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Example 26 with WorkerAttemptId

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

the class MasterService method workerError.

/**
 * worker run failed
 *
 * @param controller rpc controller of protobuf
 * @param request contains worker attempt id, error message
 */
@SuppressWarnings("unchecked")
@Override
public WorkerErrorResponse workerError(RpcController controller, WorkerErrorRequest request) throws ServiceException {
    WorkerAttemptId workerAttemptId = ProtobufUtil.convertToId(request.getWorkerAttemptId());
    LOG.info("worker attempt " + workerAttemptId + " failed, details=" + request.getMsg());
    WorkerErrorResponse.Builder resBuilder = WorkerErrorResponse.newBuilder();
    // if worker attempt id is not in monitor set, we should shutdown it
    if (!context.getWorkerManager().isAlive(workerAttemptId)) {
        resBuilder.setCommand(WorkerCommandProto.W_SHUTDOWN);
    } else {
        context.getWorkerManager().unRegister(workerAttemptId);
        context.getEventHandler().handle(new WorkerAttemptDiagnosticsUpdateEvent(workerAttemptId, request.getMsg()));
        context.getEventHandler().handle(new WorkerAttemptEvent(WorkerAttemptEventType.ERROR, workerAttemptId));
        resBuilder.setCommand(WorkerCommandProto.W_SUCCESS);
    }
    return resBuilder.build();
}
Also used : WorkerAttemptId(com.tencent.angel.worker.WorkerAttemptId) WorkerAttemptDiagnosticsUpdateEvent(com.tencent.angel.master.worker.attempt.WorkerAttemptDiagnosticsUpdateEvent) WorkerAttemptEvent(com.tencent.angel.master.worker.attempt.WorkerAttemptEvent) WorkerErrorResponse(com.tencent.angel.protobuf.generated.WorkerMasterServiceProtos.WorkerErrorResponse)

Example 27 with WorkerAttemptId

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

the class ProtobufUtil method convertToId.

public static WorkerAttemptId convertToId(WorkerAttemptIdProto idProto) {
    WorkerAttemptId id = protoToWorkerAttemptIdMap.get(idProto);
    if (id == null) {
        id = new WorkerAttemptId(convertToId(idProto.getWorkerId()), idProto.getAttemptIndex());
        protoToWorkerAttemptIdMap.put(idProto, id);
    }
    return id;
}
Also used : WorkerAttemptId(com.tencent.angel.worker.WorkerAttemptId)

Example 28 with WorkerAttemptId

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

the class IncrementRowHashTest method setup.

@Before
public void setup() throws Exception {
    // 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, 1);
    conf.setInt(AngelConf.ANGEL_WORKER_TASK_NUMBER, 1);
    conf.setInt(AngelConf.ANGEL_MODEL_PARTITIONER_PARTITION_SIZE, 1000);
    conf.setInt(AngelConf.ANGEL_PSAGENT_CACHE_SYNC_TIMEINTERVAL_MS, 10);
    conf.setInt(AngelConf.ANGEL_WORKER_HEARTBEAT_INTERVAL_MS, 1000);
    conf.setInt(AngelConf.ANGEL_PS_HEARTBEAT_INTERVAL_MS, 1000);
    conf.setBoolean("use.new.split", true);
    conf.setInt(AngelConf.ANGEL_WORKER_MAX_ATTEMPTS, 1);
    conf.setInt(AngelConf.ANGEL_PS_MAX_ATTEMPTS, 1);
    // get a angel client
    angelClient = AngelClientFactory.get(conf);
    // add sparse double matrix
    MatrixContext sMat = new MatrixContext();
    sMat.setName(SPARSE_DOUBLE_MAT);
    sMat.setRowNum(1);
    sMat.setPartitionNum(partNum);
    sMat.setPartitionerClass(HashPartitioner.class);
    sMat.setRowType(RowType.T_DOUBLE_SPARSE);
    angelClient.addMatrix(sMat);
    // add sparse float matrix
    MatrixContext sfMat = new MatrixContext();
    sfMat.setName(SPARSE_FLOAT_MAT);
    sfMat.setRowNum(1);
    sfMat.setPartitionNum(partNum);
    sfMat.setPartitionerClass(HashPartitioner.class);
    sfMat.setRowType(RowType.T_FLOAT_SPARSE);
    angelClient.addMatrix(sfMat);
    // add sparse float matrix
    MatrixContext siMat = new MatrixContext();
    siMat.setName(SPARSE_INT_MAT);
    siMat.setRowNum(1);
    siMat.setPartitionNum(partNum);
    siMat.setPartitionerClass(HashPartitioner.class);
    siMat.setRowType(RowType.T_INT_SPARSE);
    angelClient.addMatrix(siMat);
    // add sparse long matrix
    MatrixContext slMat = new MatrixContext();
    slMat.setName(SPARSE_LONG_MAT);
    slMat.setRowNum(1);
    slMat.setPartitionNum(partNum);
    slMat.setPartitionerClass(HashPartitioner.class);
    slMat.setRowType(RowType.T_LONG_SPARSE);
    angelClient.addMatrix(slMat);
    // add sparse long-key double matrix
    MatrixContext dLongKeysMatrix = new MatrixContext();
    dLongKeysMatrix.setName(SPARSE_DOUBLE_LONG_MAT);
    dLongKeysMatrix.setRowNum(1);
    dLongKeysMatrix.setPartitionNum(partNum);
    dLongKeysMatrix.setPartitionerClass(HashPartitioner.class);
    dLongKeysMatrix.setRowType(RowType.T_DOUBLE_SPARSE_LONGKEY);
    angelClient.addMatrix(dLongKeysMatrix);
    // add sparse long-key float matrix
    MatrixContext slfMatrix = new MatrixContext();
    slfMatrix.setName(SPARSE_FLOAT_LONG_MAT);
    slfMatrix.setRowNum(1);
    slfMatrix.setPartitionNum(partNum);
    slfMatrix.setPartitionerClass(HashPartitioner.class);
    slfMatrix.setRowType(RowType.T_FLOAT_SPARSE_LONGKEY);
    angelClient.addMatrix(slfMatrix);
    // add sparse long-key int matrix
    MatrixContext sliMatrix = new MatrixContext();
    sliMatrix.setName(SPARSE_INT_LONG_MAT);
    sliMatrix.setRowNum(1);
    sliMatrix.setPartitionNum(partNum);
    sliMatrix.setPartitionerClass(HashPartitioner.class);
    sliMatrix.setRowType(RowType.T_INT_SPARSE_LONGKEY);
    angelClient.addMatrix(sliMatrix);
    // add sparse long-key long matrix
    MatrixContext sllMatrix = new MatrixContext();
    sllMatrix.setName(SPARSE_LONG_LONG_MAT);
    sllMatrix.setRowNum(1);
    sllMatrix.setPartitionNum(partNum);
    sllMatrix.setPartitionerClass(HashPartitioner.class);
    sllMatrix.setRowType(RowType.T_LONG_SPARSE_LONGKEY);
    angelClient.addMatrix(sllMatrix);
    // Start PS
    angelClient.startPSServer();
    // Start to run application
    angelClient.run();
    Thread.sleep(5000);
    psId = new ParameterServerId(0);
    psAttempt0Id = new PSAttemptId(psId, 0);
    WorkerGroupId workerGroupId = new WorkerGroupId(0);
    workerId = new WorkerId(workerGroupId, 0);
    workerAttempt0Id = new WorkerAttemptId(workerId, 0);
}
Also used : CombineTextInputFormat(org.apache.hadoop.mapreduce.lib.input.CombineTextInputFormat) MatrixContext(com.tencent.angel.ml.matrix.MatrixContext) Configuration(org.apache.hadoop.conf.Configuration) PSAttemptId(com.tencent.angel.ps.PSAttemptId) WorkerAttemptId(com.tencent.angel.worker.WorkerAttemptId) ParameterServerId(com.tencent.angel.ps.ParameterServerId) WorkerId(com.tencent.angel.worker.WorkerId) WorkerGroupId(com.tencent.angel.worker.WorkerGroupId) Before(org.junit.Before)

Example 29 with WorkerAttemptId

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

the class IndexGetRowHashTest method setup.

@Before
public void setup() throws Exception {
    // 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, 1);
    conf.setInt(AngelConf.ANGEL_WORKER_TASK_NUMBER, 1);
    conf.setInt(AngelConf.ANGEL_MODEL_PARTITIONER_PARTITION_SIZE, 100000);
    conf.setInt(AngelConf.ANGEL_PSAGENT_CACHE_SYNC_TIMEINTERVAL_MS, 10);
    conf.setInt(AngelConf.ANGEL_WORKER_HEARTBEAT_INTERVAL_MS, 1000);
    conf.setInt(AngelConf.ANGEL_PS_HEARTBEAT_INTERVAL_MS, 1000);
    conf.setInt(AngelConf.ANGEL_WORKER_MAX_ATTEMPTS, 1);
    conf.setInt(AngelConf.ANGEL_PS_MAX_ATTEMPTS, 1);
    // get a angel client
    angelClient = AngelClientFactory.get(conf);
    // add sparse double matrix
    MatrixContext sMat = new MatrixContext();
    sMat.setName(SPARSE_DOUBLE_MAT);
    sMat.setRowNum(1);
    sMat.setRowType(RowType.T_DOUBLE_SPARSE);
    sMat.setPartitionNum(partNum);
    sMat.setPartitionerClass(HashPartitioner.class);
    angelClient.addMatrix(sMat);
    // add sparse float matrix
    MatrixContext sfMat = new MatrixContext();
    sfMat.setName(SPARSE_FLOAT_MAT);
    sfMat.setRowNum(1);
    sfMat.setRowType(RowType.T_FLOAT_SPARSE);
    sfMat.setValidIndexNum(modelSize);
    sfMat.setPartitionNum(partNum);
    sfMat.setPartitionerClass(HashPartitioner.class);
    angelClient.addMatrix(sfMat);
    // add sparse float matrix
    MatrixContext siMat = new MatrixContext();
    siMat.setName(SPARSE_INT_MAT);
    siMat.setRowNum(1);
    siMat.setRowType(RowType.T_INT_SPARSE);
    siMat.setValidIndexNum(modelSize);
    siMat.setPartitionNum(partNum);
    siMat.setPartitionerClass(HashPartitioner.class);
    angelClient.addMatrix(siMat);
    // add sparse long matrix
    MatrixContext slMat = new MatrixContext();
    slMat.setName(SPARSE_LONG_MAT);
    slMat.setRowNum(1);
    slMat.setRowType(RowType.T_LONG_SPARSE);
    slMat.setValidIndexNum(modelSize);
    slMat.setPartitionNum(partNum);
    slMat.setPartitionerClass(HashPartitioner.class);
    angelClient.addMatrix(slMat);
    // add sparse long-key float matrix
    MatrixContext sldMatrix = new MatrixContext();
    sldMatrix.setName(SPARSE_DOUBLE_LONG_MAT);
    sldMatrix.setRowNum(1);
    sldMatrix.setRowType(RowType.T_DOUBLE_SPARSE_LONGKEY);
    sldMatrix.setValidIndexNum(modelSize);
    sldMatrix.setPartitionNum(partNum);
    sldMatrix.setPartitionerClass(HashPartitioner.class);
    angelClient.addMatrix(sldMatrix);
    // add sparse long-key float matrix
    MatrixContext slfMatrix = new MatrixContext();
    slfMatrix.setName(SPARSE_FLOAT_LONG_MAT);
    slfMatrix.setRowNum(1);
    slfMatrix.setRowType(RowType.T_FLOAT_SPARSE_LONGKEY);
    slfMatrix.setValidIndexNum(modelSize);
    slfMatrix.setPartitionNum(partNum);
    slfMatrix.setPartitionerClass(HashPartitioner.class);
    angelClient.addMatrix(slfMatrix);
    // add sparse long-key int matrix
    MatrixContext sliMatrix = new MatrixContext();
    sliMatrix.setName(SPARSE_INT_LONG_MAT);
    sliMatrix.setRowNum(1);
    sliMatrix.setRowType(RowType.T_INT_SPARSE_LONGKEY);
    sliMatrix.setValidIndexNum(modelSize);
    sliMatrix.setPartitionNum(partNum);
    sliMatrix.setPartitionerClass(HashPartitioner.class);
    angelClient.addMatrix(sliMatrix);
    // add sparse long-key long matrix
    MatrixContext sllMatrix = new MatrixContext();
    sllMatrix.setName(SPARSE_LONG_LONG_MAT);
    sllMatrix.setRowNum(1);
    sllMatrix.setRowType(RowType.T_LONG_SPARSE_LONGKEY);
    sllMatrix.setValidIndexNum(modelSize);
    sllMatrix.setPartitionNum(partNum);
    sllMatrix.setPartitionerClass(HashPartitioner.class);
    angelClient.addMatrix(sllMatrix);
    // Start PS
    angelClient.startPSServer();
    // Start to run application
    angelClient.run();
    Thread.sleep(5000);
    psId = new ParameterServerId(0);
    psAttempt0Id = new PSAttemptId(psId, 0);
    WorkerGroupId workerGroupId = new WorkerGroupId(0);
    workerId = new WorkerId(workerGroupId, 0);
    workerAttempt0Id = new WorkerAttemptId(workerId, 0);
}
Also used : CombineTextInputFormat(org.apache.hadoop.mapreduce.lib.input.CombineTextInputFormat) MatrixContext(com.tencent.angel.ml.matrix.MatrixContext) Configuration(org.apache.hadoop.conf.Configuration) PSAttemptId(com.tencent.angel.ps.PSAttemptId) WorkerAttemptId(com.tencent.angel.worker.WorkerAttemptId) ParameterServerId(com.tencent.angel.ps.ParameterServerId) WorkerId(com.tencent.angel.worker.WorkerId) WorkerGroupId(com.tencent.angel.worker.WorkerGroupId) Before(org.junit.Before)

Example 30 with WorkerAttemptId

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

the class MasterService method workerDone.

/**
 * worker run over successfully
 *
 * @param controller rpc controller of protobuf
 * @param request contains worker attempt id
 */
@SuppressWarnings("unchecked")
@Override
public WorkerDoneResponse workerDone(RpcController controller, WorkerDoneRequest request) throws ServiceException {
    WorkerAttemptId workerAttemptId = ProtobufUtil.convertToId(request.getWorkerAttemptId());
    LOG.info("worker attempt " + workerAttemptId + " is done");
    WorkerDoneResponse.Builder resBuilder = WorkerDoneResponse.newBuilder();
    // if worker attempt id is not in monitor set, we should shutdown it
    if (!context.getWorkerManager().isAlive(workerAttemptId)) {
        resBuilder.setCommand(WorkerCommandProto.W_SHUTDOWN);
    } else {
        context.getWorkerManager().unRegister(workerAttemptId);
        resBuilder.setCommand(WorkerCommandProto.W_SUCCESS);
        context.getEventHandler().handle(new WorkerAttemptEvent(WorkerAttemptEventType.DONE, workerAttemptId));
    }
    return resBuilder.build();
}
Also used : WorkerAttemptId(com.tencent.angel.worker.WorkerAttemptId) WorkerDoneResponse(com.tencent.angel.protobuf.generated.WorkerMasterServiceProtos.WorkerDoneResponse) WorkerAttemptEvent(com.tencent.angel.master.worker.attempt.WorkerAttemptEvent)

Aggregations

WorkerAttemptId (com.tencent.angel.worker.WorkerAttemptId)45 PSAttemptId (com.tencent.angel.ps.PSAttemptId)32 WorkerGroupId (com.tencent.angel.worker.WorkerGroupId)31 WorkerId (com.tencent.angel.worker.WorkerId)30 ParameterServerId (com.tencent.angel.ps.ParameterServerId)28 Configuration (org.apache.hadoop.conf.Configuration)27 CombineTextInputFormat (org.apache.hadoop.mapreduce.lib.input.CombineTextInputFormat)27 MatrixContext (com.tencent.angel.ml.matrix.MatrixContext)26 Before (org.junit.Before)22 TaskId (com.tencent.angel.worker.task.TaskId)9 UnvalidIdStrException (com.tencent.angel.exception.UnvalidIdStrException)4 WorkerAttemptEvent (com.tencent.angel.master.worker.attempt.WorkerAttemptEvent)4 Test (org.junit.Test)4 ServiceException (com.google.protobuf.ServiceException)3 Id (com.tencent.angel.common.Id)3 AngelException (com.tencent.angel.exception.AngelException)3 WorkerAttempt (com.tencent.angel.master.worker.attempt.WorkerAttempt)3 WorkerAttemptDiagnosticsUpdateEvent (com.tencent.angel.master.worker.attempt.WorkerAttemptDiagnosticsUpdateEvent)3 Worker (com.tencent.angel.worker.Worker)3 BeforeClass (org.junit.BeforeClass)3