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testqgsstatisticalsummary.cpp
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testqgsstatisticalsummary.cpp
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/***************************************************************************
testqgsstatisticalsummary.cpp
-----------------------------
Date : May 2015
Copyright : (C) 2015 Nyall Dawson
Email : nyall dot dawson at gmail dot com
***************************************************************************
* *
* This program is free software; you can redistribute it and/or modify *
* it under the terms of the GNU General Public License as published by *
* the Free Software Foundation; either version 2 of the License, or *
* (at your option) any later version. *
* *
***************************************************************************/
#include <QtTest/QtTest>
#include <QObject>
#include <QString>
#include <QStringList>
#include <QSettings>
#include <QSharedPointer>
#include "qgsstatisticalsummary.h"
#include "qgis.h"
class TestQgsStatisticSummary: public QObject
{
Q_OBJECT
private slots:
void initTestCase();// will be called before the first testfunction is executed.
void cleanupTestCase();// will be called after the last testfunction was executed.
void init();// will be called before each testfunction is executed.
void cleanup();// will be called after every testfunction.
void stats();
void individualStatCalculations_data();
void individualStatCalculations();
void maxMin();
private:
};
void TestQgsStatisticSummary::initTestCase()
{
}
void TestQgsStatisticSummary::cleanupTestCase()
{
}
void TestQgsStatisticSummary::init()
{
}
void TestQgsStatisticSummary::cleanup()
{
}
void TestQgsStatisticSummary::stats()
{
QgsStatisticalSummary s( QgsStatisticalSummary::All );
QList<double> values;
values << 4 << 2 << 3 << 2 << 5 << 8;
s.calculate( values );
QCOMPARE( s.count(), 6 );
QCOMPARE( s.sum(), 24.0 );
QCOMPARE( s.mean(), 4.0 );
QVERIFY( qgsDoubleNear( s.stDev(), 2.0816, 0.0001 ) );
QVERIFY( qgsDoubleNear( s.sampleStDev(), 2.2803, 0.0001 ) );
QCOMPARE( s.min(), 2.0 );
QCOMPARE( s.max(), 8.0 );
QCOMPARE( s.range(), 6.0 );
QCOMPARE( s.median(), 3.5 );
values << 9;
s.calculate( values );
QCOMPARE( s.median(), 4.0 );
values << 4 << 5 << 8 << 12 << 12 << 12;
s.calculate( values );
QCOMPARE( s.variety(), 7 );
QCOMPARE( s.minority(), 3.0 );
QCOMPARE( s.majority(), 12.0 );
//test quartiles. lots of possibilities here, involving odd/even/divisible by 4 counts
values.clear();
values << 7 << 15 << 36 << 39 << 40 << 41;
s.calculate( values );
QCOMPARE( s.median(), 37.5 );
QCOMPARE( s.firstQuartile(), 15.0 );
QCOMPARE( s.thirdQuartile(), 40.0 );
QCOMPARE( s.interQuartileRange(), 25.0 );
values.clear();
values << 7 << 15 << 36 << 39 << 40 << 41 << 43 << 49;
s.calculate( values );
QCOMPARE( s.median(), 39.5 );
QCOMPARE( s.firstQuartile(), 25.5 );
QCOMPARE( s.thirdQuartile(), 42.0 );
QCOMPARE( s.interQuartileRange(), 16.5 );
values.clear();
values << 6 << 7 << 15 << 36 << 39 << 40 << 41 << 42 << 43 << 47 << 49;
s.calculate( values );
QCOMPARE( s.median(), 40.0 );
QCOMPARE( s.firstQuartile(), 25.5 );
QCOMPARE( s.thirdQuartile(), 42.5 );
QCOMPARE( s.interQuartileRange(), 17.0 );
values.clear();
values << 6 << 7 << 15 << 36 << 39 << 40 << 41 << 42 << 43 << 47 << 49 << 50 << 58;
s.calculate( values );
QCOMPARE( s.median(), 41.0 );
QCOMPARE( s.firstQuartile(), 36.0 );
QCOMPARE( s.thirdQuartile(), 47.0 );
QCOMPARE( s.interQuartileRange(), 11.0 );
}
void TestQgsStatisticSummary::individualStatCalculations_data()
{
QTest::addColumn< int >( "statInt" );
QTest::addColumn<double>( "expected" );
QTest::newRow( "count" ) << ( int )QgsStatisticalSummary::Count << 10.0;
QTest::newRow( "sum" ) << ( int )QgsStatisticalSummary::Sum << 45.0;
QTest::newRow( "mean" ) << ( int )QgsStatisticalSummary::Mean << 4.5;
QTest::newRow( "median" ) << ( int )QgsStatisticalSummary::Median << 4.0;
QTest::newRow( "st_dev" ) << ( int )QgsStatisticalSummary::StDev << 1.96214;
QTest::newRow( "st_dev_sample" ) << ( int )QgsStatisticalSummary::StDevSample << 2.06828;
QTest::newRow( "min" ) << ( int )QgsStatisticalSummary::Min << 2.0;
QTest::newRow( "max" ) << ( int )QgsStatisticalSummary::Max << 8.0;
QTest::newRow( "range" ) << ( int )QgsStatisticalSummary::Range << 6.0;
QTest::newRow( "minority" ) << ( int )QgsStatisticalSummary::Minority << 2.0;
QTest::newRow( "majority" ) << ( int )QgsStatisticalSummary::Majority << 3.0;
QTest::newRow( "variety" ) << ( int )QgsStatisticalSummary::Variety << 5.0;
QTest::newRow( "first_quartile" ) << ( int )QgsStatisticalSummary::FirstQuartile << 3.0;
QTest::newRow( "third_quartile" ) << ( int )QgsStatisticalSummary::ThirdQuartile << 5.0;
QTest::newRow( "iqr" ) << ( int )QgsStatisticalSummary::InterQuartileRange << 2.0;
}
void TestQgsStatisticSummary::individualStatCalculations()
{
//tests calculation of statistics one at a time, to make sure statistic calculations are not
//dependant on each other
QList<double> values;
values << 4 << 4 << 2 << 3 << 3 << 3 << 5 << 5 << 8 << 8;
QFETCH( int, statInt );
QgsStatisticalSummary::Statistic stat = ( QgsStatisticalSummary::Statistic ) statInt;
QFETCH( double, expected );
//start with a summary which calculates NO statistics
QgsStatisticalSummary s( QgsStatisticalSummary::Statistics( 0 ) );
//set it to calculate just a single statistic
s.setStatistics( stat );
QCOMPARE( s.statistics(), stat );
s.calculate( values );
QVERIFY( qgsDoubleNear( s.statistic( stat ), expected, 0.00001 ) );
//make sure stat has a valid display name
QVERIFY( !QgsStatisticalSummary::displayName( stat ).isEmpty() );
}
void TestQgsStatisticSummary::maxMin()
{
QgsStatisticalSummary s( QgsStatisticalSummary::All );
//test max/min of negative value list
QList<double> negativeVals;
negativeVals << -5.0 << -10.0 << -15.0;
s.calculate( negativeVals );
QCOMPARE( s.min(), -15.0 );
QCOMPARE( s.max(), -5.0 );
}
QTEST_MAIN( TestQgsStatisticSummary )
#include "testqgsstatisticalsummary.moc"