Modified: 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestDenseVector.java
URL: 
http://svn.apache.org/viewvc/lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestDenseVector.java?rev=785206&r1=785205&r2=785206&view=diff
==============================================================================
--- 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestDenseVector.java
 (original)
+++ 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestDenseVector.java
 Tue Jun 16 13:28:14 2009
@@ -17,6 +17,9 @@
 
 package org.apache.mahout.matrix;
 
+import java.util.HashMap;
+import java.util.Map;
+
 import junit.framework.TestCase;
 
 public class TestDenseVector extends TestCase {
@@ -31,7 +34,10 @@
 
   public void testAsFormatString() {
     String formatString = test.asWritableComparable().toString();
-    assertEquals("format", "[, 1.1, 2.2, 3.3, ] ", formatString);
+    assertEquals(
+        "format",
+        
"{\"class\":\"org.apache.mahout.matrix.DenseVector\",\"vector\":\"{\\\"values\\\":[1.1,2.2,3.3]}\"}",
+        formatString);
   }
 
   public void testCardinality() {
@@ -126,8 +132,8 @@
     }
   }
 
-  public void testDecodeFormat() throws Exception {
-    Vector val = DenseVector.decodeFormat(test.asWritableComparable());
+  public void testDecodeVector() throws Exception {
+    Vector val = AbstractVector.decodeVector(test.asWritableComparable());
     for (int i = 0; i < test.cardinality(); i++)
       assertEquals("get [" + i + ']', test.get(i), val.get(i));
   }
@@ -350,4 +356,17 @@
       }
     }
   }
+
+  public void testLabelIndexing() {
+    Map<String, Integer> bindings = new HashMap<String, Integer>();
+    bindings.put("Fee", 0);
+    bindings.put("Fie", 1);
+    bindings.put("Foe", 2);
+    test.setLabelBindings(bindings);
+    assertEquals("Fee", test.get(0), test.get("Fee"));
+    assertEquals("Fie", test.get(1), test.get("Fie"));
+    assertEquals("Foe", test.get(2), test.get("Foe"));
+    test.set("Fie", 15.3);
+    assertEquals("Fie", test.get(1), test.get("Fie"));
+  }
 }

Modified: 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestMatrixView.java
URL: 
http://svn.apache.org/viewvc/lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestMatrixView.java?rev=785206&r1=785205&r2=785206&view=diff
==============================================================================
--- 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestMatrixView.java
 (original)
+++ 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestMatrixView.java
 Tue Jun 16 13:28:14 2009
@@ -43,9 +43,12 @@
   }
 
   public void testAsFormatString() {
-    assertEquals("format",
-        "[, [, 2.2, 3.3, ], [, 4.4, 5.5, ], [, 6.6, 7.7, ], ] ", test
-            .asWritableComparable().toString());
+    String string = test
+        .asWritableComparable().toString();
+    Matrix m = AbstractMatrix.decodeMatrix(string);
+    int[] c = m.cardinality();
+    assertEquals("row cardinality", values.length - 2, c[ROW]);
+    assertEquals("col cardinality", values[0].length - 1, c[COL]);
   }
 
   public void testCardinality() {

Modified: 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseColumnMatrix.java
URL: 
http://svn.apache.org/viewvc/lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseColumnMatrix.java?rev=785206&r1=785205&r2=785206&view=diff
==============================================================================
--- 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseColumnMatrix.java
 (original)
+++ 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseColumnMatrix.java
 Tue Jun 16 13:28:14 2009
@@ -33,9 +33,4 @@
     return matrix;
   }
 
-  public void testAsFormatString() {
-    assertEquals("format", "[[, 1.1, 2.2, ], 3.3, 4.4, ], 5.5, 6.6, ], ] ",
-            test.asWritableComparable().toString());
-  }
-
 }

Modified: 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseMatrix.java
URL: 
http://svn.apache.org/viewvc/lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseMatrix.java?rev=785206&r1=785205&r2=785206&view=diff
==============================================================================
--- 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseMatrix.java
 (original)
+++ 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseMatrix.java
 Tue Jun 16 13:28:14 2009
@@ -25,7 +25,7 @@
 
   @Override
   public Matrix matrixFactory(double[][] values) {
-    int[] cardinality = {values.length, values[0].length};
+    int[] cardinality = { values.length, values[0].length };
     Matrix matrix = new SparseMatrix(cardinality);
     for (int row = 0; row < cardinality[ROW]; row++)
       for (int col = 0; col < cardinality[COL]; col++)
@@ -33,11 +33,4 @@
     return matrix;
   }
 
-  public void testAsFormatString() {
-    assertEquals(
-            "format",
-            "[s3, [s2, 0:1.1, 1:2.2, ] [s2, 0:3.3, 1:4.4, ] [s2, 0:5.5, 1:6.6, 
] ] ",
-            test.asWritableComparable().toString());
-  }
-
 }

Modified: 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseRowMatrix.java
URL: 
http://svn.apache.org/viewvc/lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseRowMatrix.java?rev=785206&r1=785205&r2=785206&view=diff
==============================================================================
--- 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseRowMatrix.java
 (original)
+++ 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseRowMatrix.java
 Tue Jun 16 13:28:14 2009
@@ -33,11 +33,6 @@
     return matrix;
   }
 
-  public void testAsFormatString() {
-    assertEquals("format", "[[, 1.1, 2.2, ], 3.3, 4.4, ], 5.5, 6.6, ], ] ",
-            test.asWritableComparable().toString());
-  }
-
   
 
 }

Modified: 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseVector.java
URL: 
http://svn.apache.org/viewvc/lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseVector.java?rev=785206&r1=785205&r2=785206&view=diff
==============================================================================
--- 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseVector.java
 (original)
+++ 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestSparseVector.java
 Tue Jun 16 13:28:14 2009
@@ -1,4 +1,3 @@
-
 /**
  * Licensed to the Apache Software Foundation (ASF) under one or more
  * contributor license agreements.  See the NOTICE file distributed with
@@ -18,6 +17,9 @@
 
 package org.apache.mahout.matrix;
 
+import java.util.HashMap;
+import java.util.Map;
+
 import junit.framework.TestCase;
 
 public class TestSparseVector extends TestCase {
@@ -39,7 +41,10 @@
 
   public void testAsFormatString() {
     String formatString = test.asWritableComparable().toString();
-    assertEquals("format", "[s5, 1:1.1, 2:2.2, 3:3.3, ] ", formatString);
+    assertEquals(
+        "format",
+        
"{\"class\":\"org.apache.mahout.matrix.SparseVector\",\"vector\":\"{\\\"values\\\":{\\\"1\\\":1.1,\\\"2\\\":2.2,\\\"3\\\":3.3},\\\"cardinality\\\":5}\"}",
+        formatString);
   }
 
   public void testCardinality() {
@@ -139,8 +144,8 @@
     }
   }
 
-  public void testDecodeFormat() throws Exception {
-    Vector val = SparseVector.decodeFormat(test.asWritableComparable());
+  public void testDecodeVectort() throws Exception {
+    Vector val = AbstractVector.decodeVector(test.asWritableComparable());
     for (int i = 0; i < test.cardinality(); i++)
       assertEquals("get [" + i + ']', test.get(i), val.get(i));
   }
@@ -383,4 +388,17 @@
         assertEquals("cross[" + row + "][" + col + ']', test.getQuick(row)
             * test.getQuick(col), result.getQuick(row, col));
   }
+
+  public void testLabelIndexing() {
+    Map<String, Integer> bindings = new HashMap<String, Integer>();
+    bindings.put("Fee", 0);
+    bindings.put("Fie", 1);
+    bindings.put("Foe", 2);
+    test.setLabelBindings(bindings);
+    assertEquals("Fee", test.get(0), test.get("Fee"));
+    assertEquals("Fie", test.get(1), test.get("Fie"));
+    assertEquals("Foe", test.get(2), test.get("Foe"));
+    test.set("Fie", 15.3);
+    assertEquals("Fie", test.get(1), test.get("Fie"));
+  }
 }

Modified: 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestVectorView.java
URL: 
http://svn.apache.org/viewvc/lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestVectorView.java?rev=785206&r1=785205&r2=785206&view=diff
==============================================================================
--- 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestVectorView.java
 (original)
+++ 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/TestVectorView.java
 Tue Jun 16 13:28:14 2009
@@ -25,9 +25,10 @@
 
   private static final int offset = 1;
 
-  final double[] values = {0.0, 1.1, 2.2, 3.3, 4.4, 5.5};
+  final double[] values = { 0.0, 1.1, 2.2, 3.3, 4.4, 5.5 };
 
-  final Vector test = new VectorView(new DenseVector(values), offset, 
cardinality);
+  final Vector test = new VectorView(new DenseVector(values), offset,
+      cardinality);
 
   public TestVectorView(String name) {
     super(name);
@@ -35,7 +36,8 @@
 
   public void testAsFormatString() {
     String formatString = test.asWritableComparable().toString();
-    assertEquals("format", "[, 2.2, 3.3, 4.4, ] ", formatString);
+    Vector v = AbstractVector.decodeVector(formatString);
+    assertEquals("cardinality", test.cardinality(), v.cardinality());
   }
 
   public void testCardinality() {
@@ -200,7 +202,7 @@
     assertEquals("cardinality", 3, val.cardinality());
     for (int i = 0; i < test.cardinality(); i++)
       assertEquals("get [" + i + ']', values[offset + i] * values[offset + i],
-              val.get(i));
+          val.get(i));
   }
 
   public void testTimesVectorCardinality() {
@@ -326,6 +328,6 @@
     for (int row = 0; row < result.cardinality()[0]; row++)
       for (int col = 0; col < result.cardinality()[1]; col++)
         assertEquals("cross[" + row + "][" + col + ']', test.getQuick(row)
-                * test.getQuick(col), result.getQuick(row, col));
+            * test.getQuick(col), result.getQuick(row, col));
   }
 }

Modified: 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/VectorTest.java
URL: 
http://svn.apache.org/viewvc/lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/VectorTest.java?rev=785206&r1=785205&r2=785206&view=diff
==============================================================================
--- 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/VectorTest.java 
(original)
+++ 
lucene/mahout/trunk/core/src/test/java/org/apache/mahout/matrix/VectorTest.java 
Tue Jun 16 13:28:14 2009
@@ -17,11 +17,18 @@
 
 package org.apache.mahout.matrix;
 
-import junit.framework.TestCase;
-
+import java.lang.reflect.Type;
 import java.util.Date;
+import java.util.HashMap;
+import java.util.Map;
 import java.util.Random;
 
+import junit.framework.TestCase;
+
+import com.google.gson.Gson;
+import com.google.gson.GsonBuilder;
+import com.google.gson.reflect.TypeToken;
+
 public class VectorTest extends TestCase {
 
   public VectorTest(String s) {
@@ -46,19 +53,22 @@
     assertTrue("equivalent didn't work", AbstractVector.equivalent(left, 
right));
     assertTrue("equals didn't work", left.equals(right));
     right.setQuick(2, 4);
-    assertTrue("equivalent didn't work", AbstractVector.equivalent(left, 
right)  == false);
-    assertTrue("equals didn't work", left.equals(right)  == false);
+    assertTrue("equivalent didn't work",
+        AbstractVector.equivalent(left, right) == false);
+    assertTrue("equals didn't work", left.equals(right) == false);
     right = new DenseVector(4);
     right.setQuick(0, 1);
     right.setQuick(1, 2);
     right.setQuick(2, 3);
     right.setQuick(3, 3);
-    assertTrue("equivalent didn't work", AbstractVector.equivalent(left, 
right)  == false);
+    assertTrue("equivalent didn't work",
+        AbstractVector.equivalent(left, right) == false);
     assertTrue("equals didn't work", left.equals(right) == false);
     left = new SparseVector(2);
     left.setQuick(0, 1);
     left.setQuick(1, 2);
-    assertTrue("equivalent didn't work", AbstractVector.equivalent(left, 
right)  == false);
+    assertTrue("equivalent didn't work",
+        AbstractVector.equivalent(left, right) == false);
     assertTrue("equals didn't work", left.equals(right) == false);
 
     DenseVector dense = new DenseVector(3);
@@ -69,7 +79,8 @@
     dense.setQuick(0, 1);
     dense.setQuick(1, 2);
     dense.setQuick(2, 3);
-    assertTrue("equivalent didn't work", AbstractVector.equivalent(dense, 
right)  == true);
+    assertTrue("equivalent didn't work", AbstractVector
+        .equivalent(dense, right) == true);
     assertTrue("equals didn't work", dense.equals(right) == true);
 
     SparseVector sparse = new SparseVector(3);
@@ -80,23 +91,24 @@
     left.setQuick(0, 1);
     left.setQuick(1, 2);
     left.setQuick(2, 3);
-    assertTrue("equivalent didn't work", AbstractVector.equivalent(sparse, 
left)  == true);
+    assertTrue("equivalent didn't work", AbstractVector
+        .equivalent(sparse, left) == true);
     assertTrue("equals didn't work", left.equals(sparse) == true);
 
     VectorView v1 = new VectorView(left, 0, 2);
     VectorView v2 = new VectorView(right, 0, 2);
-    assertTrue("equivalent didn't work", AbstractVector.equivalent(v1, v2)  == 
true);
+    assertTrue("equivalent didn't work",
+        AbstractVector.equivalent(v1, v2) == true);
     assertTrue("equals didn't work", v1.equals(v2) == true);
     sparse = new SparseVector(2);
     sparse.setQuick(0, 1);
     sparse.setQuick(1, 2);
-    assertTrue("equivalent didn't work", AbstractVector.equivalent(v1, sparse) 
 == true);
+    assertTrue("equivalent didn't work",
+        AbstractVector.equivalent(v1, sparse) == true);
     assertTrue("equals didn't work", v1.equals(sparse) == true);
 
-
   }
 
-
   private static void doTestVectors(Vector left, Vector right) {
     left.setQuick(0, 1);
     left.setQuick(1, 2);
@@ -110,7 +122,8 @@
     System.out.println("Vec: " + formattedString);
     Vector vec = AbstractVector.decodeVector(formattedString);
     assertTrue("vec is null and it shouldn't be", vec != null);
-    assertTrue("Vector could not be decoded from the formatString", 
AbstractVector.equivalent(vec, left));
+    assertTrue("Vector could not be decoded from the formatString",
+        AbstractVector.equivalent(vec, left));
   }
 
   public void testNormalize() throws Exception {
@@ -132,40 +145,43 @@
     assertTrue("norm is not equal to expected", norm.equals(expected));
 
     norm = vec1.normalize(1);
-    expected.setQuick(0, 1.0/6);
-    expected.setQuick(1, 2.0/6);
-    expected.setQuick(2, 3.0/6);
+    expected.setQuick(0, 1.0 / 6);
+    expected.setQuick(1, 2.0 / 6);
+    expected.setQuick(2, 3.0 / 6);
     assertTrue("norm is not equal to expected", norm.equals(expected));
     norm = vec1.normalize(3);
-    //TODO this is not used
+    // TODO this is not used
     expected = vec1.times(vec1).times(vec1);
 
-    //double sum = expected.zSum();
-    //cube = Math.pow(sum, 1.0/3);
-    double cube = Math.pow(36, 1.0/3);
+    // double sum = expected.zSum();
+    // cube = Math.pow(sum, 1.0/3);
+    double cube = Math.pow(36, 1.0 / 3);
     expected = vec1.divide(cube);
-    
-    assertTrue("norm: " + norm.asFormatString() + " is not equal to expected: 
" + expected.asFormatString(), norm.equals(expected));
+
+    assertTrue("norm: " + norm.asFormatString() + " is not equal to expected: "
+        + expected.asFormatString(), norm.equals(expected));
 
     norm = vec1.normalize(Double.POSITIVE_INFINITY);
-    //The max is 3, so we divide by that.
-    expected.setQuick(0, 1.0/3);
-    expected.setQuick(1, 2.0/3);
-    expected.setQuick(2, 3.0/3);
-    assertTrue("norm: " + norm.asFormatString() + " is not equal to expected: 
" + expected.asFormatString(), norm.equals(expected));
+    // The max is 3, so we divide by that.
+    expected.setQuick(0, 1.0 / 3);
+    expected.setQuick(1, 2.0 / 3);
+    expected.setQuick(2, 3.0 / 3);
+    assertTrue("norm: " + norm.asFormatString() + " is not equal to expected: "
+        + expected.asFormatString(), norm.equals(expected));
 
     norm = vec1.normalize(0);
-    //The max is 3, so we divide by that.
-    expected.setQuick(0, 1.0/3);
-    expected.setQuick(1, 2.0/3);
-    expected.setQuick(2, 3.0/3);
-    assertTrue("norm: " + norm.asFormatString() + " is not equal to expected: 
" + expected.asFormatString(), norm.equals(expected));
+    // The max is 3, so we divide by that.
+    expected.setQuick(0, 1.0 / 3);
+    expected.setQuick(1, 2.0 / 3);
+    expected.setQuick(2, 3.0 / 3);
+    assertTrue("norm: " + norm.asFormatString() + " is not equal to expected: "
+        + expected.asFormatString(), norm.equals(expected));
 
     try {
       vec1.normalize(-1);
       assertTrue(false);
     } catch (IllegalArgumentException e) {
-      //expected
+      // expected
     }
 
   }
@@ -215,12 +231,12 @@
   }
 
   public void testEnumeration() throws Exception {
-    double[] apriori = {0, 1, 2, 3, 4};
+    double[] apriori = { 0, 1, 2, 3, 4 };
 
-    doTestEnumeration(apriori, new VectorView(new DenseVector(new double[]{
-            -2, -1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9}), 2, 5));
+    doTestEnumeration(apriori, new VectorView(new DenseVector(new double[] {
+        -2, -1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9 }), 2, 5));
 
-    doTestEnumeration(apriori, new DenseVector(new double[]{0, 1, 2, 3, 4}));
+    doTestEnumeration(apriori, new DenseVector(new double[] { 0, 1, 2, 3, 4 
}));
 
     SparseVector sparse = new SparseVector(5);
     sparse.set(0, 0);
@@ -250,7 +266,7 @@
     long tRef = t1 - t0;
     assertTrue(tOpt < tRef);
     System.out.println("testSparseVectorTimesX tRef=tOpt=" + (tRef - tOpt)
-            + " ms for 10 iterations");
+        + " ms for 10 iterations");
     for (int i = 0; i < 50000; i++)
       assertEquals("i=" + i, rRef.getQuick(i), rOpt.getQuick(i));
   }
@@ -274,7 +290,7 @@
     long tRef = t1 - t0;
     assertTrue(tOpt < tRef);
     System.out.println("testSparseVectorTimesV tRef=tOpt=" + (tRef - tOpt)
-            + " ms for 10 iterations");
+        + " ms for 10 iterations");
     for (int i = 0; i < 50000; i++)
       assertEquals("i=" + i, rRef.getQuick(i), rOpt.getQuick(i));
   }
@@ -286,4 +302,51 @@
     return v1;
   }
 
+  public void testLabelSerializationDense() {
+    double[] values = { 1.1, 2.2, 3.3 };
+    Vector test = new DenseVector(values);
+    Map<String, Integer> bindings = new HashMap<String, Integer>();
+    bindings.put("Fee", 0);
+    bindings.put("Fie", 1);
+    bindings.put("Foe", 2);
+    test.setLabelBindings(bindings);
+
+    Type vectorType = new TypeToken<Vector>() {
+    }.getType();
+
+    GsonBuilder builder = new GsonBuilder();
+    builder.registerTypeAdapter(vectorType, new JsonVectorAdapter());
+    Gson gson = builder.create();
+    String json = gson.toJson(test, vectorType);
+    Vector test1 = gson.fromJson(json, vectorType);
+    assertEquals("Fee", test.get(0), test1.get("Fee"));
+    assertEquals("Fie", test.get(1), test1.get("Fie"));
+    assertEquals("Foe", test.get(2), test1.get("Foe"));
+
+  }
+
+  public void testLabelSerializationSparse() {
+    double[] values = { 1.1, 2.2, 3.3 };
+    Vector test = new SparseVector(3);
+    for (int i = 0; i < values.length; i++)
+      test.set(i, values[i]);
+    Map<String, Integer> bindings = new HashMap<String, Integer>();
+    bindings.put("Fee", 0);
+    bindings.put("Fie", 1);
+    bindings.put("Foe", 2);
+    test.setLabelBindings(bindings);
+
+    Type vectorType = new TypeToken<Vector>() {
+    }.getType();
+
+    GsonBuilder builder = new GsonBuilder();
+    builder.registerTypeAdapter(vectorType, new JsonVectorAdapter());
+    Gson gson = builder.create();
+    String json = gson.toJson(test, vectorType);
+    Vector test1 = gson.fromJson(json, vectorType);
+    assertEquals("Fee", test.get(0), test1.get("Fee"));
+    assertEquals("Fie", test.get(1), test1.get("Fie"));
+    assertEquals("Foe", test.get(2), test1.get("Foe"));
+  }
+
 }

Modified: 
lucene/mahout/trunk/examples/src/main/java/org/apache/mahout/clustering/dirichlet/DisplayASNOutputState.java
URL: 
http://svn.apache.org/viewvc/lucene/mahout/trunk/examples/src/main/java/org/apache/mahout/clustering/dirichlet/DisplayASNOutputState.java?rev=785206&r1=785205&r2=785206&view=diff
==============================================================================
--- 
lucene/mahout/trunk/examples/src/main/java/org/apache/mahout/clustering/dirichlet/DisplayASNOutputState.java
 (original)
+++ 
lucene/mahout/trunk/examples/src/main/java/org/apache/mahout/clustering/dirichlet/DisplayASNOutputState.java
 Tue Jun 16 13:28:14 2009
@@ -32,6 +32,7 @@
 import org.apache.mahout.clustering.dirichlet.models.Model;
 import org.apache.mahout.clustering.dirichlet.models.NormalModelDistribution;
 import org.apache.mahout.clustering.kmeans.KMeansDriver;
+import org.apache.mahout.matrix.AbstractVector;
 import org.apache.mahout.matrix.DenseVector;
 import org.apache.mahout.matrix.Vector;
 
@@ -78,7 +79,7 @@
       List<Vector> results = new ArrayList<Vector>();
       String line;
       while ((line = r.readLine()) != null)
-        results.add(DenseVector.decodeFormat(line));
+        results.add(AbstractVector.decodeVector(line));
       return results;
     } finally {
       r.close();

Modified: 
lucene/mahout/trunk/examples/src/main/java/org/apache/mahout/clustering/dirichlet/DisplayOutputState.java
URL: 
http://svn.apache.org/viewvc/lucene/mahout/trunk/examples/src/main/java/org/apache/mahout/clustering/dirichlet/DisplayOutputState.java?rev=785206&r1=785205&r2=785206&view=diff
==============================================================================
--- 
lucene/mahout/trunk/examples/src/main/java/org/apache/mahout/clustering/dirichlet/DisplayOutputState.java
 (original)
+++ 
lucene/mahout/trunk/examples/src/main/java/org/apache/mahout/clustering/dirichlet/DisplayOutputState.java
 Tue Jun 16 13:28:14 2009
@@ -32,6 +32,7 @@
 import org.apache.mahout.clustering.dirichlet.models.NormalModel;
 import org.apache.mahout.clustering.dirichlet.models.NormalModelDistribution;
 import org.apache.mahout.clustering.kmeans.KMeansDriver;
+import org.apache.mahout.matrix.AbstractVector;
 import org.apache.mahout.matrix.DenseVector;
 import org.apache.mahout.matrix.Vector;
 
@@ -77,7 +78,7 @@
       List<Vector> results = new ArrayList<Vector>();
       String line;
       while ((line = r.readLine()) != null)
-        results.add(DenseVector.decodeFormat(line));
+        results.add(AbstractVector.decodeVector(line));
       return results;
     } finally {
       r.close();


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