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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.
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package org.apache.sysds.runtime.instructions.cp;
import java.util.ArrayList;
import org.apache.commons.lang3.tuple.Pair;
import org.apache.sysds.common.Types.DataType;
import org.apache.sysds.common.Types.ValueType;
import org.apache.sysds.runtime.DMLRuntimeException;
import org.apache.sysds.runtime.controlprogram.context.ExecutionContext;
import org.apache.sysds.runtime.instructions.InstructionUtils;
import org.apache.sysds.runtime.lineage.LineageItem;
import org.apache.sysds.runtime.lineage.LineageItemUtils;
import org.apache.sysds.runtime.matrix.data.LibCommonsMath;
import org.apache.sysds.runtime.matrix.data.MatrixBlock;
import org.apache.sysds.runtime.matrix.operators.Operator;
public class MultiReturnBuiltinCPInstruction extends ComputationCPInstruction {
protected ArrayList<CPOperand> _outputs;
private MultiReturnBuiltinCPInstruction(Operator op, CPOperand input1, ArrayList<CPOperand> outputs, String opcode,
String istr) {
super(CPType.MultiReturnBuiltin, op, input1, null, outputs.get(0), opcode, istr);
_outputs = outputs;
}
public CPOperand getOutput(int i) {
return _outputs.get(i);
}
public String[] getOutputNames(){
return _outputs.parallelStream().map(output -> output.getName()).toArray(String[]::new);
}
public static MultiReturnBuiltinCPInstruction parseInstruction ( String str ) {
String[] parts = InstructionUtils.getInstructionPartsWithValueType(str);
ArrayList<CPOperand> outputs = new ArrayList<>();
// first part is always the opcode
String opcode = parts[0];
if ( opcode.equalsIgnoreCase("qr") ) {
// one input and two ouputs
CPOperand in1 = new CPOperand(parts[1]);
outputs.add ( new CPOperand(parts[2], ValueType.FP64, DataType.MATRIX) );
outputs.add ( new CPOperand(parts[3], ValueType.FP64, DataType.MATRIX) );
return new MultiReturnBuiltinCPInstruction(null, in1, outputs, opcode, str);
}
else if ( opcode.equalsIgnoreCase("lu") ) {
CPOperand in1 = new CPOperand(parts[1]);
// one input and three outputs
outputs.add ( new CPOperand(parts[2], ValueType.FP64, DataType.MATRIX) );
outputs.add ( new CPOperand(parts[3], ValueType.FP64, DataType.MATRIX) );
outputs.add ( new CPOperand(parts[4], ValueType.FP64, DataType.MATRIX) );
return new MultiReturnBuiltinCPInstruction(null, in1, outputs, opcode, str);
}
else if ( opcode.equalsIgnoreCase("eigen") ) {
// one input and two outputs
CPOperand in1 = new CPOperand(parts[1]);
outputs.add ( new CPOperand(parts[2], ValueType.FP64, DataType.MATRIX) );
outputs.add ( new CPOperand(parts[3], ValueType.FP64, DataType.MATRIX) );
return new MultiReturnBuiltinCPInstruction(null, in1, outputs, opcode, str);
}
else if ( opcode.equalsIgnoreCase("svd") ) {
CPOperand in1 = new CPOperand(parts[1]);
// one input and three outputs
outputs.add ( new CPOperand(parts[2], ValueType.FP64, DataType.MATRIX) );
outputs.add ( new CPOperand(parts[3], ValueType.FP64, DataType.MATRIX) );
outputs.add ( new CPOperand(parts[4], ValueType.FP64, DataType.MATRIX) );
return new MultiReturnBuiltinCPInstruction(null, in1, outputs, opcode, str);
}
else {
throw new DMLRuntimeException("Invalid opcode in MultiReturnBuiltin instruction: " + opcode);
}
}
public int getNumOutputs() {
return _outputs.size();
}
@Override
public void processInstruction(ExecutionContext ec) {
if(!LibCommonsMath.isSupportedMultiReturnOperation(getOpcode()))
throw new DMLRuntimeException("Invalid opcode in MultiReturnBuiltin instruction: " + getOpcode());
MatrixBlock in = ec.getMatrixInput(input1.getName());
MatrixBlock[] out = LibCommonsMath.multiReturnOperations(in, getOpcode());
ec.releaseMatrixInput(input1.getName());
for(int i=0; i < _outputs.size(); i++) {
ec.setMatrixOutput(_outputs.get(i).getName(), out[i]);
}
}
@Override
public boolean hasSingleLineage() {
return false;
}
@Override
@SuppressWarnings({"rawtypes", "unchecked"})
public Pair[] getLineageItems(ExecutionContext ec) {
LineageItem[] inputLineage = LineageItemUtils.getLineage(ec, input1,input2,input3);
ArrayList<Pair> items = new ArrayList<>();
for (CPOperand out : _outputs)
items.add(Pair.of(out.getName(), new LineageItem(getOpcode(), inputLineage)));
return items.toArray(new Pair[items.size()]);
}
}