/*
* RapidMiner
*
* Copyright (C) 2001-2014 by RapidMiner and the contributors
*
* Complete list of developers available at our web site:
*
* http://rapidminer.com
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with this program. If not, see http://www.gnu.org/licenses/.
*/
package com.rapidminer.operator.annotation;
import com.rapidminer.operator.ports.InputPort;
import com.rapidminer.operator.ports.metadata.ExampleSetMetaData;
import com.rapidminer.operator.ports.metadata.MetaData;
import com.rapidminer.operator.tools.AttributeSubsetSelector;
/** Computes resource consumption based on an example set taken from a
* given port.
*
* @author Simon Fischer
*
*/
public abstract class ExampleSetResourceConsumptionEstimator implements ResourceConsumptionEstimator {
private InputPort inputPort;
private AttributeSubsetSelector selector;
public ExampleSetResourceConsumptionEstimator(InputPort inputPort, AttributeSubsetSelector selector) {
super();
this.inputPort = inputPort;
this.selector = selector;
}
public abstract long estimateMemory(ExampleSetMetaData exampleSet);
public abstract long estimateRuntime(ExampleSetMetaData exampleSet);
@Override
public long estimateMemoryConsumption() {
final ExampleSetMetaData exampleSet = getExampleSet();
if (exampleSet == null) {
return -1;
} else {
return estimateMemory(exampleSet);
}
}
@Override
public long estimateRuntime() {
final ExampleSetMetaData exampleSet = getExampleSet();
if (exampleSet == null) {
return -1;
} else {
return estimateRuntime(exampleSet);
}
}
protected ExampleSetMetaData getExampleSet() {
final MetaData md = inputPort.getMetaData();
if (md instanceof ExampleSetMetaData) {
if (selector != null) {
return selector.getMetaDataSubset((ExampleSetMetaData) md, false);
} else {
return (ExampleSetMetaData) md;
}
} else {
return null;
}
}
}