In Apache Commons / IO, you can do it using IOUtils.copy(in, out):
InputStream in = new FileInputStream(myFile);
OutputStream out = new ByteArrayOutputStream();
IOUtils.copy(in, out);
But I agree with Jon Skeet, I'd rather use Guava's ByteStreams.copy(in, out)