Weight vector utils

README.md

@@ -16,7 +16,7 @@ Maven Coordinates
 -----------------
 To use Illinois-SL in your project add the following to your pom,
 
-```
+```xml
   <dependencies>
   ...  
     <dependency>

pom.xml

@@ -27,7 +27,6 @@
 		</repository>
 	</distributionManagement>
 
-
 	<build>
 		<plugins>
 			<plugin>

src/main/java/edu/illinois/cs/cogcomp/sl/util/WeightVectorUtils.java

@@ -0,0 +1,203 @@
+package edu.illinois.cs.cogcomp.sl.util;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.*;
+import java.net.URISyntaxException;
+import java.net.URL;
+import java.net.URLDecoder;
+import java.util.ArrayList;
+import java.util.Enumeration;
+import java.util.List;
+import java.util.jar.JarEntry;
+import java.util.jar.JarFile;
+import java.util.zip.GZIPInputStream;
+import java.util.zip.GZIPOutputStream;
+
+public class WeightVectorUtils {
+
+    private final static Logger log = LoggerFactory.getLogger(WeightVectorUtils.class);
+
+    public static void save(String fileName, WeightVector wv) throws IOException {
+        BufferedOutputStream stream =
+                new BufferedOutputStream(new GZIPOutputStream(new FileOutputStream(fileName)));
+
+        BufferedWriter writer = new BufferedWriter(new OutputStreamWriter(stream));
+
+        float[] w = wv.getWeightArray();
+
+        writer.write("WeightVector");
+        writer.newLine();
+
+        writer.write(w.length + "");
+        writer.newLine();
+
+        int numNonZero = 0;
+        for (int index = 0; index < w.length; index++) {
+            if (w[index] != 0) {
+                writer.write(index + ":" + w[index]);
+                writer.newLine();
+                numNonZero++;
+            }
+        }
+
+        writer.close();
+
+        log.info("Number of non zero weights: " + numNonZero);
+    }
+
+    public static WeightVector load(String fileName) {
+        try {
+            GZIPInputStream zipin = new GZIPInputStream(new FileInputStream(fileName));
+
+            BufferedReader reader = new BufferedReader(new InputStreamReader(zipin));
+
+            String line;
+
+            line = reader.readLine().trim();
+            if (!line.equals("WeightVector")) {
+                reader.close();
+                throw new IOException("Invalid model file.");
+            }
+
+            line = reader.readLine().trim();
+            int size = Integer.parseInt(line);
+
+            WeightVector w = new WeightVector(size);
+
+            while ((line = reader.readLine()) != null) {
+                line = line.trim();
+                String[] parts = line.split(":");
+                int index = Integer.parseInt(parts[0]);
+                float value = Float.parseFloat(parts[1]);
+                w.setElement(index, value);
+            }
+
+            zipin.close();
+
+            return w;
+        } catch (Exception e) {
+            log.error("Error loading model file {}", fileName);
+            System.exit(-1);
+        }
+        return null;
+    }
+
+    public static WeightVector loadWeightVectorFromClassPath(String fileName) {
+        try {
+            Class<WeightVectorUtils> clazz = WeightVectorUtils.class;
+            List<URL> list = lsResources(clazz, fileName);
+
+            if (list.size() == 0) {
+                log.error("File {} not found on the classpath", fileName);
+                throw new Exception("File not found on classpath");
+            }
+            InputStream stream = list.get(0).openStream();
+
+            GZIPInputStream zipin = new GZIPInputStream(stream);
+
+            BufferedReader reader = new BufferedReader(new InputStreamReader(zipin));
+
+            String line;
+
+            line = reader.readLine().trim();
+            if (!line.equals("WeightVector")) {
+                reader.close();
+                throw new IOException("Invalid model file.");
+            }
+
+            line = reader.readLine().trim();
+            int size = Integer.parseInt(line);
+
+            WeightVector w = new WeightVector(size);
+
+            while ((line = reader.readLine()) != null) {
+                line = line.trim();
+                String[] parts = line.split(":");
+                int index = Integer.parseInt(parts[0]);
+                float value = Float.parseFloat(parts[1]);
+                w.setElement(index, value);
+            }
+
+            zipin.close();
+            return w;
+        } catch (Exception e) {
+            log.error("Error loading model file {}", fileName);
+            System.exit(-1);
+        }
+        return null;
+    }
+
+
+    /**
+     * Lists resources that are contained within a path. This works for any resource on the
+     * classpath, either in the file system or in a jar file. The function returns a list of URLs,
+     * connections to which can be opened for reading.
+     * <p>
+     * <b>NB</b>: This method works only for full file names. If you need to list the files of a
+     * directory contained in the classpath use lsResourcesDir(Class, String) in illinois-core-utilities
+     *
+     * @param clazz The class whose path is scanned
+     * @param path The name of the resource(s) to be returned
+     * @return A list of URLs
+     */
+    public static List<URL> lsResources(Class clazz, String path) throws URISyntaxException,
+            IOException {
+        URL dirURL = clazz.getResource(path);
+
+        if (dirURL == null) {
+            ClassLoader loader = Thread.currentThread().getContextClassLoader();
+            dirURL = loader.getResource(path);
+        }
+
+        if (dirURL == null) {
+            return new ArrayList<>();
+        }
+
+        String dirPath = dirURL.getPath();
+        if (dirURL.getProtocol().equals("file")) {
+            String[] list = new File(dirURL.toURI()).list();
+            List<URL> urls = new ArrayList<>();
+
+            if (list == null) {
+                // if the list is null, but the dirURL is not, then dirURL is
+                // actually a file!
+                urls.add(dirURL);
+            } else {
+                for (String l : list) {
+                    URL url = (new File(dirPath + File.separator + l)).toURI().toURL();
+                    urls.add(url);
+                }
+            }
+            return urls;
+        }
+
+        if (dirURL.getProtocol().equals("jar")) {
+            int exclamation = dirPath.indexOf("!");
+            String jarPath = dirPath.substring(5, exclamation);
+            String jarRoot = dirPath.substring(0, exclamation + 1);
+
+            JarFile jar = new JarFile(URLDecoder.decode(jarPath, "UTF-8"));
+            Enumeration<JarEntry> entries = jar.entries();
+
+            List<URL> urls = new ArrayList<>();
+            while (entries.hasMoreElements()) {
+                JarEntry element = entries.nextElement();
+
+                String name = element.getName();
+
+                // Because the path string comes from JarEntry, We SHOULD use
+                // '/'' instead of File.SEPERATOR.
+                // And it seems that the only way to figure out if a JarEntry
+                //  path is a folder or file is to check the last character.
+                if (name.startsWith(path) && !name.equals(path + "/")) {
+                    URL url = new URL("jar:" + jarRoot + "/" + name);
+                    urls.add(url);
+                }
+            }
+            return urls;
+        }
+        throw new UnsupportedOperationException("Cannot list files for URL " + dirURL);
+    }
+}