Package org.apache.mahout.math

Examples of org.apache.mahout.math.RandomAccessSparseVector.assign()

88
89
90
91
92
93
94
95
96
97
98
      mapContext = DummyRecordWriter.build(mapper, conf, mapWriter);
   
    // perform the mapping
    for (int i = 0; i < RAW_DIMENSIONS; i++) {
      RandomAccessSparseVector toAdd = new RandomAccessSparseVector(RAW_DIMENSIONS);
      toAdd.assign(RAW[i]);
      mapper.map(new IntWritable(i), new VectorWritable(toAdd), mapContext);
    }
   
    // now perform the reduction
    MatrixDiagonalizeReducer reducer = new MatrixDiagonalizeReducer();
View Full Code Here
227
228
229
230
231
232
233
234
235
236
237
  private static List<VectorWritable> getPointsWritable(double[][] raw) {
    List<VectorWritable> points = Lists.newArrayList();
    for (double[] fr : raw) {
      Vector vec = new RandomAccessSparseVector(fr.length);
      vec.assign(fr);
      points.add(new VectorWritable(vec));
    }
    return points;
  }
View Full Code Here
72
73
74
75
76
77
78
79
80
81
82
  private static List<VectorWritable> getPointsWritable(double[][] raw) {
    List<VectorWritable> points = Lists.newArrayList();
    for (double[] fr : raw) {
      Vector vec = new RandomAccessSparseVector(fr.length);
      vec.assign(fr);
      points.add(new VectorWritable(vec));
    }
    return points;
  }
View Full Code Here
62
63
64
65
66
67
68
69
70
71
72
 
  public static List<VectorWritable> getPointsWritable(double[][] raw) {
    List<VectorWritable> points = Lists.newArrayList();
    for (double[] fr : raw) {
      Vector vec = new RandomAccessSparseVector(fr.length);
      vec.assign(fr);
      points.add(new VectorWritable(vec));
    }
    return points;
  }
 
View Full Code Here
73
74
75
76
77
78
79
80
81
82
83
  private static List<VectorWritable> getPointsWritable() {
    List<VectorWritable> points = Lists.newArrayList();
    for (double[] fr : RAW) {
      Vector vec = new RandomAccessSparseVector(fr.length);
      vec.assign(fr);
      points.add(new VectorWritable(vec));
    }
    return points;
  }
View Full Code Here
83
84
85
86
87
88
89
90
91
92
93
  private static List<Vector> getPoints() {
    List<Vector> points = Lists.newArrayList();
    for (double[] fr : RAW) {
      Vector vec = new RandomAccessSparseVector(fr.length);
      vec.assign(fr);
      points.add(vec);
    }
    return points;
  }
View Full Code Here
46
47
48
49
50
51
52
53
54
55
56
      context = DummyRecordWriter.build(mapper, conf, writer);
   
    // perform the mapping
    for (int i = 0; i < RAW.length; i++) {
      Vector vector = new RandomAccessSparseVector(RAW[i].length);
      vector.assign(RAW[i]);
      mapper.map(new IntWritable(i), new VectorWritable(vector), context);
    }
   
    // check the results
    assertEquals("Number of map results", RAW.length, writer.getData().size());
View Full Code Here
54
55
56
57
58
59
60
61
62
63
64
    mapper.setup(toSave);
   
    // run the job
    for (int i = 0; i < MATRIX.length; i++) {
      Vector v = new RandomAccessSparseVector(MATRIX[i].length);
      v.assign(MATRIX[i]);
      mapper.map(new IntWritable(i), new VectorWritable(v), context);
    }
   
    // check the results
    assertEquals("Number of map results", MATRIX.length, writer.getData().size());
View Full Code Here
123
124
125
126
127
128
129
130
131
132
133
  }

  @Test
  public void testMatrixTimesVector() throws Exception {
    Vector v = new RandomAccessSparseVector(50);
    v.assign(1.0);
    Matrix m = SolverTest.randomSequentialAccessSparseMatrix(100, 90, 50, 20, 1.0);
    DistributedRowMatrix dm = randomDistributedMatrix(100, 90, 50, 20, 1.0, false);
    dm.setConf(getConfiguration());

    Vector expected = m.times(v);
View Full Code Here
136
137
138
139
140
141
142
143
144
145
146
  }

  @Test
  public void testMatrixTimesSquaredVector() throws Exception {
    Vector v = new RandomAccessSparseVector(50);
    v.assign(1.0);
    Matrix m = SolverTest.randomSequentialAccessSparseMatrix(100, 90, 50, 20, 1.0);
    DistributedRowMatrix dm = randomDistributedMatrix(100, 90, 50, 20, 1.0, false);
    dm.setConf(getConfiguration());

    Vector expected = m.timesSquared(v);
View Full Code Here
TOP
Copyright © 2018 www.massapi.com. All rights reserved.
All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.