bitmap的内存分配主要有两个含义：

应用程序实现时针对bitmap的内存缓存；
从原始数据（byte[]）经过decode生成bitmap过程中的内存分配问题；

其中第一个含义，在Fresco中实现对应的就是interface MemoryCache，这里略有提及，不会大费章节，主要关注decode过程中的内存分配问题。
WHAT？ 从http://frescolib.org/关于memory的介绍可以知道，在4.x及以下的系统上，Fresco的bitmap decode会把bitmap的pixel data（像素数据）放到一个“特殊的内存区域’ ”，这个特殊的内存区域其实就是ashmem，至于ashmem是什么，详细的可以参考罗升阳的博客（http://blog.csdn.net/luoshengyang/article/details/6651971 ），这里不详述。
WHY？ 那为什么在4.x及以下系统需要这样做？原因是如果Bitmap数量很多时会占用大量的内存（这里内存特指Java Heap），必然就会更加频繁的触发虚拟机进行GC，GC 会导致stop the world，就会出现卡顿，而5.0之后采用了art模式，对GC进行了优化，情况比较乐观（为什么这么说？另说），而在4.x及以下的手机就比较糟糕了，所以，在4.x及以下系统上Fresco选择了ashmem作为pixel data的存储区域。（对于想深究GC的问题，可自行分析dalvik和art的相关代码）
另外，Java Heap的GC问题既然会导致freeze的问题，那么我们也可以采用native heap，这个不受GC的影响，而且内存很大（基本可以认为只受物理内存大小影响），需要的只是特别注意去回收内存。那为什么不用native heap，而去选择ashmem呢？这个问题后面会讲解。
HOW？ Bitmap在Fresco这个框架是在decode时，内存被分配到ashmem中呢？接下来从代码上，慢慢分析这个过程。
PlatformDecoder
在Fresco中，提供了PlatformDecoder这个接口用于处理bitmap的decode过程，下面包括了该接口的具体实现类；

从类名就可以推测，Fresco根据系统版本不同，使用不同的decoder，从下面的代码也大致证实了这个推测（但有所差别）：

/**
   * 
   * source : com/facebook/imagepipeline/core/ImagePipelineFactory.java
   *
   */

/**
     * Provide the implementation of the PlatformDecoder for the current platform using the
     * provided PoolFactory
     *
     * @param poolFactory The PoolFactory
     * @return The PlatformDecoder implementation
     */
    public static PlatformDecoder buildPlatformDecoder(
            PoolFactory poolFactory,
            boolean directWebpDirectDecodingEnabled,
            BitmapCounterTracker bitmapCounterTracker) {
        if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.LOLLIPOP) {
            int maxNumThreads = poolFactory.getFlexByteArrayPoolMaxNumThreads();
            return new ArtDecoder(
                    poolFactory.getBitmapPool(),
                    maxNumThreads,
                    new Pools.SynchronizedPool<>(maxNumThreads));
        } else {
            if (directWebpDirectDecodingEnabled
                    && Build.VERSION.SDK_INT < Build.VERSION_CODES.KITKAT) {
                return new GingerbreadPurgeableDecoder(bitmapCounterTracker);
            } else {
                return new KitKatPurgeableDecoder(
                        poolFactory.getFlexByteArrayPool(), bitmapCounterTracker);
            }
        }
    }

1.1
分别是，5.0以上都使用ArtDecoder，4.4以下如果directWebpDirectDecodingEnabled为true，则使用GingerbreadPurgeableDecoder，不然其他都使用KitKatPurgeableDecoder。这些decoder主要包含两个方法对原始数据进行decode：decodeFromEncodedImage和decodeJPEGFromEncodedImage。由于在decode环节上，这两个方法并无二致，为了方便，所以就选择decodeFromEncodedImage进行深入分析。
DalvikPurgeableDecoder
先看DalvikPurgeableDecoder的decodeFromEncodedImage方法：

/**
   * 
   * source : com/facebook/imagepipeline/platform/DalvikPurgeableDecoder.java
   *
   */
@Override
  public CloseableReference decodeFromEncodedImage(
      final EncodedImage encodedImage,
      Bitmap.Config bitmapConfig) {
    BitmapFactory.Options options = getBitmapFactoryOptions(
        encodedImage.getSampleSize(),
        bitmapConfig);
    CloseableReference bytesRef = encodedImage.getByteBufferRef();
    Preconditions.checkNotNull(bytesRef);
    try {
      Bitmap bitmap = decodeByteArrayAsPurgeable(bytesRef, options);
      return pinBitmap(bitmap);
    } finally {
      CloseableReference.closeSafely(bytesRef);
    }
  }

private static BitmapFactory.Options getBitmapFactoryOptions(
      int sampleSize,
      Bitmap.Config bitmapConfig) {
    BitmapFactory.Options options = new BitmapFactory.Options();
    options.inDither = true; // known to improve picture quality at low cost
    options.inPreferredConfig = bitmapConfig;
    // Decode the image into a 'purgeable' bitmap that lives on the ashmem heap
    options.inPurgeable = true;
    // Enable copy of of bitmap to enable purgeable decoding by filedescriptor
    options.inInputShareable = true;
    // Sample size should ONLY be different than 1 when downsampling is enabled in the pipeline
    options.inSampleSize = sampleSize;
    if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.HONEYCOMB) {
      options.inMutable = true;  // no known perf difference; allows postprocessing to work
    }
    return options;
  }

2.1
着重关注和内存分配相关的两个设置：inPurgeable和inInputShareable。上面注释看，inPurgeable能使bitmap的内存分配到ashmem上，对于通过filedescriptor去decode的方式，还要设置 inInputShareable为true，只能够使内存分配到ashmem上。先关注inPurgeable

/**
         * If this is set to true, then the resulting bitmap will allocate its
         * pixels such that they can be purged if the system needs to reclaim
         * memory. In that instance, when the pixels need to be accessed again
         * (e.g. the bitmap is drawn, getPixels() is called), they will be
         * automatically re-decoded.
         *
         * For the re-decode to happen, the bitmap must have access to the
         * encoded data, either by sharing a reference to the input
         * or by making a copy of it. This distinction is controlled by
         * inInputShareable. If this is true, then the bitmap may keep a shallow
         * reference to the input. If this is false, then the bitmap will
         * explicitly make a copy of the input data, and keep that. Even if
         * sharing is allowed, the implementation may still decide to make a
         * deep copy of the input data.
         *
         * While inPurgeable can help avoid big Dalvik heap allocations (from
         * API level 11 onward), it sacrifices performance predictability since any
         * image that the view system tries to draw may incur a decode delay which
         * can lead to dropped frames. Therefore, most apps should avoid using
         * inPurgeable to allow for a fast and fluid UI. To minimize Dalvik heap
         * allocations use the {@link #inBitmap} flag instead.
         *
         * Note: This flag is ignored when used
         * with {@link #decodeResource(Resources, int,
         * android.graphics.BitmapFactory.Options)} or {@link #decodeFile(String,
         * android.graphics.BitmapFactory.Options)}.
         */
        public boolean inPurgeable;

2.2
从注释看inPurgeable的作用是，在KITKAT及以下，使用该参数的话，当系统需要回收内存的时候，bitmap的pixels可以被清除。好在的是，当pixels需要被重新访问的时候（例如bitmap draw或者调用getPixels()的时候），它们又可以重新被decode出来。要重新decode出来的话，自然需要encoded data，encdoded data可能来源于对原始那份encoded data的引用，或者是对原始数据的拷贝。具体是引用或者拷贝，就是根据 inInputShareable来决定的，如果是true那就是引用，不然就是deep copy，但是inInputShareable即使设置为true，不同的实现也可能是直接进行deep copy。而大的问题是， inPurgeable虽然能够避免在Java heap中分配内存，但是牺牲点了UI的流畅性，为什么？因为重新decode的过程是在UI线程进行的，这会导致一定的掉帧问题。
inPurgeable可以引出了两个问题：

Decode过程是如何根据它来把pixels分配到ashmem？sdk文档中并没有提及到这一点，是不是真的如此？
Decode为什么会导致drop frames，又该如何解决？

Pixels到ashmem过程 回到decodeFromEncodedImage，它主要是调用decodeByteArrayAsPurgeable进行decode的过程，为了方便（因为GingerbreadPurgeableDecoder的decode过程较为复杂，而且存在一定问题，留待后面解析 ），我们分析KitKatPurgeableDecoder 的该方法：

/**
   * Decodes a byteArray into a purgeable bitmap
   *
   * @param bytesRef the byte buffer that contains the encoded bytes
   * @return
   */
  @Override
  protected Bitmap decodeByteArrayAsPurgeable(
      CloseableReference bytesRef,
      BitmapFactory.Options options) {
    final PooledByteBuffer pooledByteBuffer = bytesRef.get();
    final int length = pooledByteBuffer.size();
    final CloseableReference encodedBytesArrayRef = mFlexByteArrayPool.get(length);
    try {
      final byte[] encodedBytesArray = encodedBytesArrayRef.get();
      pooledByteBuffer.read(0, encodedBytesArray, 0, length);
      Bitmap bitmap = BitmapFactory.decodeByteArray(
          encodedBytesArray,
          0,
          length,
          options);
      return Preconditions.checkNotNull(bitmap, "BitmapFactory returned null");
    } finally {
      CloseableReference.closeSafely(encodedBytesArrayRef);
    }
  }

3.1
很简单，就是就是copy数据到byte[]，然后调用BitmapFactory的decodeByteArray进行decode。BitmapFactory的decodeByteArray最终通过jni的方式，调用BitmapFactory.cpp的nativeDecodeByteArray方法：

static jobject nativeDecodeByteArray(JNIEnv* env, jobject, jbyteArray byteArray,
        int offset, int length, jobject options) {
    /*  If optionsShareable() we could decide to just wrap the java array and
        share it, but that means adding a globalref to the java array object
        and managing its lifetime. For now we just always copy the array's data
        if optionsPurgeable(), unless we're just decoding bounds.
     */
    bool purgeable = optionsPurgeable(env, options) && !optionsJustBounds(env, options);
    AutoJavaByteArray ar(env, byteArray);
    SkMemoryStream* stream = new SkMemoryStream(ar.ptr() + offset, length, purgeable);
    SkAutoUnref aur(stream);
    return doDecode(env, stream, NULL, options, purgeable);
}

3.2
从上面代码看，除非BitmapOptions设置了inJustDecodeBounds为true，不然由于inPurgeable为true，所以临时变量purgeable都为true。purgeable的值影响的是SkMemoryStream的区别：

SkMemoryStream::SkMemoryStream(const void* src, size_t size, bool copyData) {
    fData = newFromParams(src, size, copyData);
    fOffset = 0;
}

static SkData* newFromParams(const void* src, size_t size, bool copyData) {
    if (copyData) {
        return SkData::NewWithCopy(src, size);
    } else {
        return SkData::NewWithProc(src, size, NULL, NULL);
    }
}

SkData* SkData::NewWithCopy(const void* data, size_t length) {
    if (0 == length) {
        return SkData::NewEmpty();
    }
    void* copy = sk_malloc_throw(length); // balanced in sk_free_releaseproc
    memcpy(copy, data, length);
    return new SkData(copy, length, sk_free_releaseproc, NULL);
}

SkData* SkData::NewWithProc(const void* data, size_t length,
                            ReleaseProc proc, void* context) {
    return new SkData(data, length, proc, context);
}

SkData::SkData(const void* ptr, size_t size, ReleaseProc proc, void* context) {
    fPtr = ptr;
    fSize = size;
    fReleaseProc = proc;
    fReleaseProcContext = context;
}

3.3
从上面代码看，区别就是如果是true，则copy一份数据，不然纯粹是引用。我们这里肯定是true，所以固定会copy一份数据，也就是copy一份encoded data。这内存的分配是在native heap上做的。另外这个刚好反应上面说的，“但是inInputShareable即使设置为true，不同的实现也可能是直接进行deep copy ”。
再看关键的doDecode方法，由于这个方法很长，只截取相关的一部分去看：

// since we "may" create a purgeable imageref, we require the stream be ref'able
// i.e. dynamically allocated, since its lifetime may exceed the current stack
// frame.
static jobject doDecode(JNIEnv* env, SkStreamRewindable* stream, jobject padding,
        jobject options, bool allowPurgeable, bool forcePurgeable = false) {
    int sampleSize = 1;
    SkImageDecoder::Mode mode = SkImageDecoder::kDecodePixels_Mode;
    SkBitmap::Config prefConfig = SkBitmap::kARGB_8888_Config;
    bool doDither = true;
    bool isMutable = false;
    float scale = 1.0f;
    bool isPurgeable = forcePurgeable || (allowPurgeable && optionsPurgeable(env, options));
    bool preferQualityOverSpeed = false;
    bool requireUnpremultiplied = false;
    jobject javaBitmap = NULL;//其实就是BitmapOptions的inBitmap
    if (options != NULL) {
        sampleSize = env->GetIntField(options, gOptions_sampleSizeFieldID);
        if (optionsJustBounds(env, options)) {
            mode = SkImageDecoder::kDecodeBounds_Mode;
        }
........................................
		//根据部分参数计算scale的的值(我们这里scale设置为1)
        if (env->GetBooleanField(options, gOptions_scaledFieldID)) {
            const int density = env->GetIntField(options, gOptions_densityFieldID);
            const int targetDensity = env->GetIntField(options, gOptions_targetDensityFieldID);
            const int screenDensity = env->GetIntField(options, gOptions_screenDensityFieldID);
            if (density != 0 && targetDensity != 0 && density != screenDensity) {
                scale = (float) targetDensity / density;
            }
        }
    }
    const bool willScale = scale != 1.0f;
    isPurgeable &= !willScale;//如果bitmap需要scale那么isPurgeable必然为false
    SkImageDecoder* decoder = SkImageDecoder::Factory(stream);
    if (decoder == NULL) {
        return nullObjectReturn("SkImageDecoder::Factory returned null");
    }
...........................................................
    SkAutoTDelete adb(outputBitmap == NULL ? new SkBitmap : NULL);
    if (outputBitmap == NULL) outputBitmap = adb.get();
    NinePatchPeeker peeker(decoder);
    decoder->setPeeker(&peeker);
	//如果isPurgeable，使用kDecodeBounds_Mode，用于先计算出图片的宽高等，而不是直接decode出pixels来
    SkImageDecoder::Mode decodeMode = isPurgeable ? SkImageDecoder::kDecodeBounds_Mode : mode;
...........................................................................
    // Only setup the decoder to be deleted after its stack-based, refcounted
    // components (allocators, peekers, etc) are declared. This prevents RefCnt
    // asserts from firing due to the order objects are deleted from the stack.
    SkAutoTDelete add(decoder);
    AutoDecoderCancel adc(options, decoder);
    // To fix the race condition in case "requestCancelDecode"
    // happens earlier than AutoDecoderCancel object is added
    // to the gAutoDecoderCancelMutex linked list.
    if (options != NULL && env->GetBooleanField(options, gOptions_mCancelID)) {
        return nullObjectReturn("gOptions_mCancelID");
    }
    SkBitmap decodingBitmap;
	//使用kDecodeBounds_Mode，先计算出图片的宽高等，而不是直接decode出pixels来
    if (!decoder->decode(stream, &decodingBitmap, prefConfig, decodeMode)) {
        return nullObjectReturn("decoder->decode returned false");
    }
.............................................
    if (willScale) {
        .............
        .............
    } else {
		//把outputBitmap设置为刚才decode出的decodingBitmap
        outputBitmap->swap(decodingBitmap);
    }

    SkPixelRef* pr;
    if (isPurgeable) {
        pr = installPixelRef(outputBitmap, stream, sampleSize, doDither);
    } else {
        // if we get here, we're in kDecodePixels_Mode and will therefore
        // already have a pixelref installed.
        pr = outputBitmap->pixelRef();
    }
    if (pr == NULL) {
        return nullObjectReturn("Got null SkPixelRef");
    }
    if (!isMutable && javaBitmap == NULL) {
        // promise we will never change our pixels (great for sharing and pictures)
        pr->setImmutable();
    }
    // detach bitmap from its autodeleter, since we want to own it now
    adb.detach();
    if (javaBitmap != NULL) {
        bool isPremultiplied = !requireUnpremultiplied;
        GraphicsJNI::reinitBitmap(env, javaBitmap, outputBitmap, isPremultiplied);
        outputBitmap->notifyPixelsChanged();
        // If a java bitmap was passed in for reuse, pass it back
        return javaBitmap;
    }
    int bitmapCreateFlags = 0x0;
    if (isMutable) bitmapCreateFlags |= GraphicsJNI::kBitmapCreateFlag_Mutable;
    if (!requireUnpremultiplied) bitmapCreateFlags |= GraphicsJNI::kBitmapCreateFlag_Premultiplied;
    // now create the java bitmap
    return GraphicsJNI::createBitmap(env, outputBitmap, javaAllocator.getStorageObj(),
            bitmapCreateFlags, ninePatchChunk, layoutBounds, -1);
}

static SkPixelRef* installPixelRef(SkBitmap* bitmap, SkStreamRewindable* stream,
        int sampleSize, bool ditherImage) {
    SkImageRef* pr;
    // only use ashmem for large images, since mmaps come at a price
    if (bitmap->getSize() >= 32 * 1024) {
        pr = new SkImageRef_ashmem(stream, bitmap->config(), sampleSize);
    } else {
        pr = new SkImageRef_GlobalPool(stream, bitmap->config(), sampleSize);
    }
    pr->setDitherImage(ditherImage);
    bitmap->setPixelRef(pr)->unref();
    pr->isOpaque(bitmap);
    return pr;
}

3.4
从上面红色标注可以大概知道（根据名字），当Bitmap的size大于32k时，bitmap会被分配到ashmem中，不然被分配到一个叫global pool的地方。所以前面提到，“当inPurgeable为ture时，bitmap的pixels会被分配到ashmem上”这个说法过于绝对，不太准确（至少官方kitkat-release这个分支上），准确上应该说“ 当inPurgeable为ture且bitmap占用内存超过32k时，bitmap的pixels会被分配到ashmem上”。
而且，由于inPurgeable 为ture，所以decoder的SkImageDecoder ::Mode decodeMode是kDecodeBounds_Mode ，看decode函数：

bool SkImageDecoder::decode(SkStream* stream, SkBitmap* bm,
                            SkBitmap::Config pref, Mode mode) {
    // we reset this to false before calling onDecode
    fShouldCancelDecode = false;
    // assign this, for use by getPrefConfig(), in case fUsePrefTable is false
    fDefaultPref = pref;
    // pass a temporary bitmap, so that if we return false, we are assured of
    // leaving the caller's bitmap untouched.
    SkBitmap    tmp;
    if (!this->onDecode(stream, &tmp, mode)) {
        return false;
    }
    bm->swap(tmp);
    return true;
}

3.5
假设decoder是SkPNGImageDecoder，那么

bool SkPNGImageDecoder::onDecode(SkStream* sk_stream, SkBitmap* decodedBitmap,
                                 Mode mode) {
    png_structp png_ptr;
    png_infop info_ptr;
    if (!onDecodeInit(sk_stream, &png_ptr, &info_ptr)) {
        return false;
    }
    if (setjmp(png_jmpbuf(png_ptr))) {
        return false;
    }
    PNGAutoClean autoClean(png_ptr, info_ptr);
    png_uint_32 origWidth, origHeight;
    int bitDepth, colorType, interlaceType;
    png_get_IHDR(png_ptr, info_ptr, &origWidth, &origHeight, &bitDepth,
                 &colorType, &interlaceType, int_p_NULL, int_p_NULL);
    SkBitmap::Config    config;
    bool                hasAlpha = false;
    SkPMColor           theTranspColor = 0; // 0 tells us not to try to match
    if (!this->getBitmapConfig(png_ptr, info_ptr, &config, &hasAlpha, &theTranspColor)) {
        return false;
    }
    const int sampleSize = this->getSampleSize();
    SkScaledBitmapSampler sampler(origWidth, origHeight, sampleSize);
    decodedBitmap->setConfig(config, sampler.scaledWidth(), sampler.scaledHeight());
    if (SkImageDecoder::kDecodeBounds_Mode == mode) {
        return true;
    }
................................
}

3.6
可见，如果decode mode是kDecodeBounds_Mode ，则不会分配实际内存，只是计算出诸如宽高等信息。而且上面的描述我们只是从函数名推断pixels会被分配到ashmem中，但是哪里会分配到实际的内存呢？但看完整个deDecode的过程，都没有发现有内存分配的地方，那究竟内存什么时候分配，在哪里分配？回到前面注释说的那段话：当pixels需要被重新访问的时候（例如bitmap draw或者调用getPixels()的时候），它们又可以重新被decode出来。那么猜想会不会在draw bitmap的时候bitmap的内存进行分配的呢？找到Canvas的drawBitmap方法，由此走上开始一段代码copy的路，看：

public void drawBitmap(@NonNull Bitmap bitmap, float left, float top, @Nullable Paint paint) {
        throwIfCannotDraw(bitmap);
        native_drawBitmap(mNativeCanvasWrapper, bitmap, left, top,
                paint != null ? paint.getNativeInstance() : 0, mDensity, mScreenDensity, bitmap.mDensity);
    }

{"native_drawBitmap","(IIFFIIII)V",
        (void*) SkCanvasGlue::drawBitmap__BitmapFFPaint},

static void drawBitmap__BitmapFFPaint(JNIEnv* env, jobject jcanvas,
                                          SkCanvas* canvas, SkBitmap* bitmap,
                                          jfloat left, jfloat top,
                                          SkPaint* paint, jint canvasDensity,
                                          jint screenDensity, jint bitmapDensity) {
        SkScalar left_ = SkFloatToScalar(left);
        SkScalar top_ = SkFloatToScalar(top);
        if (canvasDensity == bitmapDensity || canvasDensity == 0
                || bitmapDensity == 0) {
            if (screenDensity != 0 && screenDensity != bitmapDensity) {
                SkPaint filteredPaint;
                if (paint) {
                    filteredPaint = *paint;
                }
                filteredPaint.setFilterBitmap(true);
                canvas->drawBitmap(*bitmap, left_, top_, &filteredPaint);
            } else {
                canvas->drawBitmap(*bitmap, left_, top_, paint);
            }
        } else {
            canvas->save();
            SkScalar scale = SkFloatToScalar(canvasDensity / (float)bitmapDensity);
            canvas->translate(left_, top_);
            canvas->scale(scale, scale);
            SkPaint filteredPaint;
            if (paint) {
                filteredPaint = *paint;
            }
            filteredPaint.setFilterBitmap(true);
            canvas->drawBitmap(*bitmap, 0, 0, &filteredPaint);
            canvas->restore();
        }
    }

void SkCanvas::drawBitmap(const SkBitmap& bitmap, SkScalar x, SkScalar y,
                          const SkPaint* paint) {
    SkDEBUGCODE(bitmap.validate();)
    if (NULL == paint || paint->canComputeFastBounds()) {
        SkRect bounds = {
            x, y,
            x + SkIntToScalar(bitmap.width()),
            y + SkIntToScalar(bitmap.height())
        };
        if (paint) {
            (void)paint->computeFastBounds(bounds, &bounds);
        }
        if (this->quickReject(bounds)) {
            return;
        }
    }
    SkMatrix matrix;
    matrix.setTranslate(x, y);
    this->internalDrawBitmap(bitmap, matrix, paint);
}

void SkCanvas::internalDrawBitmap(const SkBitmap& bitmap,
                                const SkMatrix& matrix, const SkPaint* paint) {
    if (reject_bitmap(bitmap)) {
        return;
    }
    SkLazyPaint lazy;
    if (NULL == paint) {
        paint = lazy.init();
    }
    SkDEBUGCODE(bitmap.validate();)
    CHECK_LOCKCOUNT_BALANCE(bitmap);
    LOOPER_BEGIN(*paint, SkDrawFilter::kBitmap_Type)
    while (iter.next()) {
        iter.fDevice->drawBitmap(iter, bitmap, matrix, looper.paint());
    }
    LOOPER_END
}

void SkDevice::drawBitmap(const SkDraw& draw, const SkBitmap& bitmap,
                          const SkMatrix& matrix, const SkPaint& paint) {
    draw.drawBitmap(bitmap, matrix, paint);
}

void SkDraw::drawBitmap(const SkBitmap& bitmap, const SkMatrix& prematrix,
                        const SkPaint& origPaint) const {
    SkDEBUGCODE(this->validate();)
    // nothing to draw
    if (fRC->isEmpty() ||
            bitmap.width() == 0 || bitmap.height() == 0 ||
            bitmap.getConfig() == SkBitmap::kNo_Config) {
        return;
    }
    SkPaint paint(origPaint);
    paint.setStyle(SkPaint::kFill_Style);
    SkMatrix matrix;
    if (!matrix.setConcat(*fMatrix, prematrix)) {
        return;
    }
    if (clipped_out(matrix, *fRC, bitmap.width(), bitmap.height())) {
        return;
    }
    if (fBounder && just_translate(matrix, bitmap)) {
        SkIRect ir;
        int32_t ix = SkScalarRound(matrix.getTranslateX());
        int32_t iy = SkScalarRound(matrix.getTranslateY());
        ir.set(ix, iy, ix + bitmap.width(), iy + bitmap.height());
        if (!fBounder->doIRect(ir)) {
            return;
        }
    }
    if (bitmap.getConfig() != SkBitmap::kA8_Config &&
            just_translate(matrix, bitmap)) {
        //
        // It is safe to call lock pixels now, since we know the matrix is
        // (more or less) identity.
        //
        SkAutoLockPixels alp(bitmap);
        if (!bitmap.readyToDraw()) {
            return;
        }
        int ix = SkScalarRound(matrix.getTranslateX());
        int iy = SkScalarRound(matrix.getTranslateY());
        if (clipHandlesSprite(*fRC, ix, iy, bitmap)) {
            uint32_t    storage[kBlitterStorageLongCount];
            SkBlitter*  blitter = SkBlitter::ChooseSprite(*fBitmap, paint, bitmap,
                                                ix, iy, storage, sizeof(storage));
            if (blitter) {
                SkAutoTPlacementDelete   ad(blitter, storage);
                SkIRect    ir;
                ir.set(ix, iy, ix + bitmap.width(), iy + bitmap.height());
                SkScan::FillIRect(ir, *fRC, blitter);
                return;
            }
        }
    }
................................
................................
}

class SkAutoLockPixels : public SkNoncopyable {
public:
    SkAutoLockPixels(const SkBitmap& bm, bool doLock = true) : fBitmap(bm) {
        fDidLock = doLock;
        if (doLock) {
            bm.lockPixels();
        }
    }
    ~SkAutoLockPixels() {
        if (fDidLock) {
            fBitmap.unlockPixels();
        }
    }
private:
    const SkBitmap& fBitmap;
    bool            fDidLock;
};

void SkBitmap::lockPixels() const {
    if (NULL != fPixelRef && 0 == sk_atomic_inc(&fPixelLockCount)) {
        fPixelRef->lockPixels();
        this->updatePixelsFromRef();
    }
    SkDEBUGCODE(this->validate();)
}

void SkPixelRef::lockPixels() {
    SkASSERT(!fPreLocked || SKPIXELREF_PRELOCKED_LOCKCOUNT == fLockCount);
    if (!fPreLocked) {
        SkAutoMutexAcquire  ac(*fMutex);
        if (1 == ++fLockCount) {
            fPixels = this->onLockPixels(&fColorTable);
        }
    }
}

3.7
最后一段代码，this->onLockPixels这里的this就是前面SkImageRef_ashmem对象，那么：

void* SkImageRef_ashmem::onLockPixels(SkColorTable** ct) {
    SkASSERT(fBitmap.getPixels() == NULL);
    SkASSERT(fBitmap.getColorTable() == NULL);
    // fast case: check if we can just pin and get the cached data
    if (-1 != fRec.fFD) {//由于未分配内存，fFD为-1
        SkASSERT(fRec.fAddr);
        SkASSERT(!fRec.fPinned);
        int pin = ashmem_pin_region(fRec.fFD, 0, 0);
        if (ASHMEM_NOT_PURGED == pin) { // yea, fast case!
            fBitmap.setPixels(fRec.fAddr, fCT);
            fRec.fPinned = true;
        } else if (ASHMEM_WAS_PURGED == pin) {
            ashmem_unpin_region(fRec.fFD, 0, 0);
            // let go of our colortable if we lost the pixels. Well get it back
            // again when we re-decode
            if (fCT) {
                fCT->unref();
                fCT = NULL;
            }
#if defined(DUMP_ASHMEM_LIFECYCLE) || defined(TRACE_ASH_PURGE)
            SkDebugf("===== ashmem purged %d\n", fBitmap.getSize());
#endif
        } else {
            SkDebugf("===== ashmem pin_region(%d) returned %d\n", fRec.fFD, pin);
            // return null result for failure
            if (ct) {
                *ct = NULL;
            }
            return NULL;
        }
    } else {
        // no FD, will create an ashmem region in allocator
    }
    return this->INHERITED::onLockPixels(ct);
}

void* SkImageRef::onLockPixels(SkColorTable** ct) {
    if (NULL == fBitmap.getPixels()) {
        (void)this->prepareBitmap(SkImageDecoder::kDecodePixels_Mode);
    }
    if (ct) {
        *ct = fBitmap.getColorTable();
    }
    return fBitmap.getPixels();
}

bool SkImageRef::prepareBitmap(SkImageDecoder::Mode mode) {
    if (fErrorInDecoding) {
        return false;
    }
    /*  As soon as we really know our config, we record it, so that on
        subsequent calls to the codec, we are sure we will always get the same
        result.
    */
    if (SkBitmap::kNo_Config != fBitmap.config()) {
        fConfig = fBitmap.config();
    }
    if (NULL != fBitmap.getPixels() ||
            (SkBitmap::kNo_Config != fBitmap.config() &&
             SkImageDecoder::kDecodeBounds_Mode == mode)) {
        return true;
    }
    SkASSERT(fBitmap.getPixels() == NULL);
    if (!fStream->rewind()) {
        SkDEBUGF(("Failed to rewind SkImageRef stream!"));
        return false;
    }
    SkImageDecoder* codec;
    if (fFactory) {
        codec = fFactory->newDecoder(fStream);
    } else {
        codec = SkImageDecoder::Factory(fStream);
    }
    if (codec) {
        SkAutoTDelete ad(codec);
        codec->setSampleSize(fSampleSize);
        codec->setDitherImage(fDoDither);
        if (this->onDecode(codec, fStream, &fBitmap, fConfig, mode)) {
            return true;
        }
    }
#ifdef DUMP_IMAGEREF_LIFECYCLE
    if (NULL == codec) {
        SkDebugf("--- ImageRef: <%s> failed to find codec\n", this->getURI());
    } else {
        SkDebugf("--- ImageRef: <%s> failed in codec for %d mode\n",
                 this->getURI(), mode);
    }
#endif
    fErrorInDecoding = true;
    fBitmap.reset();
    return false;
}

bool SkImageRef_ashmem::onDecode(SkImageDecoder* codec, SkStream* stream,
                                 SkBitmap* bitmap, SkBitmap::Config config,
                                 SkImageDecoder::Mode mode) {
    if (SkImageDecoder::kDecodeBounds_Mode == mode) {
        return this->INHERITED::onDecode(codec, stream, bitmap, config, mode);
    }
    // Ashmem memory is guaranteed to be initialized to 0.
    codec->setSkipWritingZeroes(true);
    AshmemAllocator alloc(&fRec, this->getURI());
    codec->setAllocator(&alloc);
    bool success = this->INHERITED::onDecode(codec, stream, bitmap, config,
                                             mode);
    // remove the allocator, since its on the stack
    codec->setAllocator(NULL);
    if (success) {
        // remember the colortable (if any)
        SkRefCnt_SafeAssign(fCT, bitmap->getColorTable());
        return true;
    } else {
        if (fRec.fPinned) {
            ashmem_unpin_region(fRec.fFD, 0, 0);
            fRec.fPinned = false;
        }
        this->closeFD();
        return false;
    }
}

bool SkImageRef::onDecode(SkImageDecoder* codec, SkStream* stream,
                          SkBitmap* bitmap, SkBitmap::Config config,
                          SkImageDecoder::Mode mode) {
    return codec->decode(stream, bitmap, config, mode);
}

bool SkImageDecoder::decode(SkStream* stream, SkBitmap* bm,
                            SkBitmap::Config pref, Mode mode) {
    // we reset this to false before calling onDecode
    fShouldCancelDecode = false;
    // assign this, for use by getPrefConfig(), in case fUsePrefTable is false
    fDefaultPref = pref;
    // pass a temporary bitmap, so that if we return false, we are assured of
    // leaving the caller's bitmap untouched.
    SkBitmap    tmp;
    if (!this->onDecode(stream, &tmp, mode)) {
        return false;
    }
    bm->swap(tmp);
    return true;
}

3.8
假设图片是png图片，那么使用的decoder就是SkPNGImageDecoder：

bool SkPNGImageDecoder::onDecode(SkStream* sk_stream, SkBitmap* decodedBitmap,
                                 Mode mode) {
    png_structp png_ptr;
    png_infop info_ptr;
    if (!onDecodeInit(sk_stream, &png_ptr, &info_ptr)) {
        return false;
    }
    if (setjmp(png_jmpbuf(png_ptr))) {
        return false;
    }
    PNGAutoClean autoClean(png_ptr, info_ptr);
    png_uint_32 origWidth, origHeight;
    int bitDepth, colorType, interlaceType;
    png_get_IHDR(png_ptr, info_ptr, &origWidth, &origHeight, &bitDepth,
                 &colorType, &interlaceType, int_p_NULL, int_p_NULL);
    SkBitmap::Config    config;
    bool                hasAlpha = false;
    SkPMColor           theTranspColor = 0; // 0 tells us not to try to match
    if (!this->getBitmapConfig(png_ptr, info_ptr, &config, &hasAlpha, &theTranspColor)) {
        return false;
    }
    const int sampleSize = this->getSampleSize();
    SkScaledBitmapSampler sampler(origWidth, origHeight, sampleSize);
    decodedBitmap->setConfig(config, sampler.scaledWidth(), sampler.scaledHeight());
    if (SkImageDecoder::kDecodeBounds_Mode == mode) {
        return true;
    }
    // from here down we are concerned with colortables and pixels
    // we track if we actually see a non-opaque pixels, since sometimes a PNG sets its colortype
    // to |= PNG_COLOR_MASK_ALPHA, but all of its pixels are in fact opaque. We care, since we
    // draw lots faster if we can flag the bitmap has being opaque
    bool reallyHasAlpha = false;
    SkColorTable* colorTable = NULL;
    if (colorType == PNG_COLOR_TYPE_PALETTE) {
        decodePalette(png_ptr, info_ptr, &hasAlpha, &reallyHasAlpha, &colorTable);
    }
    SkAutoUnref aur(colorTable);
    if (!this->allocPixelRef(decodedBitmap,
                             SkBitmap::kIndex8_Config == config ? colorTable : NULL)) {
        return false;
    }
.......................................
.......................................
}

bool SkImageDecoder::allocPixelRef(SkBitmap* bitmap,
                                   SkColorTable* ctable) const {
    return bitmap->allocPixels(fAllocator, ctable);
}

bool SkBitmap::allocPixels(Allocator* allocator, SkColorTable* ctable) {
    HeapAllocator stdalloc;
    if (NULL == allocator) {
        allocator = &stdalloc;
    }
    return allocator->allocPixelRef(this, ctable);
}

3.9
这里的allocator就是AshmemAllocator：

class AshmemAllocator : public SkBitmap::Allocator {
public:
    AshmemAllocator(SkAshmemRec* rec, const char name[])
        : fRec(rec), fName(name) {}
    virtual bool allocPixelRef(SkBitmap* bm, SkColorTable* ct) {
        const size_t size = roundToPageSize(bm->getSize());
        int fd = fRec->fFD;
        void* addr = fRec->fAddr;
        SkASSERT(!fRec->fPinned);
        if (-1 == fd) {
            SkASSERT(NULL == addr);
            SkASSERT(0 == fRec->fSize);
            fd = ashmem_create_region(fName, size);
#ifdef DUMP_ASHMEM_LIFECYCLE
            SkDebugf("=== ashmem_create_region %s size=%d fd=%d\n", fName, size, fd);
#endif
            if (-1 == fd) {
                SkDebugf("------- imageref_ashmem create failed <%s> %d\n",
                         fName, size);
                return false;
            }
            int err = ashmem_set_prot_region(fd, PROT_READ | PROT_WRITE);
            if (err) {
                SkDebugf("------ ashmem_set_prot_region(%d) failed %d\n",
                         fd, err);
                close(fd);
                return false;
            }
            addr = mmap(NULL, size, PROT_READ | PROT_WRITE, MAP_PRIVATE, fd, 0);
            if (-1 == (long)addr) {
                SkDebugf("---------- mmap failed for imageref_ashmem size=%d\n",
                         size);
                close(fd);
                return false;
            }
            fRec->fFD = fd;
            fRec->fAddr = addr;
            fRec->fSize = size;
        } else {
            SkASSERT(addr);
            SkASSERT(size == fRec->fSize);
            (void)ashmem_pin_region(fd, 0, 0);
        }
        bm->setPixels(addr, ct);
        fRec->fPinned = true;
        return true;
    }
private:
    // we just point to our caller's memory, these are not copies
    SkAshmemRec* fRec;
    const char*  fName;
};

3.10
好了，到此为止，我们终于找到对于isPurgeable为true的图片，内存分配的时机和流程，只有当bitmap进行draw或者getPixels（这个大抵一致）的时候，bitmap 的pixels才进行实际的内存分配，而且也发现了前面说的当bitmap重新进行decode的时候会导致drop frames的原因，因为从上面代码看，bitmap draw的整个流程看，操作都处于UI线程，由于存在耗时的操作，自然就会导致不流畅的问题。
Why drop frames？
isPurgeable为ture的图片在UI线程上decode会出现掉帧问题，那怎么办？Fresco的思路是（个人推测），既然不管是初始decode还是被清除掉后re-decode，都会有卡顿问题，那么可以提前把该内存区域锁定住，既做到自行预先进行pixels的内存分配解决初始decode的卡顿，又可以防止该区域内存在系统内存资源紧张下被回收后re-decode时卡顿问题。恰恰，系统确实提供了这个方法，就是AndroidBitmap_lockPixels，把这个行为称作pin。

在Fresco的DalvikPurgeableDecoder中，

/**
   * Creates a bitmap from encoded bytes.
   *
   * @param encodedImage the encoded image with reference to the encoded bytes
   * @param bitmapConfig the {@link android.graphics.Bitmap.Config}
   * used to create the decoded Bitmap
   * @return the bitmap
   * @throws TooManyBitmapsException if the pool is full
   * @throws java.lang.OutOfMemoryError if the Bitmap cannot be allocated
   */
  @Override
  public CloseableReference decodeFromEncodedImage(
      final EncodedImage encodedImage,
      Bitmap.Config bitmapConfig) {
    BitmapFactory.Options options = getBitmapFactoryOptions(
        encodedImage.getSampleSize(),
        bitmapConfig);
    CloseableReference bytesRef = encodedImage.getByteBufferRef();
    Preconditions.checkNotNull(bytesRef);
    try {
      Bitmap bitmap = decodeByteArrayAsPurgeable(bytesRef, options);
      return pinBitmap(bitmap);
    } finally {
      CloseableReference.closeSafely(bytesRef);
    }
  }

4.1
每次decode完后，都会进行pinBitmap的操作，那么pinBitmap干什么？

/**
   * Pins the bitmap
   */
  public CloseableReference pinBitmap(Bitmap bitmap) {
    try {
      // Real decoding happens here - if the image was corrupted, this will throw an exception
      Bitmaps.pinBitmap(bitmap);
    } catch (Exception e) {
      bitmap.recycle();
      throw Throwables.propagate(e);
    }
    if (!mUnpooledBitmapsCounter.increase(bitmap)) {
      bitmap.recycle();
      throw new TooManyBitmapsException();
    }
    return CloseableReference.of(bitmap, mUnpooledBitmapsCounter.getReleaser());
  }

/**
   * Pin the bitmap so that it cannot be 'purged'. Only makes sense for purgeable bitmaps
   * WARNING: Use with caution. Make sure that the pinned bitmap is recycled eventually. Otherwise,
   * this will simply eat up ashmem memory and eventually lead to unfortunate crashes.
   * We *may* eventually provide an unpin method - but we don't yet have a compelling use case for
   * that.
   * @param bitmap the purgeable bitmap to pin
   */
  public static void pinBitmap(Bitmap bitmap) {
    Preconditions.checkNotNull(bitmap);
    nativePinBitmap(bitmap);
  }

{ "nativePinBitmap",
    "(Landroid/graphics/Bitmap;)V",
    (void*) Bitmaps_pinBitmap },

/**
 * Pins bitmap's pixels.
 *
 *  Throws RuntimeException if unable to pin.
 */
static void Bitmaps_pinBitmap(
    JNIEnv* env,
    jclass clazz,
    jobject bitmap) {
  UNUSED(clazz);
  int rc = AndroidBitmap_lockPixels(env, bitmap, 0);
  if (rc != ANDROID_BITMAP_RESULT_SUCCESS) {
    safe_throw_exception(env, "Failed to pin Bitmap");
  }
}

int AndroidBitmap_lockPixels(JNIEnv* env, jobject jbitmap, void** addrPtr) {
    if (NULL == env || NULL == jbitmap) {
        return ANDROID_BITMAP_RESULT_BAD_PARAMETER;
    }
    SkBitmap* bm = GraphicsJNI::getNativeBitmap(env, jbitmap);
    if (NULL == bm) {
        return ANDROID_BITMAP_RESULT_JNI_EXCEPTION;
    }
    bm->lockPixels();
    void* addr = bm->getPixels();
    if (NULL == addr) {
        bm->unlockPixels();
        return ANDROID_BITMAP_RESULT_ALLOCATION_FAILED;
    }
    if (addrPtr) {
        *addrPtr = addr;
    }
    return ANDROID_BITMAP_RESULT_SUCCESS;
}

4.2
lockPixels的代码前面已经分析过，就是实际进行内存分配的操作，所以pin的操作实际上就是预先分配好pixels的内存，避免在UI线程进行decode，另外再看一下lockPixels函数：

void SkBitmap::lockPixels() const {
    if (NULL != fPixelRef && 0 == sk_atomic_inc(&fPixelLockCount)) {
        fPixelRef->lockPixels();
        this->updatePixelsFromRef();
    }
    SkDEBUGCODE(this->validate();)
}

4.3
该内存区域会采用引用计数的方法去管理，所以每一次lockPixels，fPixelLockCount都会自增，这样能够保证该内存区域不会被系统自动回收掉，这样就可以避免出现re-decode导致的卡顿问题，但是这就需要自己主动管理该内存区域。
讲到这里终于可以回顾之前的两个问题，并得出结论：

Q：Decode过程是如何根据它来把pixels分配到ashmem？sdk文档中并没有提及到这一点，是不是真的如此？
A：isPurgeable为ture的情况下，bitmap的pixels如果超过32k情况下，会被分配到ashmem，分配的时机可以是在bitmap draw或者手动调用getPixels等方法时，而Fresco采用的是，主动执行“pin”操作去让pixels预先分配到ashmem。32k以下的bitmap会分配到global pool中（这里没有做详细分析，有兴趣的另行分析）。所以说，Fresco的bitmap在4.4及以下系统会被分配到ashmem的说法过于绝对。
Q:Decode为什么会导致drop frames，又该如何解决？
A:导致drop frames的原因是，isPurgeable为ture的bitmap会在UI线程中进行decode，过于耗时，所以自然可能存在卡顿问题。解决的办法就是，预先进行“pin”操作去预先decode出bitmap的pixels到内存（ashmem或者global pool），并可以锁定该内存区域，防止系统回收掉该内存区域，导致re-decode。

GingerbreadPurgeableDecoder
前面对KitKatPurgeableDecoder进行了详细的分析，至于GingerbreadPurgeableDecoder，由于BitmapOptions的isPurgeable都为true，所以在使用系统API（主要是BitmapFactory的decode系列方法）进行decode的过程基本和 KitKatPurgeableDecoder是完全一致的。但是，GingerbreadPurgeableDecoder当前master分支上的代码非常让人费解（可能是issue或者可能已经deprecated），其中有这样的一个函数：

/**
   * 
   * source : com/facebook/imagepipeline/platform/GingerbreadPurgeableDecoder.java
   *
   */
protected Bitmap decodeFileDescriptorAsPurgeable(
      CloseableReference bytesRef,
      int inputLength,
      byte[] suffix,
      BitmapFactory.Options options) {
    MemoryFile memoryFile = null;
    try {
      memoryFile = copyToMemoryFile(bytesRef, inputLength, suffix);
      FileDescriptor fd = getMemoryFileDescriptor(memoryFile);
      Bitmap bitmap = sWebpBitmapFactory.decodeFileDescriptor(fd, null, options);
      return Preconditions.checkNotNull(bitmap, "BitmapFactory returned null");
    } catch (IOException e) {
      throw Throwables.propagate(e);
    } finally {
      if (memoryFile != null) {
        memoryFile.close();
      }
    }
  }

5.1
它的decode方法依赖于sWebpBitmapFactory这样的一个WebpBitmapFactory对象。为什么说费解？前面说道，4.4及以下如果directWebpDirectDecodingEnabled为true，则使用GingerbreadPurgeableDecoder。而directWebpDirectDecodingEnabled == mConfig.getExperiments().isWebpSupportEnabled()这个值，是对ImagePipelineConfig初始化的时候应用设置的，含义是是否支持Webp格式的图片，假设希望支持，那么设置为true。那么我们再看下面在ImagePipelineConfig的构造函数的部分代码：

/**
   * 
   * source : com/facebook/imagepipeline/core/ImagePipelineConfig.java
   *
   */
// Here we manage the WebpBitmapFactory implementation if any
    WebpBitmapFactory webpBitmapFactory = mImagePipelineExperiments.getWebpBitmapFactory();
    if (webpBitmapFactory != null) {
      BitmapCreator bitmapCreator = new HoneycombBitmapCreator(getPoolFactory());
      setWebpBitmapFactory(webpBitmapFactory, mImagePipelineExperiments, bitmapCreator);
    } else {
      // We check using introspection only if the experiment is enabled
      if (mImagePipelineExperiments.isWebpSupportEnabled() &&
          WebpSupportStatus.sIsWebpSupportRequired) {
        webpBitmapFactory = WebpSupportStatus.loadWebpBitmapFactoryIfExists();
        if (webpBitmapFactory != null) {
          BitmapCreator bitmapCreator = new HoneycombBitmapCreator(getPoolFactory());
          setWebpBitmapFactory(webpBitmapFactory, mImagePipelineExperiments, bitmapCreator);
        }
      }
    }

5.2

/**
   * 
   * source : com/facebook/common/webp/WebpSupportStatus.java
   *
   */
public static final boolean sIsWebpSupportRequired =
      Build.VERSION.SDK_INT <= Build.VERSION_CODES.JELLY_BEAN_MR1;

5.3
粗体部分意思是，如果应用设置了isWebpSupportEnabled而且SDK_INT <= 17那么会初始化一个WebpBitmapFactory实例，SDK_INT>=18该实例为NULL。但是回过头去看前面说的“4.4以下如果directWebpDirectDecodingEnabled为true，则使用GingerbreadPurgeableDecoder ”，那问题就出现了，SDK_INT=18的虽然会使用GingerbreadPurgeableDecoder去decode bitmap，但是sWebpBitmapFactory却为NULL，然后就会出现NullPointerException。拿了一部API 18的手机实测，该情况确实如此，只不过可能由于webp support部分还是处于“实验”阶段，出现issue也正常。抛开issue回到GingerbreadPurgeableDecoder上继续说。从2.1代码可知道，GingerbreadPurgeableDecoderdecode前会先把原始数据（encoded data）会copy到MemoryFile中去：

private static MemoryFile copyToMemoryFile(
      CloseableReference bytesRef,
      int inputLength,
      @Nullable byte[] suffix) throws IOException {
    int outputLength = inputLength + (suffix == null ? 0 : suffix.length);
    MemoryFile memoryFile = new MemoryFile(null, outputLength);
    memoryFile.allowPurging(false);
    PooledByteBufferInputStream pbbIs = null;
    LimitedInputStream is = null;
    OutputStream os = null;
    try {
      pbbIs = new PooledByteBufferInputStream(bytesRef.get());
      is = new LimitedInputStream(pbbIs, inputLength);
      os = memoryFile.getOutputStream();
      ByteStreams.copy(is, os);
      if (suffix != null) {
        memoryFile.writeBytes(suffix, 0, inputLength, suffix.length);
      }
      return memoryFile;
    } finally {
      CloseableReference.closeSafely(bytesRef);
      Closeables.closeQuietly(pbbIs);
      Closeables.closeQuietly(is);
      Closeables.close(os, true);
    }
  }

5.4
从中的好处就是，借助MemoryFile把encoded data拷贝到ashmem中去，尽量避免在Java Heap上分配内存而造成频繁GC的问题，这相对于KitKatPurgeableDecoder直接把encoded data拷贝到byte array，也就是Java Heap上是一个优势。（至于MemoryFile是如何能够映射数据到ashmem的细节，可以参看前面说的罗升阳说的那边文章。）详细看一下GingerbreadPurgeableDecoder的decode过程：

@Override
  public Bitmap decodeFileDescriptor(
      FileDescriptor fd,
      Rect outPadding,
      BitmapFactory.Options opts) {
    return hookDecodeFileDescriptor(fd, outPadding, opts);
  }

@DoNotStrip
  public static Bitmap hookDecodeFileDescriptor(
      FileDescriptor fd,
      Rect outPadding,
      BitmapFactory.Options opts) {
    StaticWebpNativeLoader.ensure();
    Bitmap bitmap;
    boolean isWebp = false;
    long originalSeekPosition = nativeSeek(fd, 0, false);
    if (originalSeekPosition != -1) {
      InputStream inputStream = wrapToMarkSupportedStream(new FileInputStream(fd));
      try {
        byte[] header = getWebpHeader(inputStream, opts);
        isWebp = isWebpHeader(header, 0, HEADER_SIZE);
        boolean isWebpSupported = isWebpSupportedByPlatform(header, 0, HEADER_SIZE);
        if (isWebp && !isWebpSupported) {
          bitmap = nativeDecodeStream(
              inputStream,
              opts,
              getScaleFromOptions(opts),
              getInTempStorageFromOptions(opts));
          // We send error if the direct decode failed
          sendWebpErrorLog("webp_direct_decode_fd", bitmap);
          setPaddingDefaultValues(outPadding);
          setWebpBitmapOptions(bitmap, opts);
        } else {
          nativeSeek(fd, originalSeekPosition, true);
          bitmap = originalDecodeFileDescriptor(fd, outPadding, opts);
          if (bitmap == null && isWebp) {
            // Notify that the native decode has failed and that we're trying to decode directly
            sendWebpErrorLog("webp_native_decode_fd_fallback", bitmap);
            // We fallback into our code for decoding
            bitmap = nativeDecodeStream(
                new FileInputStream(fd),
                opts,
                getScaleFromOptions(opts),
                getInTempStorageFromOptions(opts));
            // Notify that the direct decoder failed after native decoder
            sendWebpErrorLog("webp_direct_decode_fd_fallback", bitmap);
            setWebpBitmapOptions(bitmap, opts);
          }
        }
      } finally {
        try {
          inputStream.close();
        } catch (Throwable t) {
          /* ignore */
        }
      }
    } else {
      bitmap = hookDecodeStream(new FileInputStream(fd), outPadding, opts);
      if (bitmap == null && isWebp) {
        // Notify that the native decoding was wrong
        sendWebpErrorLog("webp_native_decode_out_seek_fd_fallback", bitmap);
        // We fallback into our code for decoding
        bitmap = nativeDecodeStream(
            new FileInputStream(fd),
            opts,
            getScaleFromOptions(opts),
            getInTempStorageFromOptions(opts));
        // Notify if the direct decoding has failed after native decoder
        sendWebpErrorLog("webp_direct_decode_out_seek_fd_fallback", bitmap);
        setWebpBitmapOptions(bitmap, opts);
      }
      setPaddingDefaultValues(outPadding);
    }
    return bitmap;
  }

5.5
hookDecodeFileDescriptor函数，判断如果是webp格式的图片，而且判断当前系统不支持decode该webp图片格式（android系统对多媒体格式支持的可以看 https://developer.android.com/guide/topics/media/media-formats.html ）
不支持的话，就调用自己的nativeDecodeStream方法去解析webp图片，如果系统本身就支持本webp图片，那么直接调用originalDecodeFileDescriptor方法：

@DoNotStrip
  private static Bitmap originalDecodeFileDescriptor(
      FileDescriptor fd,
      Rect outPadding,
      BitmapFactory.Options opts) {
    return BitmapFactory.decodeFileDescriptor(fd, outPadding, opts);
  }

5.6
直接调用BitmapFactory .decodeFileDescriptor 的decode过程，就和上面KitKatPurgeableDecoder的decode过程没有太大差异了，唯一不同就是inInputShareable的处理：

static jobject nativeDecodeFileDescriptor(JNIEnv* env, jobject clazz, jobject fileDescriptor,
        jobject padding, jobject bitmapFactoryOptions) {
    NPE_CHECK_RETURN_ZERO(env, fileDescriptor);
    jint descriptor = jniGetFDFromFileDescriptor(env, fileDescriptor);
    struct stat fdStat;
    if (fstat(descriptor, &fdStat) == -1) {
        doThrowIOE(env, "broken file descriptor");
        return nullObjectReturn("fstat return -1");
    }
    bool isPurgeable = optionsPurgeable(env, bitmapFactoryOptions);
    bool isShareable = optionsShareable(env, bitmapFactoryOptions);
    bool weOwnTheFD = false;
    if (isPurgeable && isShareable) {
        int newFD = ::dup(descriptor);
        if (-1 != newFD) {
            weOwnTheFD = true;
            descriptor = newFD;
        }
    }
    SkAutoTUnref data(SkData::NewFromFD(descriptor));
    if (data.get() == NULL) {
        return nullObjectReturn("NewFromFD failed in nativeDecodeFileDescriptor");
    }
    SkAutoTUnref stream(new SkMemoryStream(data));
    /* Allow purgeable iff we own the FD, i.e., in the puregeable and
       shareable case.
    */
    return doDecode(env, stream, padding, bitmapFactoryOptions, weOwnTheFD);
}

只有isPurgeable 和isShareable 都为true时，才能去dup fd，不然就是引用旧的fd。
至于调用Fresco的nativeDecodeStream方法去解析webp图片的过程，这里就不在赘述了，感兴趣可以自行分析（依然是把pixels放到ashmem中去，通过BitmapCreator ）。
ArtDecoder
最后简单的看看ArtDecoder，该decoder没有使用什么“trick”去做一些黑科技，直接使用BitmapFactory的decode方法：

protected CloseableReference decodeStaticImageFromStream(
      InputStream inputStream,
      BitmapFactory.Options options) {
    Preconditions.checkNotNull(inputStream);
    int sizeInBytes = BitmapUtil.getSizeInByteForBitmap(
        options.outWidth,
        options.outHeight,
        options.inPreferredConfig);
    final Bitmap bitmapToReuse = mBitmapPool.get(sizeInBytes);
    if (bitmapToReuse == null) {
      throw new NullPointerException("BitmapPool.get returned null");
    }
    options.inBitmap = bitmapToReuse;
    Bitmap decodedBitmap;
    ByteBuffer byteBuffer = mDecodeBuffers.acquire();
    if (byteBuffer == null) {
      byteBuffer = ByteBuffer.allocate(DECODE_BUFFER_SIZE);
    }
    try {
      options.inTempStorage = byteBuffer.array();
      decodedBitmap = BitmapFactory.decodeStream(inputStream, null, options);
    } catch (RuntimeException re) {
      mBitmapPool.release(bitmapToReuse);
      throw re;
    } finally {
      mDecodeBuffers.release(byteBuffer);
    }
    if (bitmapToReuse != decodedBitmap) {
      mBitmapPool.release(bitmapToReuse);
      decodedBitmap.recycle();
      throw new IllegalStateException();
    }
    return CloseableReference.of(decodedBitmap, mBitmapPool);
  }

/**
   * Options returned by this method are configured with mDecodeBuffer which is GuardedBy("this")
   */
  private static BitmapFactory.Options getDecodeOptionsForStream(
      EncodedImage encodedImage,
      Bitmap.Config bitmapConfig) {
    final BitmapFactory.Options options = new BitmapFactory.Options();
    // Sample size should ONLY be different than 1 when downsampling is enabled in the pipeline
    options.inSampleSize = encodedImage.getSampleSize();
    options.inJustDecodeBounds = true;
    // fill outWidth and outHeight
    BitmapFactory.decodeStream(encodedImage.getInputStream(), null, options);
    if (options.outWidth == -1 || options.outHeight == -1) {
      throw new IllegalArgumentException();
    }
    options.inJustDecodeBounds = false;
    options.inDither = true;
    options.inPreferredConfig = bitmapConfig;
    options.inMutable = true;
    return options;
  }

6.1
使用了BitmapOptions的inBitmap和inTempStorage去优化内存使用。inBitmap是由上层的BitmapPool 去分配内存，inTempStorage是由 SynchronizedPool分配内存，都是用缓存池的方式分配和回收内存，做到对这些区域的内存可管理，减少各个不同地方自行分配内存 。
Unpin 既然存在“pin”操作，自然就应该会有unpin的操作，因为pin操作导致了内存区域的引用计数增加，只有通过unpin操作，才能把相应的引用计数减少，保证内存能够被回收，不然就会导致oom。

Fresco中确实提供了这样的方法，进行“unpin”操作：

public static void releaseByteBuffer(Bitmap bitmap) {
    Preconditions.checkNotNull(bitmap);
    nativeReleaseByteBuffer(bitmap);
  }

6.2
对应JNI的方法就是：

static void Bitmaps_releaseByteBuffer(
  JNIEnv* env,
  jclass clazz,
  jobject bitmap) {
  UNUSED(clazz);
  int rc = AndroidBitmap_unlockPixels(env, bitmap);
  if (rc != ANDROID_BITMAP_RESULT_SUCCESS) {
    safe_throw_exception(env, "Failed to unlock Bitmap pixels");
  }
}

6.3
其实就是AndroidBitmap_unlockPixels

int AndroidBitmap_unlockPixels(JNIEnv* env, jobject jbitmap) {
    if (NULL == env || NULL == jbitmap) {
        return ANDROID_BITMAP_RESULT_BAD_PARAMETER;
    }
    SkBitmap* bm = GraphicsJNI::getNativeBitmap(env, jbitmap);
    if (NULL == bm) {
        return ANDROID_BITMAP_RESULT_JNI_EXCEPTION;
    }
    // notifyPixelsChanged() needs be called to apply writes to GL-backed
    // bitmaps.  Note that this will slow down read-only accesses to the
    // bitmaps, but the NDK methods are primarily intended to be used for
    // writes.
    bm->notifyPixelsChanged();
    bm->unlockPixels();
    return ANDROID_BITMAP_RESULT_SUCCESS;
}

void SkBitmap::unlockPixels() const {
    SkASSERT(NULL == fPixelRef || fPixelLockCount > 0);
    if (NULL != fPixelRef && 1 == sk_atomic_dec(&fPixelLockCount)) {
        fPixelRef->unlockPixels();
        this->updatePixelsFromRef();
    }
    SkDEBUGCODE(this->validate();)
}

void SkPixelRef::unlockPixels() {
    SkASSERT(!fPreLocked || SKPIXELREF_PRELOCKED_LOCKCOUNT == fLockCount);
    if (!fPreLocked) {
        SkAutoMutexAcquire  ac(*fMutex);
        SkASSERT(fLockCount > 0);
        if (0 == --fLockCount) {
            this->onUnlockPixels();
            fPixels = NULL;
            fColorTable = NULL;
        }
    }
}

6.4
如果是SkPixelRef是SkImageRef_ashmem，则：

void SkImageRef_ashmem::onUnlockPixels() {
    this->INHERITED::onUnlockPixels();
    if (-1 != fRec.fFD) {
        SkASSERT(fRec.fAddr);
        SkASSERT(fRec.fPinned);
        //回收bitmap在ashmem的内存
        ashmem_unpin_region(fRec.fFD, 0, 0);
        fRec.fPinned = false;
    }
    // we clear this with or without an error, since we've either closed or
    // unpinned the region
    //设置pixels为NULL
    fBitmap.setPixels(NULL, NULL);
}

6.5
可见，调用releaseByteBuffer 用就能够回收掉bitmap占用的内存，但前提是没有别的地方对这块内存进行过lock操作，因为lock操作会导致引用计数增加。但是，奇怪的是，在Fresco中，没有任何一个地方会调用该方法，那不会导致OOM吗？找了很久，终于发现，我们不一定需要执行unpin操作进行内存回收，直接对Bitmap调用recycle方法也是可以的，这也是我们最常用的回收Bitmap的方法，而且是系统提供的API。看Bitmap的recycle方法：

/**
     * Free the native object associated with this bitmap, and clear the
     * reference to the pixel data. This will not free the pixel data synchronously;
     * it simply allows it to be garbage collected if there are no other references.
     * The bitmap is marked as "dead", meaning it will throw an exception if
     * getPixels() or setPixels() is called, and will draw nothing. This operation
     * cannot be reversed, so it should only be called if you are sure there are no
     * further uses for the bitmap. This is an advanced call, and normally need
     * not be called, since the normal GC process will free up this memory when
     * there are no more references to this bitmap.
     */
    public void recycle() {
        if (!mRecycled) {
            if (nativeRecycle(mNativeBitmap)) {
                // return value indicates whether native pixel object was actually recycled.
                // false indicates that it is still in use at the native level and these
                // objects should not be collected now. They will be collected later when the
                // Bitmap itself is collected.
                mBuffer = null;
                mNinePatchChunk = null;
            }
            mRecycled = true;
        }
    }

6.6
nativeRecycle对应的JNI方法是：

static jboolean Bitmap_recycle(JNIEnv* env, jobject, SkBitmap* bitmap) {
#ifdef USE_OPENGL_RENDERER
    if (android::uirenderer::Caches::hasInstance()) {
        return android::uirenderer::Caches::getInstance().resourceCache.recycle(bitmap);
    }
#endif // USE_OPENGL_RENDERER
    bitmap->setPixels(NULL, NULL);
    return true;
}

void SkBitmap::setPixels(void* p, SkColorTable* ctable) {
    if (NULL == p) {
        this->setPixelRef(NULL, 0);
        return;
    }
    Sk64 size = this->getSize64();
    SkASSERT(!size.isNeg() && size.is32());
    this->setPixelRef(new SkMallocPixelRef(p, size.get32(), ctable, false))->unref();
    // since we're already allocated, we lockPixels right away
    this->lockPixels();
    SkDEBUGCODE(this->validate();)
}

SkPixelRef* SkBitmap::setPixelRef(SkPixelRef* pr, size_t offset) {
    // do this first, we that we never have a non-zero offset with a null ref
    if (NULL == pr) {
        offset = 0;
    }
    if (fPixelRef != pr || fPixelRefOffset != offset) {
        if (fPixelRef != pr) {
            this->freePixels();
            SkASSERT(NULL == fPixelRef);
            SkSafeRef(pr);
            fPixelRef = pr;
        }
        fPixelRefOffset = offset;
        this->updatePixelsFromRef();
    }
    SkDEBUGCODE(this->validate();)
    return pr;
}

void SkBitmap::freePixels() {
    // if we're gonna free the pixels, we certainly need to free the mipmap
    this->freeMipMap();
    if (fColorTable) {
        fColorTable->unref();
        fColorTable = NULL;
    }
    if (NULL != fPixelRef) {
        if (fPixelLockCount > 0) {
            fPixelRef->unlockPixels();
        }
        fPixelRef->unref();
        fPixelRef = NULL;
        fPixelRefOffset = 0;
    }
    fPixelLockCount = 0;
    fPixels = NULL;
}

6.7
调用recycle方法，不管是引用计数的多少，直接把pixels回收掉，引用计数也置为0。所以Fresco是用recycle的方法进行bitmap的内存回收：

 public BitmapCounter(int maxCount, int maxSize) {
    Preconditions.checkArgument(maxCount > 0);
    Preconditions.checkArgument(maxSize > 0);
    mMaxCount = maxCount;
    mMaxSize = maxSize;
    mUnpooledBitmapsReleaser = new ResourceReleaser() {
      @Override
      public void release(Bitmap value) {
        try {
          decrease(value);
        } finally {
          value.recycle();
        }
      }
    };
  }

6.8
结束语 到此为止，Fresco对bitmap decode的内存分配问题已经算是比较深入分析了，但是还留待一点思考的空间：

Art模式下，究竟对GC做了什么优化的地方，不会导致stop-the-world的问题呢？
Fresco的开发人员是有多了解Bitmap的decode和android平台特性，才能够找到以isPurgeable为切入点，让Bitmap的pixels分配到ashmem上，并知道drop frames问题并提出解决方法，OMG。