前言
特别喜欢系统中一些小而精的工具类,有的时候分析一下别有一番味道。
ThumbnailUtils是系统内置的一个生成缩略图的工具类,只有512行代码,网上有很多使用ThumbnailUtils的例子,刚好我个人正在整理Bitmap的相关资料,希望从中也能有所收获。
几个概念
像素规范
系统中对缩略图的像素定义了三种规范:
1 2 3 4 5 | // frameworks/base/core/java/android/provider/MediaStoreSaver.java // Images.Thumbnails public static final int MINI_KIND = 1; // 512 x 384 public static final int FULL_SCREEN_KIND = 2; // 未定义 public static final int MICRO_KIND = 3; // 160 * 120 |
对于开发者,只支持MINI_KIND和MICRO_KIND两种类型。为什么是这个像素呢?因为ThumbnailUtils中定义如下:
1 2 3 4 5 6 | public class ThumbnailUtils { /* Maximum pixels size for created bitmap. */ private static final int MAX_NUM_PIXELS_THUMBNAIL = 512 * 384; private static final int MAX_NUM_PIXELS_MICRO_THUMBNAIL = 160 * 120; private static final int UNCONSTRAINED = -1; } |
其中MAX_NUM_PIXELS_MICRO_THUMBNAIL的值之前是128 128,在4.2+版本上被调整为160 120,原因很简单,现在手机拍摄照片比例普遍是4:3,如果不是这个比例生成缩略图的时候需要更多的计算。
尺寸规范
系统中对MINI_KIND和MICRO_KIND两种类型的图片尺寸做了限制,强调一下,是“系统”。
1 2 | public static final int TARGET_SIZE_MINI_THUMBNAIL = 320; public static final int TARGET_SIZE_MICRO_THUMBNAIL = 96; |
当然这两个字段是@hide的,是专门系统用的。
如果图片缩略图,MINI_KIND则等比例缩到360,MICRO_KIND则缩放为96 x 96的正方形(实现方法参考下面的#最合适的缩略图)
如果视频缩略图,MINI_KIND则等比例缩到512(这个512是写死在代码里的magic number),MICRO_KIND则缩放为96 x 96的正方形(实现方法参考下面的#最合适的缩略图)
Exif格式
Exif是一种图像文件格式,它的数据存储与JPEG格式是完全相同的。实际上Exif格式就是在JPEG格式头部插入了数码照片的信息,包括拍摄时的光圈、快门、白平衡、ISO、焦距、日期时间等各种和拍摄条件以及相机品牌、型号、色彩编码、拍摄时录制的声音以及GPS全球定位系统数据、缩略图等。
具体元信息,可参考f/b/media/java/android/media/ExifInterface.java
这里我特别指出ExifInterface的两点,在大家工作中很有可能会碰到:
1 2 3 4 5 6 7 8 9 10 11 12 13 14 | /** * This is a class for reading and writing Exif tags in a JPEG file. */ public class ExifInterface { // 1. 方向,也就是旋转角度 public static final String TAG_ORIENTATION = "Orientation"; // 2. 从Exif中获取缩略图, 如果没有则返回null public byte[] getThumbnail() { synchronized (sLock) { return getThumbnailNative(mFilename); } } } |
最合适的缩略图
等比例缩放只需要按Bitmap.createBitmap即可,但是Thumbnail的缩略图生成算法中为了从中间截图最合适的部分,包含了裁剪的逻辑。主要分两步:
先缩放:按照填满的思想缩放到目标大小
再裁剪:从中间裁剪目标大小的区域
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 | /** * 把原始图片转化为目标大小的图片,从中间截图 * 注意:这里我把放大的一个逻辑处理删除了,那段逻辑永远不会执行 */ private static Bitmap transform(Matrix scaler, Bitmap source, int targetWidth, int targetHeight, int options) { // 是否回收原始Bitmap boolean recycle = (options & OPTIONS_RECYCLE_INPUT) != 0; // 计算是按宽度还是高度计算缩放比例 // 这里通过高宽比计算缩放的方法,可以用填满的思维去想象一下 float bitmapWidthF = source.getWidth(); float bitmapHeightF = source.getHeight(); float bitmapAspect = bitmapWidthF / bitmapHeightF; float viewAspect = (float) targetWidth / targetHeight; if (bitmapAspect > viewAspect) { float scale = targetHeight / bitmapHeightF; if (scale < .9F || scale > 1F) { scaler.setScale(scale, scale); } else { scaler = null; } } else { float scale = targetWidth / bitmapWidthF; if (scale < .9F || scale > 1F) { scaler.setScale(scale, scale); } else { scaler = null; } } // 调用Bitmap.createBitmap方法按上面算出的缩放比例等比例缩小 Bitmap b1; if (scaler != null) { // this is used for minithumb and crop, so we want to filter here. b1 = Bitmap.createBitmap(source, 0, 0, source.getWidth(), source.getHeight(), scaler, true); } else { b1 = source; } if (recycle && b1 != source) { source.recycle(); } // 从中间裁剪最合适部分 int dx1 = Math.max(0, b1.getWidth() - targetWidth); int dy1 = Math.max(0, b1.getHeight() - targetHeight); Bitmap b2 = Bitmap.createBitmap( b1, dx1 / 2, dy1 / 2, targetWidth, targetHeight); if (b2 != b1) { if (recycle || b1 != source) { b1.recycle(); } } return b2; } |
基于上面的算法,ThumbnailUtils对外提供了如下接口生成缩略图:
1 2 3 | // options主要用于是否回收原始Bitmap public static Bitmap extractThumbnail(Bitmap source, int width, int height, int options) public static Bitmap extractThumbnail(Bitmap source, int width, int height) |
视频缩略图
使用MediaMetadataRetriever读取视频第一帧Bitmap,然后据此再生成缩略图。
如果kind为Thumbnails.MINI_KIND,就等比例生成最大宽或者高为512的小图。
如果king为Thumbnails.MICRO_KIND,就使用上面讲的最合适的缩略图算法,生成96 x 96的正方形小图
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 | public static Bitmap createVideoThumbnail(String filePath, int kind) { Bitmap bitmap = null; MediaMetadataRetriever retriever = new MediaMetadataRetriever(); try { retriever.setDataSource(filePath); bitmap = retriever.getFrameAtTime(-1); } catch (IllegalArgumentException ex) { // Assume this is a corrupt video file } catch (RuntimeException ex) { // Assume this is a corrupt video file. } finally { try { retriever.release(); } catch (RuntimeException ex) { // Ignore failures while cleaning up. } } if (bitmap == null) return null; if (kind == Images.Thumbnails.MINI_KIND) { // Scale down the bitmap if it's too large. int width = bitmap.getWidth(); int height = bitmap.getHeight(); int max = Math.max(width, height); if (max > 512) { float scale = 512f / max; int w = Math.round(scale * width); int h = Math.round(scale * height); bitmap = Bitmap.createScaledBitmap(bitmap, w, h, true); } } else if (kind == Images.Thumbnails.MICRO_KIND) { bitmap = extractThumbnail(bitmap, TARGET_SIZE_MICRO_THUMBNAIL, TARGET_SIZE_MICRO_THUMBNAIL, OPTIONS_RECYCLE_INPUT); } return bitmap; } |
内部方法
ThumbnailUtils其实对外的方法就上面三个演示的三个方法,除此之外,内部还有两部分,一部分是生成图片文件的缩略图,另外一部分就是未使用的无用代码。
计算SampleSize
系统中新加入一张图,就要生成缩略图了,最重要的就是计算SampleSize了,ThumbnailUtils提供了两种算法:
按目标最小边(minSideLength)
定义最小边的缩放比例
(int) Math.min(Math.floor(w / minSideLength), Math.floor(h / minSideLength))
按目标像素(maxNumOfPixels)
定义像素的缩放比例
(int) Math.ceil(Math.sqrt(w * h / maxNumOfPixels))
具体实现
同时支持不指定限制,也做了一个默认值处理,实现如下:
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 | // 计算缩放比例 private static int computeInitialSampleSize(BitmapFactory.Options options, int minSideLength, int maxNumOfPixels) { double w = options.outWidth; double h = options.outHeight; int lowerBound = (maxNumOfPixels == UNCONSTRAINED) ? 1 : (int) Math.ceil(Math.sqrt(w * h / maxNumOfPixels)); int upperBound = (minSideLength == UNCONSTRAINED) ? 128 : (int) Math.min(Math.floor(w / minSideLength), Math.floor(h / minSideLength)); if (upperBound < lowerBound) { // return the larger one when there is no overlapping zone. return lowerBound; } if ((maxNumOfPixels == UNCONSTRAINED) && (minSideLength == UNCONSTRAINED)) { return 1; } else if (minSideLength == UNCONSTRAINED) { return lowerBound; } else { return upperBound; } } |
但是上面的缩放比例不是标准的2的次放,不符合BitmapFactory的规范,再封装一下:
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 | // 规范化上面的sampleSize为2的次方或者8的倍数 // 据说这是BitmapFactory的要求,可以避免OOM?注释里说的。 private static int computeSampleSize(BitmapFactory.Options options, int minSideLength, int maxNumOfPixels) { int initialSize = computeInitialSampleSize(options, minSideLength, maxNumOfPixels); int roundedSize; if (initialSize <= 8) { // 如果小于8,转化为2的次方(通过位移来转化,可以借鉴一下) roundedSize = 1; while (roundedSize < initialSize) { roundedSize <<= 1; } } else { // 如果大于8,转化为8的倍数 roundedSize = (initialSize + 7) / 8 * 8; } return roundedSize; } |
从EXIF中选取缩略图
只支持JPG中读取EXIF信息。
这里不是说EXIF有缩略图就用这个缩略图,而是会先用高宽算出文件本身的TargetSize对应的缩略图,和EXIF中缩放到TargetSize对应的缩略图比较,哪个大取哪个。
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 | /** * Creates a bitmap by either downsampling from the thumbnail in EXIF or the full image. * The functions returns a SizedThumbnailBitmap, * which contains a downsampled bitmap and the thumbnail data in EXIF if exists. */ private static void createThumbnailFromEXIF(String filePath, int targetSize, int maxPixels, SizedThumbnailBitmap sizedThumbBitmap) { if (filePath == null) return; ExifInterface exif = null; byte [] thumbData = null; try { exif = new ExifInterface(filePath); thumbData = exif.getThumbnail(); } catch (IOException ex) { Log.w(TAG, ex); } BitmapFactory.Options fullOptions = new BitmapFactory.Options(); BitmapFactory.Options exifOptions = new BitmapFactory.Options(); int exifThumbWidth = 0; int fullThumbWidth = 0; // Compute exifThumbWidth. if (thumbData != null) { exifOptions.inJustDecodeBounds = true; BitmapFactory.decodeByteArray(thumbData, 0, thumbData.length, exifOptions); exifOptions.inSampleSize = computeSampleSize(exifOptions, targetSize, maxPixels); exifThumbWidth = exifOptions.outWidth / exifOptions.inSampleSize; } // Compute fullThumbWidth. fullOptions.inJustDecodeBounds = true; BitmapFactory.decodeFile(filePath, fullOptions); fullOptions.inSampleSize = computeSampleSize(fullOptions, targetSize, maxPixels); fullThumbWidth = fullOptions.outWidth / fullOptions.inSampleSize; // Choose the larger thumbnail as the returning sizedThumbBitmap. if (thumbData != null && exifThumbWidth >= fullThumbWidth) { int width = exifOptions.outWidth; int height = exifOptions.outHeight; exifOptions.inJustDecodeBounds = false; sizedThumbBitmap.mBitmap = BitmapFactory.decodeByteArray(thumbData, 0, thumbData.length, exifOptions); if (sizedThumbBitmap.mBitmap != null) { sizedThumbBitmap.mThumbnailData = thumbData; sizedThumbBitmap.mThumbnailWidth = width; sizedThumbBitmap.mThumbnailHeight = height; } } else { fullOptions.inJustDecodeBounds = false; sizedThumbBitmap.mBitmap = BitmapFactory.decodeFile(filePath, fullOptions); } } |
图片文件缩略图
如果是MINI_KIND,尺寸最小边缩放到320左右,像素缩放到512 x 387。否则就是MICRO_KIND,尺寸最大边缩放到96,像素所放到160 x 120。
如果图片是JPG,参考上面的方法从EXIF中选取缩略图。否则,用decodeFileDescriptor()老老实实等比例生成缩略图。
最终成功后,如果是MICRO_KIND,还要裁剪为96 x 96的正方形。
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 | public static Bitmap createImageThumbnail(String filePath, int kind) { boolean wantMini = (kind == Images.Thumbnails.MINI_KIND); int targetSize = wantMini ? TARGET_SIZE_MINI_THUMBNAIL : TARGET_SIZE_MICRO_THUMBNAIL; int maxPixels = wantMini ? MAX_NUM_PIXELS_THUMBNAIL : MAX_NUM_PIXELS_MICRO_THUMBNAIL; SizedThumbnailBitmap sizedThumbnailBitmap = new SizedThumbnailBitmap(); Bitmap bitmap = null; MediaFileType fileType = MediaFile.getFileType(filePath); if (fileType != null && fileType.fileType == MediaFile.FILE_TYPE_JPEG) { createThumbnailFromEXIF(filePath, targetSize, maxPixels, sizedThumbnailBitmap); bitmap = sizedThumbnailBitmap.mBitmap; } if (bitmap == null) { FileInputStream stream = null; try { stream = new FileInputStream(filePath); FileDescriptor fd = stream.getFD(); BitmapFactory.Options options = new BitmapFactory.Options(); options.inSampleSize = 1; options.inJustDecodeBounds = true; BitmapFactory.decodeFileDescriptor(fd, null, options); if (options.mCancel || options.outWidth == -1 || options.outHeight == -1) { return null; } options.inSampleSize = computeSampleSize( options, targetSize, maxPixels); options.inJustDecodeBounds = false; options.inDither = false; options.inPreferredConfig = Bitmap.Config.ARGB_8888; bitmap = BitmapFactory.decodeFileDescriptor(fd, null, options); } catch (IOException ex) { Log.e(TAG, "", ex); } catch (OutOfMemoryError oom) { Log.e(TAG, "Unable to decode file " + filePath + ". OutOfMemoryError.", oom); } finally { try { if (stream != null) { stream.close(); } } catch (IOException ex) { Log.e(TAG, "", ex); } } } if (kind == Images.Thumbnails.MICRO_KIND) { // now we make it a "square thumbnail" for MICRO_KIND thumbnail bitmap = extractThumbnail(bitmap, TARGET_SIZE_MICRO_THUMBNAIL, TARGET_SIZE_MICRO_THUMBNAIL, OPTIONS_RECYCLE_INPUT); } return bitmap; } |
这里你可能注意到了,如果从EXIF的代码中获取本身文件缩略图用的是decodeFile(),而后面非JPG图片获取缩略图用decodeFileDescriptor(),为什么呢?
不知道,也许是开发者“Ray Chen”忘记了,只改了一部分,另外一部分为了稳定性也没改。
据网上资料看,decodeFileDescriptor()比decodeFile()更省内存,没有论证,仅供参考。
未使用的无用代码
在ThumbnailUtils有一些私有方法,但是自己又没有去调用,暂且把这些方法定位无用代码吧:
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 | /** * Make a bitmap from a given Uri, minimal side length, and maximum number of pixels. * The image data will be read from specified pfd if it's not null, otherwise * a new input stream will be created using specified ContentResolver. * * Clients are allowed to pass their own BitmapFactory.Options used for bitmap decoding. A * new BitmapFactory.Options will be created if options is null. */ private static Bitmap makeBitmap(int minSideLength, int maxNumOfPixels, Uri uri, ContentResolver cr, ParcelFileDescriptor pfd, BitmapFactory.Options options) { Bitmap b = null; try { if (pfd == null) pfd = makeInputStream(uri, cr); if (pfd == null) return null; if (options == null) options = new BitmapFactory.Options(); FileDescriptor fd = pfd.getFileDescriptor(); options.inSampleSize = 1; options.inJustDecodeBounds = true; BitmapFactory.decodeFileDescriptor(fd, null, options); if (options.mCancel || options.outWidth == -1 || options.outHeight == -1) { return null; } options.inSampleSize = computeSampleSize( options, minSideLength, maxNumOfPixels); options.inJustDecodeBounds = false; options.inDither = false; options.inPreferredConfig = Bitmap.Config.ARGB_8888; b = BitmapFactory.decodeFileDescriptor(fd, null, options); } catch (OutOfMemoryError ex) { Log.e(TAG, "Got oom exception ", ex); return null; } finally { closeSilently(pfd); } return b; } private static void closeSilently(ParcelFileDescriptor c) { if (c == null) return; try { c.close(); } catch (Throwable t) { // do nothing } } private static ParcelFileDescriptor makeInputStream( Uri uri, ContentResolver cr) { try { return cr.openFileDescriptor(uri, "r"); } catch (IOException ex) { return null; } } |
小结
通过学习ThumbnailUtils生成缩略图的方方面面,结合自己的经验实践,从此生成缩略图无忧。
零零散散写的有点乱,但基本上能运行到的每行代码都覆盖到了,对于理解ThumbnailUtils这个类来说,应该够了。
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