AppendRSPInstruction.java

/**
 * (C) Copyright IBM Corp. 2010, 2015
 *
 * Licensed 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 com.ibm.bi.dml.runtime.instructions.spark;

import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.function.Function;

import scala.Tuple2;

import com.ibm.bi.dml.runtime.DMLRuntimeException;
import com.ibm.bi.dml.runtime.DMLUnsupportedOperationException;
import com.ibm.bi.dml.runtime.controlprogram.context.ExecutionContext;
import com.ibm.bi.dml.runtime.controlprogram.context.SparkExecutionContext;
import com.ibm.bi.dml.runtime.functionobjects.OffsetColumnIndex;
import com.ibm.bi.dml.runtime.instructions.Instruction;
import com.ibm.bi.dml.runtime.instructions.InstructionUtils;
import com.ibm.bi.dml.runtime.instructions.cp.CPOperand;
import com.ibm.bi.dml.runtime.matrix.data.MatrixBlock;
import com.ibm.bi.dml.runtime.matrix.data.MatrixIndexes;
import com.ibm.bi.dml.runtime.matrix.operators.Operator;
import com.ibm.bi.dml.runtime.matrix.operators.ReorgOperator;

public class AppendRSPInstruction extends BinarySPInstruction
{
	private boolean _cbind = true;
	
	public AppendRSPInstruction(Operator op, CPOperand in1, CPOperand in2, CPOperand out, boolean cbind, String opcode, String istr)
	{
		super(op, in1, in2, out, opcode, istr);
		_sptype = SPINSTRUCTION_TYPE.RAppend;
		_cbind = cbind;
	}
	
	public static Instruction parseInstruction ( String str ) 
		throws DMLRuntimeException 
	{	
		String[] parts = InstructionUtils.getInstructionPartsWithValueType(str);
		InstructionUtils.checkNumFields (parts, 4);
		
		String opcode = parts[0];
		CPOperand in1 = new CPOperand(parts[1]);
		CPOperand in2 = new CPOperand(parts[2]);
		CPOperand out = new CPOperand(parts[3]);
		boolean cbind = Boolean.parseBoolean(parts[4]);
		
		if(!opcode.equalsIgnoreCase("rappend"))
			throw new DMLRuntimeException("Unknown opcode while parsing a AppendRSPInstruction: " + str);
		
		return new AppendRSPInstruction(
				new ReorgOperator(OffsetColumnIndex.getOffsetColumnIndexFnObject(-1)), 
				in1, in2, out, cbind, opcode, str);
	}
	
	@Override
	public void processInstruction(ExecutionContext ec)
		throws DMLUnsupportedOperationException, DMLRuntimeException 
	{
		// reduce-only append (output must have at most one column block)
		SparkExecutionContext sec = (SparkExecutionContext)ec;
		checkBinaryAppendInputCharacteristics(sec, _cbind, true, false);
		
		JavaPairRDD<MatrixIndexes,MatrixBlock> in1 = sec.getBinaryBlockRDDHandleForVariable( input1.getName() );
		JavaPairRDD<MatrixIndexes,MatrixBlock> in2 = sec.getBinaryBlockRDDHandleForVariable( input2.getName() );
		
		//execute reduce-append operations (partitioning preserving)
		JavaPairRDD<MatrixIndexes,MatrixBlock> out = in1
				.join(in2)
				.mapValues(new ReduceSideAppendFunction(_cbind));

		//put output RDD handle into symbol table
		updateBinaryAppendOutputMatrixCharacteristics(sec, _cbind);
		sec.setRDDHandleForVariable(output.getName(), out);
		sec.addLineageRDD(output.getName(), input1.getName());
		sec.addLineageRDD(output.getName(), input2.getName());		
	}
	
	/**
	 * 
	 */
	private static class ReduceSideAppendFunction implements Function<Tuple2<MatrixBlock, MatrixBlock>, MatrixBlock> 
	{
		private static final long serialVersionUID = -6763904972560309095L;

		private boolean _cbind = true;
				
		public ReduceSideAppendFunction(boolean cbind) {
			_cbind = cbind;
		}
		
		@Override
		public MatrixBlock call(Tuple2<MatrixBlock, MatrixBlock> arg0)
			throws Exception 
		{
			MatrixBlock left = arg0._1();
			MatrixBlock right = arg0._2();
			
			return left.appendOperations(right, new MatrixBlock(), _cbind);
		}
	}
}