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Example 71 with MatrixClient

use of com.tencent.angel.psagent.matrix.MatrixClient in project angel by Tencent.

the class IndexGetRowsTest method testSparseLongUDF.

public void testSparseLongUDF() throws Exception {
    Worker worker = LocalClusterContext.get().getWorker(workerAttempt0Id).getWorker();
    MatrixClient client1 = worker.getPSAgent().getMatrixClient(SPARSE_LONG_MAT, 0);
    int matrixW1Id = client1.getMatrixId();
    int[] index = genIndexs(feaNum, nnz);
    IntLongVector deltaVec = null;
    for (int rowId = 0; rowId < rowNum; rowId++) {
        deltaVec = new IntLongVector(feaNum, new IntLongSparseVectorStorage(feaNum));
        for (int i = 0; i < feaNum; i++) deltaVec.set(i, i);
        client1.increment(rowId, deltaVec, true);
    }
    int[] rowIds = new int[rowNum];
    for (int i = 0; i < rowNum; i++) {
        rowIds[i] = i;
    }
    Vector[] rows = client1.get(rowIds, index);
    for (int i = 0; i < rowNum; i++) {
        for (int id : index) {
            Assert.assertEquals(((IntLongVector) rows[i]).get(id), deltaVec.get(id), zero);
        }
    }
}
Also used : Worker(com.tencent.angel.worker.Worker) MatrixClient(com.tencent.angel.psagent.matrix.MatrixClient)

Example 72 with MatrixClient

use of com.tencent.angel.psagent.matrix.MatrixClient in project angel by Tencent.

the class UpdatePSFTest method testSparseIntUDF.

public void testSparseIntUDF() throws Exception {
    Worker worker = LocalClusterContext.get().getWorker(workerAttempt0Id).getWorker();
    MatrixClient client1 = worker.getPSAgent().getMatrixClient(SPARSE_INT_MAT, 0);
    int matrixW1Id = client1.getMatrixId();
    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]);
    }
    // for (int i = 0; i < feaNum; i++) {
    // deltaVec.set(i, i);
    // }
    deltaVec.setRowId(0);
    Vector[] updates = new Vector[1];
    updates[0] = deltaVec;
    client1.asyncUpdate(new IncrementRows(new IncrementRowsParam(matrixW1Id, updates))).get();
    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 : IncrementRowsParam(com.tencent.angel.ml.matrix.psf.update.update.IncrementRowsParam) IncrementRows(com.tencent.angel.ml.matrix.psf.update.update.IncrementRows) IntIntSparseVectorStorage(com.tencent.angel.ml.math2.storage.IntIntSparseVectorStorage) Worker(com.tencent.angel.worker.Worker) IntIntVector(com.tencent.angel.ml.math2.vector.IntIntVector) MatrixClient(com.tencent.angel.psagent.matrix.MatrixClient) IntLongVector(com.tencent.angel.ml.math2.vector.IntLongVector) LongIntVector(com.tencent.angel.ml.math2.vector.LongIntVector) Vector(com.tencent.angel.ml.math2.vector.Vector) LongFloatVector(com.tencent.angel.ml.math2.vector.LongFloatVector) IntDoubleVector(com.tencent.angel.ml.math2.vector.IntDoubleVector) IntFloatVector(com.tencent.angel.ml.math2.vector.IntFloatVector) LongDoubleVector(com.tencent.angel.ml.math2.vector.LongDoubleVector) LongLongVector(com.tencent.angel.ml.math2.vector.LongLongVector) IntIntVector(com.tencent.angel.ml.math2.vector.IntIntVector)

Example 73 with MatrixClient

use of com.tencent.angel.psagent.matrix.MatrixClient in project angel by Tencent.

the class UpdatePSFTest method testSparseFloatUDF.

public void testSparseFloatUDF() throws Exception {
    Worker worker = LocalClusterContext.get().getWorker(workerAttempt0Id).getWorker();
    MatrixClient client1 = worker.getPSAgent().getMatrixClient(SPARSE_FLOAT_MAT, 0);
    int matrixW1Id = client1.getMatrixId();
    int[] index = genIndexs(feaNum, nnz);
    IntFloatVector deltaVec = new IntFloatVector(feaNum, new IntFloatSparseVectorStorage(feaNum, nnz));
    for (int i = 0; i < index.length; i++) {
        deltaVec.set(index[i], index[i]);
    }
    // for (int i = 0; i < feaNum; i++) {
    // deltaVec.set(i, i);
    // }
    deltaVec.setRowId(0);
    Vector[] updates = new Vector[1];
    updates[0] = deltaVec;
    client1.asyncUpdate(new IncrementRows(new IncrementRowsParam(matrixW1Id, updates))).get();
    IntFloatVector row = (IntFloatVector) client1.getRow(0);
    for (int id : index) {
        // System.out.println("id=" + id + ", value=" + row.get(id));
        assertEquals(row.get(id), deltaVec.get(id), 0.000001);
    }
    Assert.assertTrue(index.length == row.size());
}
Also used : IncrementRowsParam(com.tencent.angel.ml.matrix.psf.update.update.IncrementRowsParam) IncrementRows(com.tencent.angel.ml.matrix.psf.update.update.IncrementRows) IntFloatSparseVectorStorage(com.tencent.angel.ml.math2.storage.IntFloatSparseVectorStorage) Worker(com.tencent.angel.worker.Worker) MatrixClient(com.tencent.angel.psagent.matrix.MatrixClient) IntLongVector(com.tencent.angel.ml.math2.vector.IntLongVector) LongIntVector(com.tencent.angel.ml.math2.vector.LongIntVector) Vector(com.tencent.angel.ml.math2.vector.Vector) LongFloatVector(com.tencent.angel.ml.math2.vector.LongFloatVector) IntDoubleVector(com.tencent.angel.ml.math2.vector.IntDoubleVector) IntFloatVector(com.tencent.angel.ml.math2.vector.IntFloatVector) LongDoubleVector(com.tencent.angel.ml.math2.vector.LongDoubleVector) LongLongVector(com.tencent.angel.ml.math2.vector.LongLongVector) IntIntVector(com.tencent.angel.ml.math2.vector.IntIntVector) IntFloatVector(com.tencent.angel.ml.math2.vector.IntFloatVector)

Example 74 with MatrixClient

use of com.tencent.angel.psagent.matrix.MatrixClient in project angel by Tencent.

the class UpdatePSFTest method testDenseIntUDF.

public void testDenseIntUDF() throws Exception {
    Worker worker = LocalClusterContext.get().getWorker(workerAttempt0Id).getWorker();
    MatrixClient client1 = worker.getPSAgent().getMatrixClient(DENSE_INT_MAT, 0);
    int matrixW1Id = client1.getMatrixId();
    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);
    Vector[] updates = new Vector[1];
    updates[0] = deltaVec;
    client1.asyncUpdate(new IncrementRows(new IncrementRowsParam(matrixW1Id, updates))).get();
    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 : IncrementRowsParam(com.tencent.angel.ml.matrix.psf.update.update.IncrementRowsParam) IncrementRows(com.tencent.angel.ml.matrix.psf.update.update.IncrementRows) Worker(com.tencent.angel.worker.Worker) IntIntVector(com.tencent.angel.ml.math2.vector.IntIntVector) MatrixClient(com.tencent.angel.psagent.matrix.MatrixClient) IntLongVector(com.tencent.angel.ml.math2.vector.IntLongVector) LongIntVector(com.tencent.angel.ml.math2.vector.LongIntVector) Vector(com.tencent.angel.ml.math2.vector.Vector) LongFloatVector(com.tencent.angel.ml.math2.vector.LongFloatVector) IntDoubleVector(com.tencent.angel.ml.math2.vector.IntDoubleVector) IntFloatVector(com.tencent.angel.ml.math2.vector.IntFloatVector) LongDoubleVector(com.tencent.angel.ml.math2.vector.LongDoubleVector) LongLongVector(com.tencent.angel.ml.math2.vector.LongLongVector) IntIntVector(com.tencent.angel.ml.math2.vector.IntIntVector) IntIntDenseVectorStorage(com.tencent.angel.ml.math2.storage.IntIntDenseVectorStorage)

Example 75 with MatrixClient

use of com.tencent.angel.psagent.matrix.MatrixClient in project angel by Tencent.

the class UpdatePSFTest method testSparseLongUDF.

public void testSparseLongUDF() throws Exception {
    Worker worker = LocalClusterContext.get().getWorker(workerAttempt0Id).getWorker();
    MatrixClient client1 = worker.getPSAgent().getMatrixClient(SPARSE_LONG_MAT, 0);
    int matrixW1Id = client1.getMatrixId();
    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]);
    }
    // for (int i = 0; i < feaNum; i++) {
    // deltaVec.set(i, i);
    // }
    deltaVec.setRowId(0);
    Vector[] updates = new Vector[1];
    updates[0] = deltaVec;
    client1.asyncUpdate(new IncrementRows(new IncrementRowsParam(matrixW1Id, updates))).get();
    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 : IntLongVector(com.tencent.angel.ml.math2.vector.IntLongVector) IntLongSparseVectorStorage(com.tencent.angel.ml.math2.storage.IntLongSparseVectorStorage) IncrementRowsParam(com.tencent.angel.ml.matrix.psf.update.update.IncrementRowsParam) IncrementRows(com.tencent.angel.ml.matrix.psf.update.update.IncrementRows) Worker(com.tencent.angel.worker.Worker) MatrixClient(com.tencent.angel.psagent.matrix.MatrixClient) IntLongVector(com.tencent.angel.ml.math2.vector.IntLongVector) LongIntVector(com.tencent.angel.ml.math2.vector.LongIntVector) Vector(com.tencent.angel.ml.math2.vector.Vector) LongFloatVector(com.tencent.angel.ml.math2.vector.LongFloatVector) IntDoubleVector(com.tencent.angel.ml.math2.vector.IntDoubleVector) IntFloatVector(com.tencent.angel.ml.math2.vector.IntFloatVector) LongDoubleVector(com.tencent.angel.ml.math2.vector.LongDoubleVector) LongLongVector(com.tencent.angel.ml.math2.vector.LongLongVector) IntIntVector(com.tencent.angel.ml.math2.vector.IntIntVector)

Aggregations

MatrixClient (com.tencent.angel.psagent.matrix.MatrixClient)198 Worker (com.tencent.angel.worker.Worker)183 IntDoubleVector (com.tencent.angel.ml.math2.vector.IntDoubleVector)14 IntFloatVector (com.tencent.angel.ml.math2.vector.IntFloatVector)14 LongFloatVector (com.tencent.angel.ml.math2.vector.LongFloatVector)14 IntIntVector (com.tencent.angel.ml.math2.vector.IntIntVector)13 Vector (com.tencent.angel.ml.math2.vector.Vector)13 IncrementRows (com.tencent.angel.ml.matrix.psf.update.update.IncrementRows)13 IncrementRowsParam (com.tencent.angel.ml.matrix.psf.update.update.IncrementRowsParam)13 Test (org.junit.Test)13 IntLongVector (com.tencent.angel.ml.math2.vector.IntLongVector)12 LongDoubleVector (com.tencent.angel.ml.math2.vector.LongDoubleVector)12 LongIntVector (com.tencent.angel.ml.math2.vector.LongIntVector)12 LongLongVector (com.tencent.angel.ml.math2.vector.LongLongVector)12 AngelException (com.tencent.angel.exception.AngelException)10 LongIndexGet (com.tencent.angel.ml.matrix.psf.get.indexed.LongIndexGet)9 LongIndexGetParam (com.tencent.angel.ml.matrix.psf.get.indexed.LongIndexGetParam)9 TVector (com.tencent.angel.ml.math.TVector)6 MasterServiceTest (com.tencent.angel.master.MasterServiceTest)5 DenseDoubleVector (com.tencent.angel.ml.math.vector.DenseDoubleVector)5