Examples with MatrixClient com.tencent.angel.psagent.matrix.MatrixClient used on opensource projects

Example 66 with MatrixClient

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

the class IndexGetRowsTest 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 = null;
    for (int rowId = 0; rowId < rowNum; rowId++) {
        deltaVec = new LongDoubleVector(feaNum, new LongDoubleSparseVectorStorage(feaNum));
        for (int i = 0; i < index.length; i++) {
            deltaVec.set(index[i], index[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 (long id : index) {
            Assert.assertEquals(((LongDoubleVector) rows[i]).get(id), deltaVec.get(id), zero);
        }
    }
}

Example 67 with MatrixClient

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

the class IndexGetRowsTest 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 = null;
    for (int rowId = 0; rowId < rowNum; rowId++) {
        deltaVec = new IntIntVector(feaNum, new IntIntSparseVectorStorage(feaNum));
        for (int i = 0; i < index.length; i++) {
            deltaVec.set(index[i], index[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(((IntIntVector) rows[i]).get(id), deltaVec.get(id), zero);
        }
        Assert.assertTrue(index.length == ((IntIntVector) rows[i]).size());
    }
}

Example 68 with MatrixClient

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

the class IndexGetRowsTest method testDenseDoubleUDF.

public void testDenseDoubleUDF() throws Exception {
    Worker worker = LocalClusterContext.get().getWorker(workerAttempt0Id).getWorker();
    MatrixClient client1 = worker.getPSAgent().getMatrixClient(DENSE_DOUBLE_MAT, 0);
    int[] index = genIndexs(feaNum, nnz);
    IntDoubleVector deltaVec = null;
    for (int rowId = 0; rowId < rowNum; rowId++) {
        deltaVec = new IntDoubleVector(feaNum, new IntDoubleDenseVectorStorage(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(((IntDoubleVector) rows[i]).get(id), deltaVec.get(id), zero);
        }
    }
}

Example 69 with MatrixClient

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

the class IndexGetRowsTest method testSparseFloatUDF.

public void testSparseFloatUDF() throws Exception {
    Worker worker = LocalClusterContext.get().getWorker(workerAttempt0Id).getWorker();
    MatrixClient client1 = worker.getPSAgent().getMatrixClient(SPARSE_FLOAT_MAT, 0);
    int[] index = genIndexs(feaNum, nnz);
    IntFloatVector deltaVec = null;
    for (int rowId = 0; rowId < rowNum; rowId++) {
        deltaVec = new IntFloatVector(feaNum, new IntFloatSparseVectorStorage(feaNum));
        for (int i = 0; i < index.length; i++) {
            deltaVec.set(index[i], index[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(((IntFloatVector) rows[i]).get(id), deltaVec.get(id), zero);
        }
        Assert.assertTrue(index.length == ((IntFloatVector) rows[i]).size());
    }
}

Example 70 with MatrixClient

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

the class IndexGetRowsTest method testDenseFloatUDF.

public void testDenseFloatUDF() throws Exception {
    Worker worker = LocalClusterContext.get().getWorker(workerAttempt0Id).getWorker();
    MatrixClient client1 = worker.getPSAgent().getMatrixClient(DENSE_FLOAT_MAT, 0);
    int[] index = genIndexs(feaNum, nnz);
    IntFloatVector deltaVec = null;
    for (int rowId = 0; rowId < rowNum; rowId++) {
        deltaVec = new IntFloatVector(feaNum, new IntFloatDenseVectorStorage(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(((IntFloatVector) rows[i]).get(id), deltaVec.get(id), zero);
        }
    }
}