/**
* Copyright (C) 2001-2017 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;
}
}
}