/**
* AnalyzerBeans
* Copyright (C) 2014 Neopost - Customer Information Management
*
* This copyrighted material is made available to anyone wishing to use, modify,
* copy, or redistribute it subject to the terms and conditions of the GNU
* Lesser General Public License, as published by the Free Software Foundation.
*
* 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 Lesser General Public License
* for more details.
*
* You should have received a copy of the GNU Lesser General Public License
* along with this distribution; if not, write to:
* Free Software Foundation, Inc.
* 51 Franklin Street, Fifth Floor
* Boston, MA 02110-1301 USA
*/
package org.eobjects.analyzer.beans;
import org.apache.commons.math.stat.descriptive.DescriptiveStatistics;
import org.apache.commons.math.stat.descriptive.StatisticalSummary;
import org.apache.commons.math.stat.descriptive.SummaryStatistics;
import org.eobjects.analyzer.data.InputRow;
import org.eobjects.analyzer.storage.RowAnnotation;
import org.eobjects.analyzer.storage.RowAnnotationFactory;
/**
* Helper class for the number analyzer, which handles the processing of a
* single column's values.
*/
final class NumberAnalyzerColumnDelegate {
private final RowAnnotationFactory _annotationFactory;
private final StatisticalSummary _statistics;
private volatile int _numRows;
private final RowAnnotation _nullAnnotation;
private final RowAnnotation _maxAnnotation;
private final RowAnnotation _minAnnotation;
public NumberAnalyzerColumnDelegate(boolean descriptiveStatistics, RowAnnotationFactory annotationFactory) {
_annotationFactory = annotationFactory;
_nullAnnotation = _annotationFactory.createAnnotation();
_maxAnnotation = _annotationFactory.createAnnotation();
_minAnnotation = _annotationFactory.createAnnotation();
if (descriptiveStatistics) {
_statistics = new DescriptiveStatistics();
} else {
_statistics = new SummaryStatistics();
}
}
public synchronized void run(InputRow row, Number value, int distinctCount) {
_numRows += distinctCount;
if (value != null) {
double doubleValue = value.doubleValue();
double max = _statistics.getMax();
double min = _statistics.getMin();
if (max < doubleValue) {
_annotationFactory.reset(_maxAnnotation);
}
if (min > doubleValue) {
_annotationFactory.reset(_minAnnotation);
}
for (int i = 0; i < distinctCount; i++) {
if (_statistics instanceof DescriptiveStatistics) {
((DescriptiveStatistics)_statistics).addValue(doubleValue);
} else {
((SummaryStatistics)_statistics).addValue(doubleValue);
}
}
max = _statistics.getMax();
min = _statistics.getMin();
if (max == doubleValue) {
_annotationFactory.annotate(row, distinctCount, _maxAnnotation);
}
if (min == doubleValue) {
_annotationFactory.annotate(row, distinctCount, _minAnnotation);
}
} else {
_annotationFactory.annotate(row, distinctCount, _nullAnnotation);
}
}
public RowAnnotation getNullAnnotation() {
return _nullAnnotation;
}
public StatisticalSummary getStatistics() {
return _statistics;
}
public int getNullCount() {
return _nullAnnotation.getRowCount();
}
public RowAnnotation getMaxAnnotation() {
return _maxAnnotation;
}
public RowAnnotation getMinAnnotation() {
return _minAnnotation;
}
public int getNumRows() {
return _numRows;
}
}