Examples with MatrixContext com.tencent.angel.ml.matrix.MatrixContext used on opensource projects

Example 1 with MatrixContext

use of com.tencent.angel.ml.matrix.MatrixContext in project angel by Tencent.

the class ParameterServerServiceTest method setup.

@Before
public void setup() throws Exception {
    try {
        // set basic configuration keys
        conf = new Configuration();
        conf.setBoolean("mapred.mapper.new-api", true);
        conf.setBoolean(AngelConf.ANGEL_JOB_OUTPUT_PATH_DELETEONEXIST, true);
        conf.set(AngelConf.ANGEL_TASK_USER_TASKCLASS, DummyTask.class.getName());
        // use local deploy mode and dummy dataspliter
        conf.set(AngelConf.ANGEL_DEPLOY_MODE, "LOCAL");
        conf.setBoolean(AngelConf.ANGEL_AM_USE_DUMMY_DATASPLITER, true);
        conf.set(AngelConf.ANGEL_INPUTFORMAT_CLASS, CombineTextInputFormat.class.getName());
        conf.set(AngelConf.ANGEL_SAVE_MODEL_PATH, LOCAL_FS + TMP_PATH + "/out");
        conf.set(AngelConf.ANGEL_TRAIN_DATA_PATH, LOCAL_FS + TMP_PATH + "/in");
        conf.set(AngelConf.ANGEL_LOG_PATH, LOCAL_FS + TMP_PATH + "/log");
        conf.setInt(AngelConf.ANGEL_WORKERGROUP_NUMBER, 1);
        conf.setInt(AngelConf.ANGEL_PS_NUMBER, 1);
        conf.setInt(AngelConf.ANGEL_WORKER_TASK_NUMBER, 2);
        // get a angel client
        angelClient = AngelClientFactory.get(conf);
        // add matrix
        MatrixContext mMatrix = new MatrixContext();
        mMatrix.setName("w1");
        mMatrix.setRowNum(1);
        mMatrix.setColNum(100000);
        mMatrix.setMaxRowNumInBlock(1);
        mMatrix.setMaxColNumInBlock(50000);
        mMatrix.setRowType(RowType.T_INT_DENSE);
        mMatrix.set(MatrixConf.MATRIX_OPLOG_ENABLEFILTER, "false");
        mMatrix.set(MatrixConf.MATRIX_HOGWILD, "true");
        mMatrix.set(MatrixConf.MATRIX_AVERAGE, "false");
        mMatrix.set(MatrixConf.MATRIX_OPLOG_TYPE, "DENSE_INT");
        angelClient.addMatrix(mMatrix);
        mMatrix = new MatrixContext();
        mMatrix.setName("w2");
        mMatrix.setRowNum(1);
        mMatrix.setColNum(100000);
        mMatrix.setMaxRowNumInBlock(1);
        mMatrix.setMaxColNumInBlock(50000);
        mMatrix.setRowType(RowType.T_DOUBLE_DENSE);
        mMatrix.set(MatrixConf.MATRIX_OPLOG_ENABLEFILTER, "false");
        mMatrix.set(MatrixConf.MATRIX_HOGWILD, "false");
        mMatrix.set(MatrixConf.MATRIX_AVERAGE, "false");
        mMatrix.set(MatrixConf.MATRIX_OPLOG_TYPE, "DENSE_DOUBLE");
        angelClient.addMatrix(mMatrix);
        angelClient.startPSServer();
        angelClient.run();
        Thread.sleep(5000);
        // group0Id = new WorkerGroupId(0);
        // worker0Id = new WorkerId(group0Id, 0);
        // worker0Attempt0Id = new WorkerAttemptId(worker0Id, 0);
        // task0Id = new TaskId(0);
        // task1Id = new TaskId(1);
        psId = new ParameterServerId(0);
        psAttempt0Id = new PSAttemptId(psId, 0);
    } catch (Exception x) {
        LOG.error("setup failed ", x);
        throw x;
    }
}

Example 2 with MatrixContext

use of com.tencent.angel.ml.matrix.MatrixContext in project angel by Tencent.

the class TransportTest method setup.

@BeforeClass
public static void setup() throws Exception {
    try {
        // Set basic configuration keys
        Configuration conf = new Configuration();
        conf.setBoolean("mapred.mapper.new-api", true);
        conf.setBoolean(AngelConf.ANGEL_JOB_OUTPUT_PATH_DELETEONEXIST, true);
        conf.set(AngelConf.ANGEL_TASK_USER_TASKCLASS, DummyTask.class.getName());
        // Use local deploy mode and dummy data spliter
        conf.set(AngelConf.ANGEL_DEPLOY_MODE, "LOCAL");
        conf.setBoolean(AngelConf.ANGEL_AM_USE_DUMMY_DATASPLITER, true);
        conf.set(AngelConf.ANGEL_INPUTFORMAT_CLASS, CombineTextInputFormat.class.getName());
        conf.set(AngelConf.ANGEL_SAVE_MODEL_PATH, LOCAL_FS + TMP_PATH + "/out");
        conf.set(AngelConf.ANGEL_TRAIN_DATA_PATH, LOCAL_FS + TMP_PATH + "/in");
        conf.set(AngelConf.ANGEL_LOG_PATH, LOCAL_FS + TMP_PATH + "/log");
        conf.setInt(AngelConf.ANGEL_WORKERGROUP_NUMBER, 1);
        conf.setInt(AngelConf.ANGEL_PS_NUMBER, 1);
        conf.setInt(AngelConf.ANGEL_WORKER_TASK_NUMBER, 1);
        // Create an Angel client
        angelClient = AngelClientFactory.get(conf);
        // Add different types of matrix
        MatrixContext matrix = new MatrixContext();
        matrix.setName("dense_double_mat");
        matrix.setRowNum(ddRow);
        matrix.setColNum(ddCol);
        matrix.setMaxRowNumInBlock(ddRow / 2);
        matrix.setMaxColNumInBlock(ddCol / 2);
        matrix.setRowType(RowType.T_DOUBLE_DENSE);
        matrix.set(MatrixConf.MATRIX_OPLOG_ENABLEFILTER, "false");
        matrix.set(MatrixConf.MATRIX_HOGWILD, "false");
        matrix.set(MatrixConf.MATRIX_AVERAGE, "false");
        matrix.set(MatrixConf.MATRIX_OPLOG_TYPE, "DENSE_DOUBLE");
        angelClient.addMatrix(matrix);
        matrix = new MatrixContext();
        matrix.setName("dense_double_mat_1");
        matrix.setRowNum(ddRow);
        matrix.setColNum(ddCol);
        matrix.setMaxRowNumInBlock(ddRow / 2);
        matrix.setMaxColNumInBlock(ddCol / 2);
        matrix.setRowType(RowType.T_DOUBLE_DENSE);
        matrix.set(MatrixConf.MATRIX_OPLOG_ENABLEFILTER, "false");
        matrix.set(MatrixConf.MATRIX_HOGWILD, "false");
        matrix.set(MatrixConf.MATRIX_AVERAGE, "false");
        matrix.set(MatrixConf.MATRIX_OPLOG_TYPE, "DENSE_DOUBLE");
        angelClient.addMatrix(matrix);
        matrix = new MatrixContext();
        matrix.setName("dense_int_mat");
        matrix.setRowNum(diRow);
        matrix.setColNum(diCol);
        matrix.setMaxRowNumInBlock(diRow / 2);
        matrix.setMaxColNumInBlock(diCol / 2);
        matrix.setRowType(RowType.T_INT_DENSE);
        matrix.set(MatrixConf.MATRIX_OPLOG_ENABLEFILTER, "false");
        matrix.set(MatrixConf.MATRIX_HOGWILD, "false");
        matrix.set(MatrixConf.MATRIX_AVERAGE, "false");
        matrix.set(MatrixConf.MATRIX_OPLOG_TYPE, "DENSE_INT");
        angelClient.addMatrix(matrix);
        matrix = new MatrixContext();
        matrix.setName("dense_int_mat_1");
        matrix.setRowNum(diRow);
        matrix.setColNum(diCol);
        matrix.setMaxRowNumInBlock(diRow / 2);
        matrix.setMaxColNumInBlock(diCol / 2);
        matrix.setRowType(RowType.T_INT_DENSE);
        matrix.set(MatrixConf.MATRIX_OPLOG_ENABLEFILTER, "false");
        matrix.set(MatrixConf.MATRIX_HOGWILD, "false");
        matrix.set(MatrixConf.MATRIX_AVERAGE, "false");
        matrix.set(MatrixConf.MATRIX_OPLOG_TYPE, "DENSE_INT");
        angelClient.addMatrix(matrix);
        matrix = new MatrixContext();
        matrix.setName("dense_float_mat");
        matrix.setRowNum(dfRow);
        matrix.setColNum(dfCol);
        matrix.setMaxRowNumInBlock(dfRow / 2);
        matrix.setMaxColNumInBlock(dfCol / 2);
        matrix.setRowType(RowType.T_FLOAT_DENSE);
        matrix.set(MatrixConf.MATRIX_OPLOG_ENABLEFILTER, "false");
        matrix.set(MatrixConf.MATRIX_HOGWILD, "false");
        matrix.set(MatrixConf.MATRIX_AVERAGE, "false");
        matrix.set(MatrixConf.MATRIX_OPLOG_TYPE, "DENSE_FLOAT");
        angelClient.addMatrix(matrix);
        angelClient.startPSServer();
        angelClient.run();
        Thread.sleep(10000);
        group0Id = new WorkerGroupId(0);
        worker0Id = new WorkerId(group0Id, 0);
        worker0Attempt0Id = new WorkerAttemptId(worker0Id, 0);
        task0Id = new TaskId(0);
        psId = new ParameterServerId(0);
        psAttempt0Id = new PSAttemptId(psId, 0);
    } catch (Exception x) {
        LOG.error("setup failed ", x);
        throw x;
    }
}

Example 3 with MatrixContext

use of com.tencent.angel.ml.matrix.MatrixContext in project angel by Tencent.

the class WorkerTest method setup.

@BeforeClass
public static void setup() throws Exception {
    try {
        // set basic configuration keys
        conf = new Configuration();
        conf.setBoolean("mapred.mapper.new-api", true);
        conf.setBoolean(AngelConf.ANGEL_JOB_OUTPUT_PATH_DELETEONEXIST, true);
        conf.set(AngelConf.ANGEL_TASK_USER_TASKCLASS, DummyTask.class.getName());
        // use local deploy mode and dummy dataspliter
        conf.set(AngelConf.ANGEL_DEPLOY_MODE, "LOCAL");
        conf.setBoolean(AngelConf.ANGEL_AM_USE_DUMMY_DATASPLITER, true);
        conf.set(AngelConf.ANGEL_INPUTFORMAT_CLASS, CombineTextInputFormat.class.getName());
        conf.set(AngelConf.ANGEL_SAVE_MODEL_PATH, LOCAL_FS + TMP_PATH + "/out");
        conf.set(AngelConf.ANGEL_TRAIN_DATA_PATH, LOCAL_FS + TMP_PATH + "/in");
        conf.set(AngelConf.ANGEL_LOG_PATH, LOCAL_FS + TMP_PATH + "/log");
        conf.setInt(AngelConf.ANGEL_WORKERGROUP_NUMBER, 1);
        conf.setInt(AngelConf.ANGEL_PS_NUMBER, 1);
        conf.setInt(AngelConf.ANGEL_WORKER_TASK_NUMBER, 2);
        // get a angel client
        angelClient = AngelClientFactory.get(conf);
        // add matrix
        MatrixContext mMatrix = new MatrixContext();
        mMatrix.setName("w1");
        mMatrix.setRowNum(1);
        mMatrix.setColNum(100000);
        mMatrix.setMaxRowNumInBlock(1);
        mMatrix.setMaxColNumInBlock(50000);
        mMatrix.setRowType(RowType.T_INT_DENSE);
        mMatrix.set(MatrixConf.MATRIX_OPLOG_ENABLEFILTER, "false");
        mMatrix.set(MatrixConf.MATRIX_HOGWILD, "true");
        mMatrix.set(MatrixConf.MATRIX_AVERAGE, "false");
        mMatrix.set(MatrixConf.MATRIX_OPLOG_TYPE, "DENSE_INT");
        angelClient.addMatrix(mMatrix);
        mMatrix = new MatrixContext();
        mMatrix.setName("w2");
        mMatrix.setRowNum(1);
        mMatrix.setColNum(100000);
        mMatrix.setMaxRowNumInBlock(1);
        mMatrix.setMaxColNumInBlock(50000);
        mMatrix.setRowType(RowType.T_DOUBLE_DENSE);
        mMatrix.set(MatrixConf.MATRIX_OPLOG_ENABLEFILTER, "false");
        mMatrix.set(MatrixConf.MATRIX_HOGWILD, "false");
        mMatrix.set(MatrixConf.MATRIX_AVERAGE, "false");
        mMatrix.set(MatrixConf.MATRIX_OPLOG_TYPE, "DENSE_DOUBLE");
        angelClient.addMatrix(mMatrix);
        angelClient.startPSServer();
        angelClient.run();
        Thread.sleep(5000);
        group0Id = new WorkerGroupId(0);
        worker0Id = new WorkerId(group0Id, 0);
        worker0Attempt0Id = new WorkerAttemptId(worker0Id, 0);
        task0Id = new TaskId(0);
        task1Id = new TaskId(1);
    } catch (Exception x) {
        LOG.error("setup failed ", x);
        throw x;
    }
}

Example 4 with MatrixContext

use of com.tencent.angel.ml.matrix.MatrixContext in project angel by Tencent.

the class PSFailedReportTest method setup.

@Before
public void setup() throws Exception {
    try {
        // set basic configuration keys
        Configuration conf = new Configuration();
        conf.setBoolean("mapred.mapper.new-api", true);
        conf.setBoolean(AngelConf.ANGEL_JOB_OUTPUT_PATH_DELETEONEXIST, true);
        conf.set(AngelConf.ANGEL_TASK_USER_TASKCLASS, DummyTask.class.getName());
        // use local deploy mode and dummy dataspliter
        conf.set(AngelConf.ANGEL_DEPLOY_MODE, "LOCAL");
        conf.setBoolean(AngelConf.ANGEL_AM_USE_DUMMY_DATASPLITER, true);
        conf.set(AngelConf.ANGEL_INPUTFORMAT_CLASS, CombineTextInputFormat.class.getName());
        conf.set(AngelConf.ANGEL_SAVE_MODEL_PATH, LOCAL_FS + TMP_PATH + "/out");
        conf.set(AngelConf.ANGEL_TRAIN_DATA_PATH, LOCAL_FS + TMP_PATH + "/in");
        conf.set(AngelConf.ANGEL_LOG_PATH, LOCAL_FS + TMP_PATH + "/log");
        conf.setInt(AngelConf.ANGEL_WORKERGROUP_NUMBER, 1);
        conf.setInt(AngelConf.ANGEL_PS_NUMBER, 2);
        conf.setInt(AngelConf.ANGEL_WORKER_TASK_NUMBER, 1);
        conf.setInt(AngelConf.ANGEL_PS_HA_REPLICATION_NUMBER, 2);
        conf.setInt(AngelConf.ANGEL_PS_HA_PUSH_INTERVAL_MS, 500);
        // conf.setBoolean(AngelConf.ANGEL_PS_HA_USE_EVENT_PUSH, true);
        // conf.setBoolean(AngelConf.ANGEL_PS_HA_PUSH_SYNC, true);
        // get a angel client
        angelClient = AngelClientFactory.get(conf);
        // add matrix
        MatrixContext mMatrix = new MatrixContext();
        mMatrix.setName("w1");
        mMatrix.setRowNum(1);
        mMatrix.setColNum(dim);
        mMatrix.setMaxRowNumInBlock(1);
        mMatrix.setMaxColNumInBlock(dim / 2);
        mMatrix.setRowType(RowType.T_INT_DENSE);
        mMatrix.set(MatrixConf.MATRIX_HOGWILD, "true");
        mMatrix.set(MatrixConf.MATRIX_AVERAGE, "false");
        angelClient.addMatrix(mMatrix);
        angelClient.startPSServer();
        angelClient.run();
        Thread.sleep(5000);
        task0Id = new TaskId(0);
    } catch (Exception x) {
        LOG.error("setup failed ", x);
        throw x;
    }
}

Example 5 with MatrixContext

use of com.tencent.angel.ml.matrix.MatrixContext in project angel by Tencent.

the class IndexGetRowTest method submit.

@Override
public void submit(Configuration conf) throws Exception {
    AngelClient angelClient = AngelClientFactory.get(conf);
    rowNum = conf.getInt("row", 1);
    colNum = conf.getInt("col", 1000000);
    nnz = conf.getInt("nnz", 1000000);
    blockRowNum = conf.getInt("blockRow", 1);
    blockColNum = conf.getInt("blockCol", 1000000);
    // add dense double matrix
    MatrixContext dMat = new MatrixContext();
    dMat.setName(DENSE_DOUBLE_MAT);
    dMat.setRowNum(rowNum);
    dMat.setColNum(colNum);
    dMat.setMaxRowNumInBlock(blockRowNum);
    dMat.setMaxColNumInBlock(blockColNum);
    dMat.setRowType(RowType.T_DOUBLE_DENSE);
    angelClient.addMatrix(dMat);
    angelClient.startPSServer();
    angelClient.run();
    angelClient.waitForCompletion();
    angelClient.stop(0);
}