;
                r = pixel[3] / 255.0;
            }
        }
            break;
        case kCGImageAlphaNone: {
            if (byteOrderNormal) {
                // RGB
                r = pixel[0] / 255.0;
                g = pixel[1] / 255.0;
                b = pixel[2] / 255.0;
            } else {
                // BGR
                b = pixel[0] / 255.0;
                g = pixel[1] / 255.0;
                r = pixel[2] / 255.0;
            }
        }
            break;
        case kCGImageAlphaNoneSkipLast: {
            if (byteOrderNormal) {
                // RGBX
                r = pixel[0] / 255.0;
                g = pixel[1] / 255.0;
                b = pixel[2] / 255.0;
            } else {
                // XBGR
                b = pixel[1] / 255.0;
                g = pixel[2] / 255.0;
                r = pixel[3] / 255.0;
            }
        }
            break;
        case kCGImageAlphaNoneSkipFirst: {
            if (byteOrderNormal) {
                // XRGB
                r = pixel[1] / 255.0;
                g = pixel[2] / 255.0;
                b = pixel[3] / 255.0;
            } else {
                // BGRX
                b = pixel[0] / 255.0;
                g = pixel[1] / 255.0;
                r = pixel[2] / 255.0;
            }
        }
            break;
        case kCGImageAlphaOnly: {
            // A
            a = pixel[0] / 255.0;
        }
            break;
        default:
            break;
    }
#if SD_MAC
    // Mac supports ColorSync, to ensure the same bahvior, we convert color to sRGB
    NSColorSpace *colorSpace = [[NSColorSpace alloc] initWithCGColorSpace:cgColorSpace];
    CGFloat components[4] = {r, g, b, a};
    NSColor *color = [NSColor colorWithColorSpace:colorSpace components:components count:4];
    return [color colorUsingColorSpace:NSColorSpace.sRGBColorSpace];
#else
    return [UIColor colorWithRed:r green:g blue:b alpha:a];
#endif
}
 
#if SD_UIKIT || SD_MAC
// Create-Rule, caller should call CGImageRelease
static inline CGImageRef _Nullable SDCreateCGImageFromCIImage(CIImage * _Nonnull ciImage) {
    CGImageRef imageRef = NULL;
    if (@available(iOS 10, macOS 10.12, tvOS 10, *)) {
        imageRef = ciImage.CGImage;
    }
    if (!imageRef) {
        CIContext *context = [CIContext context];
        imageRef = [context createCGImage:ciImage fromRect:ciImage.extent];
    } else {
        CGImageRetain(imageRef);
    }
    return imageRef;
}
#endif
 
@implementation UIImage (Transform)
 
- (void)sd_drawInRect:(CGRect)rect context:(CGContextRef)context scaleMode:(SDImageScaleMode)scaleMode clipsToBounds:(BOOL)clips {
    CGRect drawRect = SDCGRectFitWithScaleMode(rect, self.size, scaleMode);
    if (drawRect.size.width == 0 || drawRect.size.height == 0) return;
    if (clips) {
        if (context) {
            CGContextSaveGState(context);
            CGContextAddRect(context, rect);
            CGContextClip(context);
            [self drawInRect:drawRect];
            CGContextRestoreGState(context);
        }
    } else {
        [self drawInRect:drawRect];
    }
}
 
- (nullable UIImage *)sd_resizedImageWithSize:(CGSize)size scaleMode:(SDImageScaleMode)scaleMode {
    if (size.width <= 0 || size.height <= 0) return nil;
    SDGraphicsImageRendererFormat *format = [[SDGraphicsImageRendererFormat alloc] init];
    format.scale = self.scale;
    SDGraphicsImageRenderer *renderer = [[SDGraphicsImageRenderer alloc] initWithSize:size format:format];
    UIImage *image = [renderer imageWithActions:^(CGContextRef  _Nonnull context) {
        [self sd_drawInRect:CGRectMake(0, 0, size.width, size.height) context:context scaleMode:scaleMode clipsToBounds:NO];
    }];
    return image;
}
 
- (nullable UIImage *)sd_croppedImageWithRect:(CGRect)rect {
    rect.origin.x *= self.scale;
    rect.origin.y *= self.scale;
    rect.size.width *= self.scale;
    rect.size.height *= self.scale;
    if (rect.size.width <= 0 || rect.size.height <= 0) return nil;
    
#if SD_UIKIT || SD_MAC
    // CIImage shortcut
    if (self.CIImage) {
        CGRect croppingRect = CGRectMake(rect.origin.x, self.size.height - CGRectGetMaxY(rect), rect.size.width, rect.size.height);
        CIImage *ciImage = [self.CIImage imageByCroppingToRect:croppingRect];
#if SD_UIKIT
        UIImage *image = [UIImage imageWithCIImage:ciImage scale:self.scale orientation:self.imageOrientation];
#else
        UIImage *image = [[UIImage alloc] initWithCIImage:ciImage scale:self.scale orientation:kCGImagePropertyOrientationUp];
#endif
        return image;
    }
#endif
    
    CGImageRef imageRef = self.CGImage;
    if (!imageRef) {
        return nil;
    }
    
    CGImageRef croppedImageRef = CGImageCreateWithImageInRect(imageRef, rect);
    if (!croppedImageRef) {
        return nil;
    }
#if SD_UIKIT || SD_WATCH
    UIImage *image = [UIImage imageWithCGImage:croppedImageRef scale:self.scale orientation:self.imageOrientation];
#else
    UIImage *image = [[UIImage alloc] initWithCGImage:croppedImageRef scale:self.scale orientation:kCGImagePropertyOrientationUp];
#endif
    CGImageRelease(croppedImageRef);
    return image;
}
 
- (nullable UIImage *)sd_roundedCornerImageWithRadius:(CGFloat)cornerRadius corners:(SDRectCorner)corners borderWidth:(CGFloat)borderWidth borderColor:(nullable UIColor *)borderColor {
    SDGraphicsImageRendererFormat *format = [[SDGraphicsImageRendererFormat alloc] init];
    format.scale = self.scale;
    SDGraphicsImageRenderer *renderer = [[SDGraphicsImageRenderer alloc] initWithSize:self.size format:format];
    UIImage *image = [renderer imageWithActions:^(CGContextRef  _Nonnull context) {
        CGRect rect = CGRectMake(0, 0, self.size.width, self.size.height);
        
        CGFloat minSize = MIN(self.size.width, self.size.height);
        if (borderWidth < minSize / 2) {
#if SD_UIKIT || SD_WATCH
            UIBezierPath *path = [UIBezierPath bezierPathWithRoundedRect:CGRectInset(rect, borderWidth, borderWidth) byRoundingCorners:corners cornerRadii:CGSizeMake(cornerRadius, cornerRadius)];
#else
            NSBezierPath *path = [NSBezierPath sd_bezierPathWithRoundedRect:CGRectInset(rect, borderWidth, borderWidth) byRoundingCorners:corners cornerRadius:cornerRadius];
#endif
            [path closePath];
            
            CGContextSaveGState(context);
            [path addClip];
            [self drawInRect:rect];
            CGContextRestoreGState(context);
        }
        
        if (borderColor && borderWidth < minSize / 2 && borderWidth > 0) {
            CGFloat strokeInset = (floor(borderWidth * self.scale) + 0.5) / self.scale;
            CGRect strokeRect = CGRectInset(rect, strokeInset, strokeInset);
            CGFloat strokeRadius = cornerRadius > self.scale / 2 ? cornerRadius - self.scale / 2 : 0;
#if SD_UIKIT || SD_WATCH
            UIBezierPath *path = [UIBezierPath bezierPathWithRoundedRect:strokeRect byRoundingCorners:corners cornerRadii:CGSizeMake(strokeRadius, strokeRadius)];
#else
            NSBezierPath *path = [NSBezierPath sd_bezierPathWithRoundedRect:strokeRect byRoundingCorners:corners cornerRadius:strokeRadius];
#endif
            [path closePath];
            
            path.lineWidth = borderWidth;
            [borderColor setStroke];
            [path stroke];
        }
    }];
    return image;
}
 
- (nullable UIImage *)sd_rotatedImageWithAngle:(CGFloat)angle fitSize:(BOOL)fitSize {
    size_t width = self.size.width;
    size_t height = self.size.height;
    CGRect newRect = CGRectApplyAffineTransform(CGRectMake(0, 0, width, height),
                                                fitSize ? CGAffineTransformMakeRotation(angle) : CGAffineTransformIdentity);
 
#if SD_UIKIT || SD_MAC
    // CIImage shortcut
    if (self.CIImage) {
        CIImage *ciImage = self.CIImage;
        if (fitSize) {
            CGAffineTransform transform = CGAffineTransformMakeRotation(angle);
            ciImage = [ciImage imageByApplyingTransform:transform];
        } else {
            CIFilter *filter = [CIFilter filterWithName:@"CIStraightenFilter"];
            [filter setValue:ciImage forKey:kCIInputImageKey];
            [filter setValue:@(angle) forKey:kCIInputAngleKey];
            ciImage = filter.outputImage;
        }
#if SD_UIKIT || SD_WATCH
        UIImage *image = [UIImage imageWithCIImage:ciImage scale:self.scale orientation:self.imageOrientation];
#else
        UIImage *image = [[UIImage alloc] initWithCIImage:ciImage scale:self.scale orientation:kCGImagePropertyOrientationUp];
#endif
        return image;
    }
#endif
    
    SDGraphicsImageRendererFormat *format = [[SDGraphicsImageRendererFormat alloc] init];
    format.scale = self.scale;
    SDGraphicsImageRenderer *renderer = [[SDGraphicsImageRenderer alloc] initWithSize:newRect.size format:format];
    UIImage *image = [renderer imageWithActions:^(CGContextRef  _Nonnull context) {
        CGContextSetShouldAntialias(context, true);
        CGContextSetAllowsAntialiasing(context, true);
        CGContextSetInterpolationQuality(context, kCGInterpolationHigh);
        CGContextTranslateCTM(context, +(newRect.size.width * 0.5), +(newRect.size.height * 0.5));
#if SD_UIKIT || SD_WATCH
        // Use UIKit coordinate system counterclockwise (⟲)
        CGContextRotateCTM(context, -angle);
#else
        CGContextRotateCTM(context, angle);
#endif
        
        [self drawInRect:CGRectMake(-(width * 0.5), -(height * 0.5), width, height)];
    }];
    return image;
}
 
- (nullable UIImage *)sd_flippedImageWithHorizontal:(BOOL)horizontal vertical:(BOOL)vertical {
    size_t width = self.size.width;
    size_t height = self.size.height;
 
#if SD_UIKIT || SD_MAC
    // CIImage shortcut
    if (self.CIImage) {
        CGAffineTransform transform = CGAffineTransformIdentity;
        // Use UIKit coordinate system
        if (horizontal) {
            CGAffineTransform flipHorizontal = CGAffineTransformMake(-1, 0, 0, 1, width, 0);
            transform = CGAffineTransformConcat(transform, flipHorizontal);
        }
        if (vertical) {
            CGAffineTransform flipVertical = CGAffineTransformMake(1, 0, 0, -1, 0, height);
            transform = CGAffineTransformConcat(transform, flipVertical);
        }
        CIImage *ciImage = [self.CIImage imageByApplyingTransform:transform];
#if SD_UIKIT
        UIImage *image = [UIImage imageWithCIImage:ciImage scale:self.scale orientation:self.imageOrientation];
#else
        UIImage *image = [[UIImage alloc] initWithCIImage:ciImage scale:self.scale orientation:kCGImagePropertyOrientationUp];
#endif
        return image;
    }
#endif
    
    SDGraphicsImageRendererFormat *format = [[SDGraphicsImageRendererFormat alloc] init];
    format.scale = self.scale;
    SDGraphicsImageRenderer *renderer = [[SDGraphicsImageRenderer alloc] initWithSize:self.size format:format];
    UIImage *image = [renderer imageWithActions:^(CGContextRef  _Nonnull context) {
        // Use UIKit coordinate system
        if (horizontal) {
            CGAffineTransform flipHorizontal = CGAffineTransformMake(-1, 0, 0, 1, width, 0);
            CGContextConcatCTM(context, flipHorizontal);
        }
        if (vertical) {
            CGAffineTransform flipVertical = CGAffineTransformMake(1, 0, 0, -1, 0, height);
            CGContextConcatCTM(context, flipVertical);
        }
        [self drawInRect:CGRectMake(0, 0, width, height)];
    }];
    return image;
}
 
#pragma mark - Image Blending
 
static NSString * _Nullable SDGetCIFilterNameFromBlendMode(CGBlendMode blendMode) {
    // CGBlendMode: https://developer.apple.com/library/archive/documentation/GraphicsImaging/Conceptual/drawingwithquartz2d/dq_images/dq_images.html#//apple_ref/doc/uid/TP30001066-CH212-CJBIJEFG
    // CIFilter: https://developer.apple.com/library/archive/documentation/GraphicsImaging/Reference/CoreImageFilterReference/index.html#//apple_ref/doc/uid/TP30000136-SW71
    NSString *filterName;
    switch (blendMode) {
        case kCGBlendModeMultiply:
            filterName = @"CIMultiplyBlendMode";
            break;
        case kCGBlendModeScreen:
            filterName = @"CIScreenBlendMode";
            break;
        case kCGBlendModeOverlay:
            filterName = @"CIOverlayBlendMode";
            break;
        case kCGBlendModeDarken:
            filterName = @"CIDarkenBlendMode";
            break;
        case kCGBlendModeLighten:
            filterName = @"CILightenBlendMode";
            break;
        case kCGBlendModeColorDodge:
            filterName = @"CIColorDodgeBlendMode";
            break;
        case kCGBlendModeColorBurn:
            filterName = @"CIColorBurnBlendMode";
            break;
        case kCGBlendModeSoftLight:
            filterName = @"CISoftLightBlendMode";
            break;
        case kCGBlendModeHardLight:
            filterName = @"CIHardLightBlendMode";
            break;
        case kCGBlendModeDifference:
            filterName = @"CIDifferenceBlendMode";
            break;
        case kCGBlendModeExclusion:
            filterName = @"CIExclusionBlendMode";
            break;
        case kCGBlendModeHue:
            filterName = @"CIHueBlendMode";
            break;
        case kCGBlendModeSaturation:
            filterName = @"CISaturationBlendMode";
            break;
        case kCGBlendModeColor:
            // Color blend mode uses the luminance values of the background with the hue and saturation values of the source image.
            filterName = @"CIColorBlendMode";
            break;
        case kCGBlendModeLuminosity:
            filterName = @"CILuminosityBlendMode";
            break;
            
        // macOS 10.5+
        case kCGBlendModeSourceAtop:
        case kCGBlendModeDestinationAtop:
            filterName = @"CISourceAtopCompositing";
            break;
        case kCGBlendModeSourceIn:
        case kCGBlendModeDestinationIn:
            filterName = @"CISourceInCompositing";
            break;
        case kCGBlendModeSourceOut:
        case kCGBlendModeDestinationOut:
            filterName = @"CISourceOutCompositing";
            break;
        case kCGBlendModeNormal: // SourceOver
        case kCGBlendModeDestinationOver:
            filterName = @"CISourceOverCompositing";
            break;
        
        // need special handling
        case kCGBlendModeClear:
            // use clear color instead
            break;
        case kCGBlendModeCopy:
            // use input color instead
            break;
        case kCGBlendModeXOR:
            // unsupported
            break;
        case kCGBlendModePlusDarker:
            // chain filters
            break;
        case kCGBlendModePlusLighter:
            // chain filters
            break;
    }
    return filterName;
}
 
- (nullable UIImage *)sd_tintedImageWithColor:(nonnull UIColor *)tintColor {
    return [self sd_tintedImageWithColor:tintColor blendMode:kCGBlendModeSourceIn];
}
 
- (nullable UIImage *)sd_tintedImageWithColor:(nonnull UIColor *)tintColor blendMode:(CGBlendMode)blendMode {
    BOOL hasTint = CGColorGetAlpha(tintColor.CGColor) > __FLT_EPSILON__;
    if (!hasTint) {
        return self;
    }
    
    // blend mode, see https://en.wikipedia.org/wiki/Alpha_compositing
#if SD_UIKIT || SD_MAC
    // CIImage shortcut
    CIImage *ciImage = self.CIImage;
    if (ciImage) {
        CIImage *colorImage = [CIImage imageWithColor:[[CIColor alloc] initWithColor:tintColor]];
        colorImage = [colorImage imageByCroppingToRect:ciImage.extent];
        NSString *filterName = SDGetCIFilterNameFromBlendMode(blendMode);
        // Some blend mode is not nativelly supported
        if (filterName) {
            CIFilter *filter = [CIFilter filterWithName:filterName];
            [filter setValue:colorImage forKey:kCIInputImageKey];
            [filter setValue:ciImage forKey:kCIInputBackgroundImageKey];
            ciImage = filter.outputImage;
        } else {
            if (blendMode == kCGBlendModeClear) {
                // R = 0
                CIColor *clearColor;
                if (@available(iOS 10.0, macOS 10.12, tvOS 10.0, *)) {
                    clearColor = CIColor.clearColor;
                } else {
                    clearColor = [[CIColor alloc] initWithColor:UIColor.clearColor];
                }
                colorImage = [CIImage imageWithColor:clearColor];
                colorImage = [colorImage imageByCroppingToRect:ciImage.extent];
                ciImage = colorImage;
            } else if (blendMode == kCGBlendModeCopy) {
                // R = S
                ciImage = colorImage;
            } else if (blendMode == kCGBlendModePlusLighter) {
                // R = MIN(1, S + D)
                // S + D
                CIFilter *filter = [CIFilter filterWithName:@"CIAdditionCompositing"];
                [filter setValue:colorImage forKey:kCIInputImageKey];
                [filter setValue:ciImage forKey:kCIInputBackgroundImageKey];
                ciImage = filter.outputImage;
                // MIN
                ciImage = [ciImage imageByApplyingFilter:@"CIColorClamp" withInputParameters:nil];
            } else if (blendMode == kCGBlendModePlusDarker) {
                // R = MAX(0, (1 - D) + (1 - S))
                // (1 - D)
                CIFilter *filter1 = [CIFilter filterWithName:@"CIColorControls"];
                [filter1 setValue:ciImage forKey:kCIInputImageKey];
                [filter1 setValue:@(-0.5) forKey:kCIInputBrightnessKey];
                ciImage = filter1.outputImage;
                // (1 - S)
                CIFilter *filter2 = [CIFilter filterWithName:@"CIColorControls"];
                [filter2 setValue:colorImage forKey:kCIInputImageKey];
                [filter2 setValue:@(-0.5) forKey:kCIInputBrightnessKey];
                colorImage = filter2.outputImage;
                // +
                CIFilter *filter = [CIFilter filterWithName:@"CIAdditionCompositing"];
                [filter setValue:colorImage forKey:kCIInputImageKey];
                [filter setValue:ciImage forKey:kCIInputBackgroundImageKey];
                ciImage = filter.outputImage;
                // MAX
                ciImage = [ciImage imageByApplyingFilter:@"CIColorClamp" withInputParameters:nil];
            } else {
                SD_LOG("UIImage+Transform error: Unsupported blend mode: %d", blendMode);
                ciImage = nil;
            }
        }
        
        if (ciImage) {
#if SD_UIKIT
        UIImage *image = [UIImage imageWithCIImage:ciImage scale:self.scale orientation:self.imageOrientation];
#else
        UIImage *image = [[UIImage alloc] initWithCIImage:ciImage scale:self.scale orientation:kCGImagePropertyOrientationUp];
#endif
        return image;
        }
    }
#endif
    
    CGSize size = self.size;
    CGRect rect = { CGPointZero, size };
    CGFloat scale = self.scale;
    
    SDGraphicsImageRendererFormat *format = [[SDGraphicsImageRendererFormat alloc] init];
    format.scale = scale;
    SDGraphicsImageRenderer *renderer = [[SDGraphicsImageRenderer alloc] initWithSize:size format:format];
    UIImage *image = [renderer imageWithActions:^(CGContextRef  _Nonnull context) {
        [self drawInRect:rect];
        CGContextSetBlendMode(context, blendMode);
        CGContextSetFillColorWithColor(context, tintColor.CGColor);
        CGContextFillRect(context, rect);
    }];
    return image;
}
 
- (nullable UIColor *)sd_colorAtPoint:(CGPoint)point {
    CGImageRef imageRef = NULL;
    // CIImage compatible
#if SD_UIKIT || SD_MAC
    if (self.CIImage) {
        imageRef = SDCreateCGImageFromCIImage(self.CIImage);
    }
#endif
    if (!imageRef) {
        imageRef = self.CGImage;
        CGImageRetain(imageRef);
    }
    if (!imageRef) {
        return nil;
    }
    
    // Check point
    size_t width = CGImageGetWidth(imageRef);
    size_t height = CGImageGetHeight(imageRef);
    size_t x = point.x;
    size_t y = point.y;
    if (x < 0 || y < 0 || x >= width || y >= height) {
        CGImageRelease(imageRef);
        return nil;
    }
    
    // Get pixels
    CGDataProviderRef provider = CGImageGetDataProvider(imageRef);
    if (!provider) {
        CGImageRelease(imageRef);
        return nil;
    }
    CFDataRef data = CGDataProviderCopyData(provider);
    if (!data) {
        CGImageRelease(imageRef);
        return nil;
    }
    
    // Get pixel at point
    size_t bytesPerRow = CGImageGetBytesPerRow(imageRef);
    size_t components = CGImageGetBitsPerPixel(imageRef) / CGImageGetBitsPerComponent(imageRef);
    CGBitmapInfo bitmapInfo = CGImageGetBitmapInfo(imageRef);
    
    CFRange range = CFRangeMake(bytesPerRow * y + components * x, components);
    if (CFDataGetLength(data) < range.location + range.length) {
        CFRelease(data);
        CGImageRelease(imageRef);
        return nil;
    }
    // Get color space for transform
    CGColorSpaceRef colorSpace = CGImageGetColorSpace(imageRef);
    
    // greyscale
    if (components == 2) {
        Pixel_88 pixel = {0};
        CFDataGetBytes(data, range, pixel);
        CFRelease(data);
        CGImageRelease(imageRef);
        // Convert to color
        return SDGetColorFromGrayscale(pixel, bitmapInfo, colorSpace);
    } else if (components == 3 || components == 4) {
        // RGB/RGBA
        Pixel_8888 pixel = {0};
        CFDataGetBytes(data, range, pixel);
        CFRelease(data);
        CGImageRelease(imageRef);
        // Convert to color
        return SDGetColorFromRGBA(pixel, bitmapInfo, colorSpace);
    } else {
        SD_LOG("Unsupported components: %zu", components);
        CFRelease(data);
        CGImageRelease(imageRef);
        return nil;
    }
}
 
- (nullable NSArray<UIColor *> *)sd_colorsWithRect:(CGRect)rect {
    CGImageRef imageRef = NULL;
    // CIImage compatible
#if SD_UIKIT || SD_MAC
    if (self.CIImage) {
        imageRef = SDCreateCGImageFromCIImage(self.CIImage);
    }
#endif
    if (!imageRef) {
        imageRef = self.CGImage;
        CGImageRetain(imageRef);
    }
    if (!imageRef) {
        return nil;
    }
    
    // Check rect
    size_t width = CGImageGetWidth(imageRef);
    size_t height = CGImageGetHeight(imageRef);
    if (CGRectGetWidth(rect) <= 0 || CGRectGetHeight(rect) <= 0 || CGRectGetMinX(rect) < 0 || CGRectGetMinY(rect) < 0 || CGRectGetMaxX(rect) > width || CGRectGetMaxY(rect) > height) {
        CGImageRelease(imageRef);
        return nil;
    }
    
    // Get pixels
    CGDataProviderRef provider = CGImageGetDataProvider(imageRef);
    if (!provider) {
        CGImageRelease(imageRef);
        return nil;
    }
    CFDataRef data = CGDataProviderCopyData(provider);
    if (!data) {
        CGImageRelease(imageRef);
        return nil;
    }
    
    // Get pixels with rect
    size_t bytesPerRow = CGImageGetBytesPerRow(imageRef);
    size_t components = CGImageGetBitsPerPixel(imageRef) / CGImageGetBitsPerComponent(imageRef);
    
    size_t start = bytesPerRow * CGRectGetMinY(rect) + components * CGRectGetMinX(rect);
    size_t end = bytesPerRow * (CGRectGetMaxY(rect) - 1) + components * CGRectGetMaxX(rect);
    if (CFDataGetLength(data) < (CFIndex)end) {
        CFRelease(data);
        CGImageRelease(imageRef);
        return nil;
    }
    
    const UInt8 *pixels = CFDataGetBytePtr(data);
    size_t row = CGRectGetMinY(rect);
    size_t col = CGRectGetMaxX(rect);
    
    // Convert to color
    CGBitmapInfo bitmapInfo = CGImageGetBitmapInfo(imageRef);
    NSMutableArray<UIColor *> *colors = [NSMutableArray arrayWithCapacity:CGRectGetWidth(rect) * CGRectGetHeight(rect)];
    // ColorSpace
    CGColorSpaceRef colorSpace = CGImageGetColorSpace(imageRef);
    for (size_t index = start; index < end; index += components) {
        if (index >= row * bytesPerRow + col * components) {
            // Index beyond the end of current row, go next row
            row++;
            index = row * bytesPerRow + CGRectGetMinX(rect) * components;
            index -= components;
            continue;
        }
        UIColor *color;
        if (components == 2) {
            Pixel_88 pixel = {pixels[index], pixel[index+1]};
            color = SDGetColorFromGrayscale(pixel, bitmapInfo, colorSpace);
        } else {
            if (components == 3) {
                Pixel_8888 pixel = {pixels[index], pixels[index+1], pixels[index+2], 0};
                color = SDGetColorFromRGBA(pixel, bitmapInfo, colorSpace);
            } else if (components == 4) {
                Pixel_8888 pixel = {pixels[index], pixels[index+1], pixels[index+2], pixels[index+3]};
                color = SDGetColorFromRGBA(pixel, bitmapInfo, colorSpace);
            } else {
                SD_LOG("Unsupported components: %zu", components);
            }
        }
        if (color) {
            [colors addObject:color];
        }
    }
    CFRelease(data);
    CGImageRelease(imageRef);
    
    return [colors copy];
}
 
#pragma mark - Image Effect
 
// We use vImage to do box convolve for performance and support for watchOS. However, you can just use `CIFilter.CIGaussianBlur`. For other blur effect, use any filter in `CICategoryBlur`
- (nullable UIImage *)sd_blurredImageWithRadius:(CGFloat)blurRadius {
    if (self.size.width < 1 || self.size.height < 1) {
        return nil;
    }
    BOOL hasBlur = blurRadius > __FLT_EPSILON__;
    if (!hasBlur) {
        return self;
    }
    
    CGFloat scale = self.scale;
    CGFloat inputRadius = blurRadius * scale;
#if SD_UIKIT || SD_MAC
    if (self.CIImage) {
        CIFilter *filter = [CIFilter filterWithName:@"CIGaussianBlur"];
        [filter setValue:self.CIImage forKey:kCIInputImageKey];
        [filter setValue:@(inputRadius) forKey:kCIInputRadiusKey];
        CIImage *ciImage = filter.outputImage;
        ciImage = [ciImage imageByCroppingToRect:CGRectMake(0, 0, self.size.width, self.size.height)];
#if SD_UIKIT
        UIImage *image = [UIImage imageWithCIImage:ciImage scale:self.scale orientation:self.imageOrientation];
#else
        UIImage *image = [[UIImage alloc] initWithCIImage:ciImage scale:self.scale orientation:kCGImagePropertyOrientationUp];
#endif
        return image;
    }
#endif
    
    CGImageRef imageRef = self.CGImage;
    if (!imageRef) {
        return nil;
    }
    
    vImage_Buffer effect = {}, scratch = {};
    vImage_Buffer *input = NULL, *output = NULL;
    
    vImage_CGImageFormat format = {
        .bitsPerComponent = 8,
        .bitsPerPixel = 32,
        .colorSpace = NULL,
        .bitmapInfo = kCGImageAlphaPremultipliedFirst | kCGBitmapByteOrder32Host, //requests a BGRA buffer.
        .version = 0,
        .decode = NULL,
        .renderingIntent = CGImageGetRenderingIntent(imageRef)
    };
    
    vImage_Error err;
    err = vImageBuffer_InitWithCGImage(&effect, &format, NULL, imageRef, kvImageNoFlags); // vImage will convert to format we requests, no need `vImageConvert`
    if (err != kvImageNoError) {
        SD_LOG("UIImage+Transform error: vImageBuffer_InitWithCGImage returned error code %zi for inputImage: %@", err, self);
        return nil;
    }
    err = vImageBuffer_Init(&scratch, effect.height, effect.width, format.bitsPerPixel, kvImageNoFlags);
    if (err != kvImageNoError) {
        SD_LOG("UIImage+Transform error: vImageBuffer_Init returned error code %zi for inputImage: %@", err, self);
        return nil;
    }
    
    input = &effect;
    output = &scratch;
    
    // See: https://developer.apple.com/library/archive/samplecode/UIImageEffects/Introduction/Intro.html
    if (hasBlur) {
        // A description of how to compute the box kernel width from the Gaussian
        // radius (aka standard deviation) appears in the SVG spec:
        // http://www.w3.org/TR/SVG/filters.html#feGaussianBlurElement
        //
        // For larger values of 's' (s >= 2.0), an approximation can be used: Three
        // successive box-blurs build a piece-wise quadratic convolution kernel, which
        // approximates the Gaussian kernel to within roughly 3%.
        //
        // let d = floor(s * 3*sqrt(2*pi)/4 + 0.5)
        //
        // ... if d is odd, use three box-blurs of size 'd', centered on the output pixel.
        //
        if (inputRadius - 2.0 < __FLT_EPSILON__) inputRadius = 2.0;
        uint32_t radius = floor(inputRadius * 3.0 * sqrt(2 * M_PI) / 4 + 0.5);
        radius |= 1; // force radius to be odd so that the three box-blur methodology works.
        NSInteger tempSize = vImageBoxConvolve_ARGB8888(input, output, NULL, 0, 0, radius, radius, NULL, kvImageGetTempBufferSize | kvImageEdgeExtend);
        void *temp = malloc(tempSize);
        vImageBoxConvolve_ARGB8888(input, output, temp, 0, 0, radius, radius, NULL, kvImageEdgeExtend);
        vImageBoxConvolve_ARGB8888(output, input, temp, 0, 0, radius, radius, NULL, kvImageEdgeExtend);
        vImageBoxConvolve_ARGB8888(input, output, temp, 0, 0, radius, radius, NULL, kvImageEdgeExtend);
        free(temp);
        
        vImage_Buffer *tmp = input;
        input = output;
        output = tmp;
    }
    
    CGImageRef effectCGImage = NULL;
    effectCGImage = vImageCreateCGImageFromBuffer(input, &format, NULL, NULL, kvImageNoAllocate, NULL);
    if (effectCGImage == NULL) {
        effectCGImage = vImageCreateCGImageFromBuffer(input, &format, NULL, NULL, kvImageNoFlags, NULL);
        free(input->data);
    }
    free(output->data);
#if SD_UIKIT || SD_WATCH
    UIImage *outputImage = [UIImage imageWithCGImage:effectCGImage scale:self.scale orientation:self.imageOrientation];
#else
    UIImage *outputImage = [[UIImage alloc] initWithCGImage:effectCGImage scale:self.scale orientation:kCGImagePropertyOrientationUp];
#endif
    CGImageRelease(effectCGImage);
    
    return outputImage;
}
 
#if SD_UIKIT || SD_MAC
- (nullable UIImage *)sd_filteredImageWithFilter:(nonnull CIFilter *)filter {
    CIImage *inputImage;
    if (self.CIImage) {
        inputImage = self.CIImage;
    } else {
        CGImageRef imageRef = self.CGImage;
        if (!imageRef) {
            return nil;
        }
        inputImage = [CIImage imageWithCGImage:imageRef];
    }
    if (!inputImage) return nil;
    
    CIContext *context = [CIContext context];
    [filter setValue:inputImage forKey:kCIInputImageKey];
    CIImage *outputImage = filter.outputImage;
    if (!outputImage) return nil;
    
    CGImageRef imageRef = [context createCGImage:outputImage fromRect:outputImage.extent];
    if (!imageRef) return nil;
    
#if SD_UIKIT
    UIImage *image = [UIImage imageWithCGImage:imageRef scale:self.scale orientation:self.imageOrientation];
#else
    UIImage *image = [[UIImage alloc] initWithCGImage:imageRef scale:self.scale orientation:kCGImagePropertyOrientationUp];
#endif
    CGImageRelease(imageRef);
    
    return image;
}
#endif
 
@end