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Example 51 with Worker

use of com.tencent.angel.worker.Worker in project angel by Tencent.

the class IncrementRowTest method testSparseIntUDF.

public void testSparseIntUDF() throws Exception {
    Worker worker = LocalClusterContext.get().getWorker(workerAttempt0Id).getWorker();
    MatrixClient client1 = worker.getPSAgent().getMatrixClient(SPARSE_INT_MAT, 0);
    int[] index = genIndexs(feaNum, nnz);
    IntIntVector deltaVec = new IntIntVector(feaNum, new IntIntSparseVectorStorage(feaNum, nnz));
    for (int i = 0; i < index.length; i++) {
        deltaVec.set(index[i], index[i]);
    }
    deltaVec.setRowId(0);
    client1.increment(deltaVec, true);
    IntIntVector row = (IntIntVector) client1.getRow(0);
    for (int id : index) {
        // System.out.println("id=" + id + ", value=" + row.get(id));
        Assert.assertTrue(row.get(id) == deltaVec.get(id));
    }
    Assert.assertTrue(index.length == row.size());
}
Also used : Worker(com.tencent.angel.worker.Worker) MatrixClient(com.tencent.angel.psagent.matrix.MatrixClient)

Example 52 with Worker

use of com.tencent.angel.worker.Worker in project angel by Tencent.

the class IncrementRowTest method testSparseDoubleUDF.

public void testSparseDoubleUDF() throws Exception {
    Worker worker = LocalClusterContext.get().getWorker(workerAttempt0Id).getWorker();
    MatrixClient client1 = worker.getPSAgent().getMatrixClient(SPARSE_DOUBLE_MAT, 0);
    int[] index = genIndexs(feaNum, nnz);
    IntDoubleVector deltaVec = new IntDoubleVector(feaNum, new IntDoubleSparseVectorStorage(feaNum, nnz));
    for (int i = 0; i < index.length; i++) {
        deltaVec.set(index[i], index[i]);
    }
    deltaVec.setRowId(0);
    client1.increment(deltaVec, true);
    IntDoubleVector row = (IntDoubleVector) client1.getRow(0);
    for (int id : index) {
        // System.out.println("id=" + id + ", value=" + row.get(id));
        Assert.assertTrue(row.get(id) == deltaVec.get(id));
    }
    Assert.assertTrue(index.length == row.size());
}
Also used : Worker(com.tencent.angel.worker.Worker) MatrixClient(com.tencent.angel.psagent.matrix.MatrixClient)

Example 53 with Worker

use of com.tencent.angel.worker.Worker in project angel by Tencent.

the class IncrementRowTest method testSparseLongUDF.

public void testSparseLongUDF() throws Exception {
    Worker worker = LocalClusterContext.get().getWorker(workerAttempt0Id).getWorker();
    MatrixClient client1 = worker.getPSAgent().getMatrixClient(SPARSE_LONG_MAT, 0);
    int[] index = genIndexs(feaNum, nnz);
    IntLongVector deltaVec = new IntLongVector(feaNum, new IntLongSparseVectorStorage(feaNum, nnz));
    for (int i = 0; i < index.length; i++) {
        deltaVec.set(index[i], index[i]);
    }
    deltaVec.setRowId(0);
    client1.increment(deltaVec, true);
    IntLongVector row = (IntLongVector) client1.getRow(0);
    for (int id : index) {
        // System.out.println("id=" + id + ", value=" + row.get(id));
        Assert.assertTrue(row.get(id) == deltaVec.get(id));
    }
    Assert.assertTrue(index.length == row.size());
}
Also used : Worker(com.tencent.angel.worker.Worker) MatrixClient(com.tencent.angel.psagent.matrix.MatrixClient)

Example 54 with Worker

use of com.tencent.angel.worker.Worker in project angel by Tencent.

the class IncrementRowTest method testSparseDoubleLongKeyUDF.

public void testSparseDoubleLongKeyUDF() throws Exception {
    Worker worker = LocalClusterContext.get().getWorker(workerAttempt0Id).getWorker();
    MatrixClient client1 = worker.getPSAgent().getMatrixClient(SPARSE_DOUBLE_LONG_MAT, 0);
    long[] index = genLongIndexs(feaNum, nnz);
    LongDoubleVector deltaVec = new LongDoubleVector(feaNum, new LongDoubleSparseVectorStorage(feaNum, nnz));
    for (int i = 0; i < feaNum; i++) deltaVec.set(i, i);
    deltaVec.setRowId(0);
    client1.increment(deltaVec, true);
    LongDoubleVector row = (LongDoubleVector) client1.getRow(0);
    for (long id : index) {
        // System.out.println("id=" + id + ", value=" + row.get(id));
        Assert.assertTrue(row.get(id) == deltaVec.get(id));
    }
}
Also used : Worker(com.tencent.angel.worker.Worker) MatrixClient(com.tencent.angel.psagent.matrix.MatrixClient)

Example 55 with Worker

use of com.tencent.angel.worker.Worker in project angel by Tencent.

the class IncrementRowTest method testDenseIntUDF.

public void testDenseIntUDF() throws Exception {
    Worker worker = LocalClusterContext.get().getWorker(workerAttempt0Id).getWorker();
    MatrixClient client1 = worker.getPSAgent().getMatrixClient(DENSE_INT_MAT, 0);
    int[] index = genIndexs(feaNum, nnz);
    IntIntVector deltaVec = new IntIntVector(feaNum, new IntIntDenseVectorStorage(feaNum));
    for (int i = 0; i < feaNum; i++) deltaVec.set(i, i);
    deltaVec.setRowId(0);
    client1.increment(deltaVec, true);
    IntIntVector row = (IntIntVector) client1.getRow(0);
    for (int id : index) {
        Assert.assertTrue(row.get(id) == deltaVec.get(id));
    }
    Assert.assertTrue(feaNum == row.size());
}
Also used : Worker(com.tencent.angel.worker.Worker) MatrixClient(com.tencent.angel.psagent.matrix.MatrixClient)

Aggregations

Worker (com.tencent.angel.worker.Worker)196 MatrixClient (com.tencent.angel.psagent.matrix.MatrixClient)183 Test (org.junit.Test)21 AMTaskManager (com.tencent.angel.master.task.AMTaskManager)13 IntDoubleVector (com.tencent.angel.ml.math2.vector.IntDoubleVector)13 IntFloatVector (com.tencent.angel.ml.math2.vector.IntFloatVector)13 IntIntVector (com.tencent.angel.ml.math2.vector.IntIntVector)13 IntLongVector (com.tencent.angel.ml.math2.vector.IntLongVector)12 LongDoubleVector (com.tencent.angel.ml.math2.vector.LongDoubleVector)12 LongFloatVector (com.tencent.angel.ml.math2.vector.LongFloatVector)12 LongIntVector (com.tencent.angel.ml.math2.vector.LongIntVector)12 LongLongVector (com.tencent.angel.ml.math2.vector.LongLongVector)12 Vector (com.tencent.angel.ml.math2.vector.Vector)12 IncrementRows (com.tencent.angel.ml.matrix.psf.update.update.IncrementRows)12 IncrementRowsParam (com.tencent.angel.ml.matrix.psf.update.update.IncrementRowsParam)12 WorkerManager (com.tencent.angel.master.worker.WorkerManager)10 Location (com.tencent.angel.common.location.Location)9 AngelApplicationMaster (com.tencent.angel.master.AngelApplicationMaster)9 LongIndexGet (com.tencent.angel.ml.matrix.psf.get.indexed.LongIndexGet)8 LongIndexGetParam (com.tencent.angel.ml.matrix.psf.get.indexed.LongIndexGetParam)8