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Declarative Machine Learning
/*
* 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.sysml.runtime.matrix.operators;
import org.apache.sysml.runtime.DMLRuntimeException;
import org.apache.sysml.runtime.functionobjects.And;
import org.apache.sysml.runtime.functionobjects.Builtin;
import org.apache.sysml.runtime.functionobjects.Builtin.BuiltinFunctionCode;
import org.apache.sysml.runtime.functionobjects.Equals;
import org.apache.sysml.runtime.functionobjects.GreaterThan;
import org.apache.sysml.runtime.functionobjects.LessThan;
import org.apache.sysml.runtime.functionobjects.Minus;
import org.apache.sysml.runtime.functionobjects.MinusNz;
import org.apache.sysml.runtime.functionobjects.Multiply;
import org.apache.sysml.runtime.functionobjects.Multiply2;
import org.apache.sysml.runtime.functionobjects.NotEquals;
import org.apache.sysml.runtime.functionobjects.Power;
import org.apache.sysml.runtime.functionobjects.Power2;
import org.apache.sysml.runtime.functionobjects.ValueFunction;
public class ScalarOperator extends Operator
{
private static final long serialVersionUID = 4547253761093455869L;
public ValueFunction fn;
protected double _constant;
public ScalarOperator(ValueFunction p, double cst)
{
fn = p;
_constant = cst;
//as long as (0 op v)=0, then op is sparsesafe
//note: additional functionobjects might qualify according to constant
if( fn instanceof Multiply || fn instanceof Multiply2
|| fn instanceof Power || fn instanceof Power2
|| fn instanceof And || fn instanceof MinusNz
|| (fn instanceof Builtin && ((Builtin)fn).getBuiltinFunctionCode()==BuiltinFunctionCode.LOG_NZ))
{
sparseSafe=true;
}
else
{
sparseSafe=false;
}
}
public double getConstant()
{
return _constant;
}
public void setConstant(double cst)
{
//set constant
_constant = cst;
//revisit sparse safe decision according to known constant
//note: there would be even more potential if we take left/right op into account
if( fn instanceof Multiply || fn instanceof Multiply2
|| fn instanceof Power || fn instanceof Power2
|| fn instanceof And || fn instanceof MinusNz
|| fn instanceof Builtin && ((Builtin)fn).getBuiltinFunctionCode()==BuiltinFunctionCode.LOG_NZ
|| (fn instanceof GreaterThan && _constant==0)
|| (fn instanceof LessThan && _constant==0)
|| (fn instanceof NotEquals && _constant==0)
|| (fn instanceof Equals && _constant!=0)
|| (fn instanceof Minus && _constant==0)
|| (fn instanceof Minus && _constant==0)
|| (fn instanceof Builtin && ((Builtin)fn).getBuiltinFunctionCode()==BuiltinFunctionCode.MAX && _constant<=0)
|| (fn instanceof Builtin && ((Builtin)fn).getBuiltinFunctionCode()==BuiltinFunctionCode.MIN && _constant>=0))
{
sparseSafe = true;
}
else
{
sparseSafe = false;
}
}
public double executeScalar(double in) throws DMLRuntimeException {
throw new DMLRuntimeException("executeScalar(): can not be invoked from base class.");
}
}