Scaling and loading bitmap causes OOM (OutOfMemoryError) (Android)

Question

I have now tried a thousand times to solve this on my own without any success whatsoever. I've logged and debugged the application and from the information that I've gathered there is this one large spritesheet that is used for an animation. It's a .png with the size of 3000x1614 pixels. There are 10x6 sprites in the spritesheet that is essential for the animation. There are no gaps in between the sprites whatsoever to make it as memory-efficient as possible.

This is my method in which I load, decode and resize my bitmaps into the aspect ratio of the user's phone vs. my phone which I am building the game upon:

public Pixmap newResizedPixmap(String fileName, PixmapFormat format, double Width, double Height) {
    // TODO Auto-generated method stub
    Config config = null;
    if (format == PixmapFormat.RGB565)
        config = Config.RGB_565;
    else if (format == PixmapFormat.ARGB4444)
        config = Config.ARGB_4444;
    else
        config = Config.ARGB_8888;

    Options options = new Options();
    options.inPreferredConfig = config;
    options.inPurgeable=true;
    options.inInputShareable=true;
    options.inDither=false;

    InputStream in = null;
    Bitmap bitmap = null;
    try {
        //OPEN FILE INTO INPUTSTREAM
        in = assets.open(fileName);
        //DECODE INPUTSTREAM
        bitmap = BitmapFactory.decodeStream(in, null, options);

        if (bitmap == null)
            throw new RuntimeException("Couldn't load bitmap from asset '"+fileName+"'");
    } catch (IOException e) {
        throw new RuntimeException("Couldn't load bitmap from asset '"+fileName+"'");
    } finally {
        if (in != null) {
            try {
                in.close();
            } catch (IOException e) {
            }
        }
    }

    if (bitmap.getConfig() == Config.RGB_565)
        format = PixmapFormat.RGB565;
    else if (bitmap.getConfig() == Config.ARGB_4444)
        format = PixmapFormat.ARGB4444;
    else
        format = PixmapFormat.ARGB8888;

    //THIS IS WHERE THE OOM HAPPENS
    return new AndroidPixmap(Bitmap.createScaledBitmap(bitmap, (int)(Width+0.5f), (int)(Height+0.5f), true), format);
}

---

This is the LogCat output of the error:

05-07 12:57:18.570: E/dalvikvm-heap(636): Out of memory on a 29736016-byte allocation.
05-07 12:57:18.570: I/dalvikvm(636): "Thread-89" prio=5 tid=18 RUNNABLE
05-07 12:57:18.580: I/dalvikvm(636):   | group="main" sCount=0 dsCount=0 obj=0x414a3c78 self=0x2a1b1818
05-07 12:57:18.580: I/dalvikvm(636):   | sysTid=669 nice=0 sched=0/0 cgrp=apps handle=705796960
05-07 12:57:18.590: I/dalvikvm(636):   | schedstat=( 14462294890 67436634083 2735 ) utm=1335 stm=111 core=0
05-07 12:57:18.590: I/dalvikvm(636):   at android.graphics.Bitmap.nativeCreate(Native Method)
05-07 12:57:18.590: I/dalvikvm(636):   at android.graphics.Bitmap.createBitmap(Bitmap.java:640)
05-07 12:57:18.590: I/dalvikvm(636):   at android.graphics.Bitmap.createBitmap(Bitmap.java:586)
05-07 12:57:18.590: I/dalvikvm(636):   at android.graphics.Bitmap.createScaledBitmap(Bitmap.java:466)
05-07 12:57:18.590: I/dalvikvm(636):   at com.NAME.framework.impl.AndroidGraphics.newResizedPixmap(AndroidGraphics.java:136)
05-07 12:57:18.590: I/dalvikvm(636):   at com.NAME.GAME.GameScreen.<init>(GameScreen.java:121)
05-07 12:57:18.600: I/dalvikvm(636):   at com.NAME.GAME.CategoryScreen.update(CategoryScreen.java:169)
05-07 12:57:18.600: I/dalvikvm(636):   at com.NAME.framework.impl.AndroidFastRenderView.run(AndroidFastRenderView.java:34)
05-07 12:57:18.600: I/dalvikvm(636):   at java.lang.Thread.run(Thread.java:856)
05-07 12:57:18.620: I/Choreographer(636): Skipped 100 frames!  The application may be doing too much work on its main thread.
05-07 12:57:18.670: W/dalvikvm(636): threadid=18: thread exiting with uncaught exception (group=0x40a13300)
05-07 12:57:18.720: E/AndroidRuntime(636): FATAL EXCEPTION: Thread-89
05-07 12:57:18.720: E/AndroidRuntime(636): java.lang.OutOfMemoryError
05-07 12:57:18.720: E/AndroidRuntime(636):  at android.graphics.Bitmap.nativeCreate(Native Method)
05-07 12:57:18.720: E/AndroidRuntime(636):  at android.graphics.Bitmap.createBitmap(Bitmap.java:640)
05-07 12:57:18.720: E/AndroidRuntime(636):  at android.graphics.Bitmap.createBitmap(Bitmap.java:586)
05-07 12:57:18.720: E/AndroidRuntime(636):  at android.graphics.Bitmap.createScaledBitmap(Bitmap.java:466)
05-07 12:57:18.720: E/AndroidRuntime(636):  at com.NAME.framework.impl.AndroidGraphics.newResizedPixmap(AndroidGraphics.java:136)
05-07 12:57:18.720: E/AndroidRuntime(636):  at com.NAME.GAME.GameScreen.<init>(GameScreen.java:121)
05-07 12:57:18.720: E/AndroidRuntime(636):  at com.NAME.GAME.CategoryScreen.update(CategoryScreen.java:169)
05-07 12:57:18.720: E/AndroidRuntime(636):  at com.NAME.framework.impl.AndroidFastRenderView.run(AndroidFastRenderView.java:34)
05-07 12:57:18.720: E/AndroidRuntime(636):  at java.lang.Thread.run(Thread.java:856)
05-07 12:57:18.847: D/Activity:(636): Pausing...

---

This is the Memory leak report using the DDMS:

Problem Suspect 1

One instance of "com.NAME.framework.impl.AndroidPixmap" loaded by "dalvik.system.PathClassLoader @ 0x41a06f90" occupies 12 393 680 (54,30%) bytes. The memory is accumulated in one instance of "byte[]" loaded by "".

Keywords dalvik.system.PathClassLoader @ 0x41a06f90 com.NAME.framework.impl.AndroidPixmap byte[]

Details »

Problem Suspect 2

The class "android.content.res.Resources", loaded by "", occupies 4 133 808 (18,11%) bytes. The memory is accumulated in one instance of "java.lang.Object[]" loaded by "".

Keywords java.lang.Object[] android.content.res.Resources

Details »

Problem Suspect 3

8 instances of "android.graphics.Bitmap", loaded by "" occupy 2 696 680 (11,82%) bytes.

Biggest instances: •android.graphics.Bitmap @ 0x41462ba0 - 1 048 656 (4,59%) bytes. •android.graphics.Bitmap @ 0x41a08cf0 - 768 064 (3,37%) bytes. •android.graphics.Bitmap @ 0x41432990 - 635 872 (2,79%) bytes.

Keywords android.graphics.Bitmap

Details »

---

Additional Information: I use either RGB565 or ARGB4444 as the config for my images. I wish to use ARGB8888 for the images with gradients, but it just takes up too much memory. Another thing to note is that I do recycle my bitmaps when I do not need them anymore.

Another thing that seems to consume a lot of memory is my Assets class, which consists of all the "Pixmaps" that the game uses. The bitmaps loaded from the assets are stored in these "Pixmaps" and removed when not needed anymore (the bitmaps that is). Is there maybe a better way to store these objects? Please let me know:

public static Pixmap image1;
public static Pixmap image2;
public static Pixmap image3;
public static Pixmap image4;
public static Pixmap image5;
public static Pixmap image6;
public static Pixmap image7;
public static Pixmap image8;
public static Pixmap image9;
public static Pixmap image10;
public static Pixmap image11;
...

Another thing to note is that the OOM only happens on devices with higher resolutions than my own (800x480), which is because the bitmaps get scaled to make the app fit larger devices.

Also take note that the images are being drawn on a canvas, since what I am developing is a game and I'm not very experienced with OpenGL.

---

EDIT #1: JUST TO MAKE SURE YOU ARE AWARE OF WHAT MY ISSUE IS

I am getting OOM at the following line:

Bitmap.createScaledBitmap(bitmap, (int)(Width), (int)(Height), true)

I'm desperate for help! This is my final blockade from releasing this bloody game!

---

EDIT #2: NEW METHODS I'VE TRIED THAT DIDN'T WORK

I tried adding the decoded bitmaps to a LruCache before using them. I also tried a method where it creates a map of the bitmap in a temp file and then loads it in again. Like this:

ACTIVITY

// Get memory class of this device, exceeding this amount will throw an
// OutOfMemory exception.
final int memClass = ((ActivityManager) getSystemService(
        Context.ACTIVITY_SERVICE)).getMemoryClass();

// Use 1/8th of the available memory for this memory cache.
final int cacheSize = 1024 * 1024 * memClass / 8;

mMemoryCache = new LruCache<String, Bitmap>(cacheSize) {
    @Override
    protected int sizeOf(String key, Bitmap bitmap) {
        // The cache size will be measured in kilobytes rather than
        // number of items.
        return (bitmap.getRowBytes() * bitmap.getHeight()) / 1024;
    }
};

LOADING THE BITMAP

        //Copy the byte to the file
//Assume source bitmap loaded using options.inPreferredConfig = Config.ARGB_8888;
FileChannel channel = randomAccessFile.getChannel();
MappedByteBuffer map = null;
try {
    map = channel.map(MapMode.READ_WRITE, 0, width*height*4);
} catch (IOException e) {
    // TODO Auto-generated catch block
    e.printStackTrace();
}
bitmap.copyPixelsToBuffer(map);
//recycle the source bitmap, this will be no longer used.
bitmap.recycle();
//Create a new bitmap to load the bitmap again.
bitmap = Bitmap.createBitmap(width, height, config);
map.position(0);
//load it back from temporary 
bitmap.copyPixelsFromBuffer(map);
//close the temporary file and channel , then delete that also
try {
    channel.close();
    randomAccessFile.close();
} catch (IOException e) {
    // TODO Auto-generated catch block
    e.printStackTrace();
}

((AndroidGame) activity).addBitmapToMemoryCache(""+fileName, Bitmap.createScaledBitmap(bitmap, (int)(Width), (int)(Height), true));

return new AndroidPixmap(((AndroidGame) activity).getBitmapFromMemCache(""+fileName), format);

---

EDIT #3: IN CASE YOU DIDN'T KNOW...

I am enlarging the bitmaps, not scaling them down, so inSampleSize won't help me in this situation. I can say right now that I've already tried inSampleSize and that makes everything so blurry, I can't even see what stuff is, and that is when I set inSampleSize to 2!

---

So, what should I do to solve this issue? How am I able to load lots of scaled bitmaps without getting the OOM while keeping their quality?

Answer 1

This is a way to work around, but this will take a little bit longer than scaling bitmap directly.

1. First, decode the original bitmap as original size
2. Split into small bitmaps, in this case is 10 bitmaps with the width = originalWidth/10 and height = originalHeight. And width each bitmap of those, scale to the size of target/10 then save into file. (we do this one by one and release memory after each step.)
3. Release the original bitmap
4. Create a new bitmap with the target size.
5. Decode each bitmap saved in file before and draw onto the new bitmap. Store the new scaled bitmap for future usage.

The method is something like this:

public Bitmap newResizedPixmapWorkAround(Bitmap.Config format,
            double width, double height) {
        int[] pids = { android.os.Process.myPid() };
        MemoryInfo myMemInfo = mAM.getProcessMemoryInfo(pids)[0];
        Log.e(TAG, "dalvikPss (beginning) = " + myMemInfo.dalvikPss);

        Config config = null;
        if (format == Bitmap.Config.RGB_565) {
            config = Config.RGB_565;
        } else if (format == Bitmap.Config.ARGB_4444) {
            config = Config.ARGB_4444;
        } else {
            config = Config.ARGB_8888;
        }

        Options options = new Options();
        options.inPreferredConfig = config;
        options.inPurgeable = true;
        options.inInputShareable = true;
        options.inDither = false;

        InputStream in = null;
        Bitmap bitmap = null;
        try {
            // OPEN FILE INTO INPUTSTREAM
            String path = Environment.getExternalStorageDirectory()
                    .getAbsolutePath();
            path += "/sprites.png";
            File file = new File(path);
            in = new FileInputStream(file);
            // DECODE INPUTSTREAM
            bitmap = BitmapFactory.decodeStream(in, null, options);

            if (bitmap == null) {
                Log.e(TAG, "bitmap == null");
            }
        } catch (IOException e) {
            Log.e(TAG, "IOException " + e.getMessage());
        } finally {
            if (in != null) {
                try {
                    in.close();
                } catch (IOException e) {
                }
            }
        }

        if (bitmap.getConfig() == Config.RGB_565) {
            format = Bitmap.Config.RGB_565;
        } else if (bitmap.getConfig() == Config.ARGB_4444) {
            format = Bitmap.Config.ARGB_4444;
        } else {
            format = Bitmap.Config.ARGB_8888;
        }

        myMemInfo = mAM.getProcessMemoryInfo(pids)[0];
        Log.e(TAG, "dalvikPss (before separating) = " + myMemInfo.dalvikPss);

        // Create 10 small bitmaps and store into files.
        // After that load each of them and append to a large bitmap

        int desSpriteWidth = (int) (width + 0.5) / 10;
        int desSpriteAppend = (int) (width + 0.5) % 10;
        int desSpriteHeight = (int) (height + 0.5);

        int srcSpriteWidth = bitmap.getWidth() / 10;
        int srcSpriteHeight = bitmap.getHeight();

        Rect srcRect = new Rect(0, 0, srcSpriteWidth, srcSpriteHeight);
        Rect desRect = new Rect(0, 0, desSpriteWidth, desSpriteHeight);

        String pathPrefix = Environment.getExternalStorageDirectory()
                .getAbsolutePath() + "/sprites";

        for (int i = 0; i < 10; i++) {
            Bitmap sprite;
            if (i < 9) {
                sprite = Bitmap.createBitmap(desSpriteWidth, desSpriteHeight,
                        format);
                srcRect.left = i * srcSpriteWidth;
                srcRect.right = (i + 1) * srcSpriteWidth;
            } else { // last part
                sprite = Bitmap.createBitmap(desSpriteWidth + desSpriteAppend,
                        desSpriteHeight, format);
                desRect.right = desSpriteWidth + desSpriteAppend;
                srcRect.left = i * srcSpriteWidth;
                srcRect.right = bitmap.getWidth();
            }
            Canvas canvas = new Canvas(sprite);
            // NOTE: if using this drawBitmap method of canvas do not result
            // good quality scaled image, you can try create tile image with the
            // same size original then use Bitmap.createScaledBitmap()
            canvas.drawBitmap(bitmap, srcRect, desRect, null);

            String path = pathPrefix + i + ".png";
            File file = new File(path);
            try {
                if (file.exists()) {
                    file.delete();
                }
                file.createNewFile();
                FileOutputStream fos = new FileOutputStream(file);
                sprite.compress(Bitmap.CompressFormat.PNG, 100, fos);
                fos.flush();
                fos.close();
                sprite.recycle();
            } catch (FileNotFoundException e) {
                Log.e(TAG,
                        "FileNotFoundException  at tile " + i + " "
                                + e.getMessage());
            } catch (IOException e) {
                Log.e(TAG, "IOException  at tile " + i + " " + e.getMessage());
            }
        }

        bitmap.recycle();

        bitmap = Bitmap.createBitmap((int) (width + 0.5f),
                (int) (height + 0.5f), format);
        Canvas canvas = new Canvas(bitmap);

        desRect = new Rect(0, 0, 0, bitmap.getHeight());

        for (int i = 0; i < 10; i++) {
            String path = pathPrefix + i + ".png";
            File file = new File(path);
            try {
                FileInputStream fis = new FileInputStream(file);
                // DECODE INPUTSTREAM
                Bitmap sprite = BitmapFactory.decodeStream(fis, null, options);
                desRect.left = desRect.right;
                desRect.right = desRect.left + sprite.getWidth();
                canvas.drawBitmap(sprite,  null, desRect, null);
                sprite.recycle();
            } catch (IOException e) {
                Log.e(TAG, "IOException  at tile " + i + " " + e.getMessage());
            }
        }

        myMemInfo = mAM.getProcessMemoryInfo(pids)[0];
        Log.e(TAG, "dalvikPss (before scaling) = " + myMemInfo.dalvikPss);

        // THIS IS WHERE THE OOM HAPPENS
        return bitmap;
    }

I have tested with my phone and it run without OOM when scaling to 1.5 (which the original method will run into OOM)

Answer 2

Why are you enlarging the bitmaps? Just scale them as you draw them.

3000x1614 is quite large, if you can drop support of <= 2.2; http://developer.android.com/reference/android/graphics/BitmapRegionDecoder.html can load specific sections of the bitmap (the sprites).

You're passing new bitmaps into the constructor of AndroidPixmap, and it looks like you're keeping static references to them - how exactly are you recycling them?

As a cop-out, you can ask for more memory using <application ... android:largeHeap="true" ...> in your manifest; http://developer.android.com/guide/topics/manifest/application-element.html#largeHeap I believe this requires > =3.0

Answer 3

Just for help (but no really the solution), have you read this :

http://developer.android.com/training/displaying-bitmaps/load-bitmap.html

And this:

http://developer.android.com/training/displaying-bitmaps/cache-bitmap.html

Maybe can help you ! If you test the sample project delivered and changing the URL path with your big image !

And, when I have work on that I have read this :

http://twigstechtips.blogspot.com/2011/10/android-resize-bitmap-image-while.html

Answer 4

Try this function.

void scaleBitmap()
{


        BitmapFactory.Options o = new BitmapFactory.Options();
        o.inJustDecodeBounds = true;
        o.inPurgeable = true;
        o.inScaled = true;
        BitmapFactory.decodeStream(new FileInputStream(f), null, o);
        int width_temp = o.outWidth, height_temp = o.outHeight;
        int scale = 1;
        while (true) {
                if (width_temp / 2 < 80 || height_temp / 2 < 80)
                    break;
                width_temp /= 2;
                height_temp /= 2;
                scale *= 2;
            }

            BitmapFactory.Options o2 = new BitmapFactory.Options();
            o2.inSampleSize = scale;
            return BitmapFactory.decodeStream(new FileInputStream(f), null,
                    o2);
}

Answer 5

Convert your image into Bitmap object. And use APIs of the Bitmap class to scale your image so that to avoid Out of Memory error.

       Bitpmap bm = BitmapFactory.decode ("image file path");
       bm.setDensity(integer);
       Bitmap bm1 = Bitmap.createScaledBitmap (bm, width, height, false);
       imageView.setImageBitmap(bm1);

Try to put the value of width and height so that it should not leak memory. May this help you out.

Answer 6

allow the JVM to use more memory using the -Xmx VM argument.

For instance, to allow the JVM to use 1 GB (1024 MB) of memory:

java -Xmx1024m

OR

Use any Image uploader and pass image url in demo

1) Nostra's Universal Image Loader.

2) Fedor's LazyList. And;

3) Novoda's ImageLoader.