| import java.io.File; |
| import java.io.BufferedReader; |
| import java.io.FileReader; |
| import java.io.FileNotFoundException; |
| import java.io.IOException; |
| import java.io.Closeable; |
| import java.io.DataOutputStream; |
| import java.io.FileOutputStream; |
| import java.io.DataInputStream; |
| import java.io.FileInputStream; |
| import java.io.BufferedInputStream; |
| |
| /** |
| * Converts text-based letter stores to binary-based stores. |
| */ |
| public class Converter { |
| private final File mFile; |
| private static final short VERSION_NUMBER = 1; |
| |
| Converter(File file) { |
| mFile = file; |
| } |
| |
| private void convert() { |
| boolean read = false; |
| |
| String[] classes = null; |
| int iCount = 0; |
| int hCount = 0; |
| int oCount = 0; |
| float[][] iWeights = null; |
| float[][] oWeights = null; |
| |
| BufferedReader reader = null; |
| |
| try { |
| reader = new BufferedReader(new FileReader(mFile)); |
| |
| long start = System.nanoTime(); |
| |
| String line = reader.readLine(); |
| int startIndex = 0; |
| int endIndex; |
| endIndex = line.indexOf(" ", startIndex); |
| iCount = Integer.parseInt(line.substring(startIndex, endIndex)); |
| |
| startIndex = endIndex + 1; |
| endIndex = line.indexOf(" ", startIndex); |
| hCount = Integer.parseInt(line.substring(startIndex, endIndex)); |
| |
| startIndex = endIndex + 1; |
| endIndex = line.length(); |
| oCount = Integer.parseInt(line.substring(startIndex, endIndex)); |
| |
| classes = new String[oCount]; |
| line = reader.readLine(); |
| startIndex = 0; |
| |
| for (int i = 0; i < oCount; i++) { |
| endIndex = line.indexOf(" ", startIndex); |
| classes[i] = line.substring(startIndex, endIndex); |
| startIndex = endIndex + 1; |
| } |
| |
| iWeights = new float[hCount][]; |
| for (int i = 0; i < hCount; i++) { |
| iWeights[i] = new float[iCount + 1]; |
| line = reader.readLine(); |
| startIndex = 0; |
| for (int j = 0; j <= iCount; j++) { |
| endIndex = line.indexOf(" ", startIndex); |
| iWeights[i][j] = Float.parseFloat(line.substring(startIndex, endIndex)); |
| startIndex = endIndex + 1; |
| } |
| } |
| |
| oWeights = new float[oCount][]; |
| for (int i = 0; i < oCount; i++) { |
| oWeights[i] = new float[hCount + 1]; |
| line = reader.readLine(); |
| startIndex = 0; |
| for (int j = 0; j <= hCount; j++) { |
| endIndex = line.indexOf(" ", startIndex); |
| oWeights[i][j] = Float.parseFloat(line.substring(startIndex, endIndex)); |
| startIndex = endIndex + 1; |
| } |
| } |
| |
| long end = System.nanoTime(); |
| System.out.println("time to read text file = " + |
| ((end - start) / 1000.0f / 1000.0f) + " ms"); |
| |
| read = true; |
| } catch (FileNotFoundException e) { |
| e.printStackTrace(); |
| } catch (IOException e) { |
| e.printStackTrace(); |
| } finally { |
| close(reader); |
| } |
| |
| if (read) { |
| boolean wrote = false; |
| DataOutputStream out = null; |
| |
| try { |
| out = new DataOutputStream(new FileOutputStream(mFile)); |
| |
| out.writeShort(VERSION_NUMBER); |
| out.writeInt(iCount); |
| out.writeInt(hCount); |
| out.writeInt(oCount); |
| |
| for (String aClass : classes) { |
| out.writeUTF(aClass); |
| } |
| |
| for (float[] weights : iWeights) { |
| for (float weight : weights) { |
| out.writeFloat(weight); |
| } |
| } |
| |
| for (float[] weights : oWeights) { |
| for (float weight : weights) { |
| out.writeFloat(weight); |
| } |
| } |
| |
| out.flush(); |
| |
| wrote = true; |
| } catch (FileNotFoundException e) { |
| e.printStackTrace(); |
| } catch (IOException e) { |
| e.printStackTrace(); |
| } finally { |
| close(out); |
| } |
| |
| if (wrote) { |
| DataInputStream in = null; |
| |
| try { |
| in = new DataInputStream(new BufferedInputStream(new FileInputStream(mFile))); |
| |
| long start = System.nanoTime(); |
| |
| iCount = in.readInt(); |
| hCount = in.readInt(); |
| oCount = in.readInt(); |
| |
| classes = new String[oCount]; |
| for (int i = 0; i < classes.length; i++) { |
| classes[i] = in.readUTF(); |
| } |
| |
| iWeights = new float[hCount][]; |
| for (int i = 0; i < iWeights.length; i++) { |
| iWeights[i] = new float[iCount]; |
| for (int j = 0; j < iCount; j++) { |
| iWeights[i][j] = in.readFloat(); |
| } |
| } |
| |
| oWeights = new float[oCount][]; |
| for (int i = 0; i < oWeights.length; i++) { |
| oWeights[i] = new float[hCount]; |
| for (int j = 0; j < hCount; j++) { |
| oWeights[i][j] = in.readFloat(); |
| } |
| } |
| |
| long end = System.nanoTime(); |
| System.out.println("time to read binary file = " + |
| ((end - start) / 1000.0f / 1000.0f) + " ms"); |
| |
| } catch (FileNotFoundException e) { |
| e.printStackTrace(); |
| } catch (IOException e) { |
| e.printStackTrace(); |
| } finally { |
| close(in); |
| } |
| } |
| } |
| } |
| |
| private static void close(Closeable reader) { |
| if (reader != null) { |
| try { |
| reader.close(); |
| } catch (IOException e) { |
| e.printStackTrace(); |
| } |
| } |
| } |
| |
| public static void main(String[] args) { |
| String fileName = args[0]; |
| if (fileName != null) { |
| File file = new File(fileName); |
| if (!file.exists()) { |
| printHelp(fileName); |
| } else { |
| new Converter(file).convert(); |
| } |
| } else { |
| printHelp(null); |
| } |
| } |
| |
| private static void printHelp(String name) { |
| if (name == null) { |
| System.out.println("You must specify the name of the file to convert:"); |
| } else { |
| System.out.println("The specified file does not exist: " + name); |
| } |
| System.out.println("java Converter [filename]"); |
| System.out.println(""); |
| System.out.println("\t[filename]\tPath to the file to convert. The file is replaced by " |
| + "the conversion result."); |
| } |
| } |