Out of memory when encoding file to base64

问题:

Using Base64 from Apache commons

public byte[] encode(File file) throws FileNotFoundException, IOException {
        byte[] encoded;
        try (FileInputStream fin = new FileInputStream(file)) {
            byte fileContent[] = new byte[(int) file.length()];
            fin.read(fileContent);
            encoded = Base64.encodeBase64(fileContent);
        }
        return encoded;   
}


Exception in thread "AWT-EventQueue-0" java.lang.OutOfMemoryError: Java heap space
    at org.apache.commons.codec.binary.BaseNCodec.encode(BaseNCodec.java:342)
    at org.apache.commons.codec.binary.Base64.encodeBase64(Base64.java:657)
    at org.apache.commons.codec.binary.Base64.encodeBase64(Base64.java:622)
    at org.apache.commons.codec.binary.Base64.encodeBase64(Base64.java:604)

I'm making small app for mobile device.

回答1:

You cannot just load the whole file into memory, like here:

byte fileContent[] = new byte[(int) file.length()];
fin.read(fileContent);

Instead load the file chunk by chunk and encode it in parts. Base64 is a simple encoding, it is enough to load 3 bytes and encode them at a time (this will produce 4 bytes after encoding). For performance reasons consider loading multiples of 3 bytes, e.g. 3000 bytes - should be just fine. Also consider buffering input file.

An example:

byte fileContent[] = new byte[3000];
try (FileInputStream fin = new FileInputStream(file)) {
    while(fin.read(fileContent) >= 0) {
         Base64.encodeBase64(fileContent);
    }
}

Note that you cannot simply append results of Base64.encodeBase64() to encoded bbyte array. Actually, it is not loading the file but encoding it to Base64 causing the out-of-memory problem. This is understandable because Base64 version is bigger (and you already have a file occupying a lot of memory).

Consider changing your method to:

public void encode(File file, OutputStream base64OutputStream)

and sending Base64-encoded data directly to the base64OutputStream rather than returning it.

UPDATE: Thanks to @StephenC I developed much easier version:

public void encode(File file, OutputStream base64OutputStream) {
  InputStream is = new FileInputStream(file);
  OutputStream out = new Base64OutputStream(base64OutputStream)
  IOUtils.copy(is, out);
  is.close();
  out.close();
}

It uses Base64OutputStream that translates input to Base64 on-the-fly and IOUtils class from Apache Commons IO.

Note: you must close the FileInputStream and Base64OutputStream explicitly to print = if required but buffering is handled by IOUtils.copy().

回答2:

Either the file is too big, or your heap is too small, or you've got a memory leak.

• If this only happens with really big files, put something into your code to check the file size and reject files that are unreasonably big.

• If this happens with small files, increase your heap size by using the -Xmx command line option when you launch the JVM. (If this is in a web container or some other framework, check the documentation on how to do it.)

• If the file recurs, especially with small files, the chances are that you've got a memory leak.

---

The other point that should be made is that your current approach entails holding two complete copies of the file in memory. You should be able to reduce the memory usage, though you'll typically need a stream-based Base64 encoder to do this. (It depends on which flavor of the base64 encoding you are using ...)

This page describes a stream-based Base64 encoder / decoder library, and includes lnks to some alternatives.

回答3:

Well, do not do it for the whole file at once.

Base64 works on 3 bytes at a time, so you can read your file in batches of "multiple of 3" bytes, encode them and repeat until you finish the file:

// the base64 encoding - acceptable estimation of encoded size
StringBuilder sb = new StringBuilder(file.length() / 3 * 4);

FileInputStream fin = null;
try {
    fin = new FileInputStream("some.file");
    // Max size of buffer
    int bSize = 3 * 512;
    // Buffer
    byte[] buf = new byte[bSize];
    // Actual size of buffer
    int len = 0;

    while((len = fin.read(buf)) != -1) {
        byte[] encoded = Base64.encodeBase64(buf);

        // Although you might want to write the encoded bytes to another 
        // stream, otherwise you'll run into the same problem again.
        sb.append(new String(buf, 0, len));
    }
} catch(IOException e) {
    if(null != fin) {
        fin.close();
    }
}

String base64EncodedFile = sb.toString();

回答4:

1. You are not reading the whole file, just the first few kb. The read method returns how many bytes were actually read. You should call read in a loop until it returns -1 to be sure that you have read everything.

2. The file is too big for both it and its base64 encoding to fit in memory. Either

   • process the file in smaller pieces or

   • increase the memory available to the JVM with the -Xmx switch, e.g.

     java -Xmx1024M YourProgram
     

回答5:

This is best code to upload image of more size

bitmap=Bitmap.createScaledBitmap(bitmap, 100, 100, true);

ByteArrayOutputStream stream = new ByteArrayOutputStream();
bitmap.compress(Bitmap.CompressFormat.PNG, 100, stream); //compress to which format you want.
byte [] byte_arr = stream.toByteArray();  
String image_str = Base64.encodeBytes(byte_arr);

回答6:

Well, looks like your file is too large to keep the multiple copies necessary for an in-memory Base64 encoding in the available heap memory at the same time. Given that this is for a mobile device, it's probably not possible to increase the heap, so you have two options:

• make the file smaller (much smaller)
• Do it in a stram-based way so that you're reading from an InputStream one small part of the file at a time, encode it and write it to an OutputStream, without ever keeping the enitre file in memory.

回答7:

In Manifest in applcation tag write following android:largeHeap="true"

It worked for me

回答8:

Java 8 added Base64 methods, so Apache Commons is no longer needed to encode large files.

public static void encodeFileToBase64(String inputFile, String outputFile) {
    try (OutputStream out = Base64.getEncoder().wrap(new FileOutputStream(outputFile))) {
        Files.copy(Paths.get(inputFile), out);
    } catch (IOException e) {
        throw new UncheckedIOException(e);
    }
}