
com.tencent.angel.ml.matrix.psf.aggr.enhance.UnaryAggrFunc Maven / Gradle / Ivy
/*
* Tencent is pleased to support the open source community by making Angel available.
*
* Copyright (C) 2017 THL A29 Limited, a Tencent company. All rights reserved.
*
* Licensed under the BSD 3-Clause License (the "License"); you may not use this file except in
* compliance with the License. You may obtain a copy of the License at
*
* https://opensource.org/licenses/BSD-3-Clause
*
* Unless required by applicable law or agreed to in writing, software distributed under the License
* is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
* or implied. See the License for the specific language governing permissions and limitations under
* the License.
*
*/
package com.tencent.angel.ml.matrix.psf.aggr.enhance;
import com.tencent.angel.ml.matrix.psf.common.Utils;
import com.tencent.angel.ml.matrix.psf.get.base.GetFunc;
import com.tencent.angel.ml.matrix.psf.get.base.PartitionGetParam;
import com.tencent.angel.ml.matrix.psf.get.base.PartitionGetResult;
import com.tencent.angel.ps.impl.PSContext;
import com.tencent.angel.ps.impl.matrix.ServerDenseDoubleRow;
import com.tencent.angel.ps.impl.matrix.ServerPartition;
import com.tencent.angel.ps.impl.matrix.ServerRow;
/**
* This is abstract class of Unary Aggregate Function of POF (PS Oriented Function),
* other aggregate function will extend `UnaryAggrFunc` and implement `doProcessRow`.
*/
public abstract class UnaryAggrFunc extends GetFunc {
/**
* `UnaryAggrFunc` must specify the `matrixId` and `rowId`, the `UnaryAggrFunc` will
* be apply to this `rowId` row of this `matrixId` matrix.
*
* @param matrixId to deal with
* @param rowId to deal with
*/
public UnaryAggrFunc(int matrixId, int rowId) {
super(new UnaryAggrParam(matrixId, rowId));
}
public UnaryAggrFunc() {
this(-1, -1);
}
@Override
public PartitionGetResult partitionGet(PartitionGetParam partKey) {
ServerPartition part =
PSContext.get().getMatrixPartitionManager()
.getPartition(partKey.getMatrixId(), partKey.getPartKey().getPartitionId());
if (part != null) {
int rowId = ((UnaryAggrParam.UnaryPartitionAggrParam) partKey).getRowId();
if (Utils.withinPart(part.getPartitionKey(), new int[]{rowId})) {
ServerRow row = part.getRow(rowId);
double result = processRow(row);
return new ScalarPartitionAggrResult(result);
}
}
return null;
}
private double processRow(ServerRow row) {
switch (row.getRowType()) {
case T_DOUBLE_DENSE:
return doProcessRow((ServerDenseDoubleRow) row);
default:
throw new RuntimeException(this.getClass().getName() +
"currently only supports Double Dense Row");
}
}
/**
* The specify function for `ServerDenseDoubleRow`.
* @param row to process
* @return aggregated result of each partition
*/
protected abstract double doProcessRow(ServerDenseDoubleRow row);
}
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