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/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* 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 org.apache.sysds.runtime.controlprogram.federated;
import org.apache.sysds.runtime.controlprogram.caching.MatrixObject;
import org.apache.sysds.runtime.meta.DataCharacteristics;
import java.util.Map;
import java.util.TreeMap;
public class LibFederatedAppend {
public static MatrixObject federateAppend(MatrixObject matObject1, MatrixObject matObject2,
MatrixObject matObjectRet, boolean cbind)
{
Map<FederatedRange, FederatedData> fedMapping = new TreeMap<>();
DataCharacteristics dc = matObjectRet.getDataCharacteristics();
if (cbind) {
// check for same amount of rows for matObject1 and matObject2 should have been checked before call
dc.setRows(matObject1.getNumRows());
// added because cbind
long columnsLeftMat = matObject1.getNumColumns();
dc.setCols(columnsLeftMat + matObject2.getNumColumns());
Map<FederatedRange, FederatedData> fedMappingLeft = matObject1.getFedMapping();
for (Map.Entry<FederatedRange, FederatedData> entry : fedMappingLeft.entrySet()) {
// note that FederatedData should not change its varId once set
fedMapping.put(new FederatedRange(entry.getKey()), entry.getValue());
}
Map<FederatedRange, FederatedData> fedMappingRight = matObject2.getFedMapping();
for (Map.Entry<FederatedRange, FederatedData> entry : fedMappingRight.entrySet()) {
// add offset due to cbind
FederatedRange range = new FederatedRange(entry.getKey());
range.setBeginDim(1, columnsLeftMat + range.getBeginDims()[1]);
range.setEndDim(1, columnsLeftMat + range.getEndDims()[1]);
fedMapping.put(range, entry.getValue());
}
}
else {
// check for same amount of cols for matObject1 and matObject2 should have been checked before call
dc.setCols(matObject1.getNumColumns());
// added because rbind
long rowsUpperMat = matObject1.getNumRows();
dc.setRows(rowsUpperMat + matObject2.getNumRows());
Map<FederatedRange, FederatedData> fedMappingUpper = matObject1.getFedMapping();
for (Map.Entry<FederatedRange, FederatedData> entry : fedMappingUpper.entrySet()) {
// note that FederatedData should not change its varId once set
fedMapping.put(new FederatedRange(entry.getKey()), entry.getValue());
}
Map<FederatedRange, FederatedData> fedMappingLower = matObject2.getFedMapping();
for (Map.Entry<FederatedRange, FederatedData> entry : fedMappingLower.entrySet()) {
// add offset due to rbind
FederatedRange range = new FederatedRange(entry.getKey());
range.setBeginDim(0, rowsUpperMat + range.getBeginDims()[0]);
range.setEndDim(0, rowsUpperMat + range.getEndDims()[0]);
fedMapping.put(range, entry.getValue());
}
}
matObjectRet.setFedMapping(fedMapping);
dc.setNonZeros(matObject1.getNnz() + matObject2.getNnz());
return matObjectRet;
}
}