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#include "testDatasetManager.h"
#include <public.h>
#include <datasetManager.h>
#include <mymaths.h>
using namespace std;
void TestDatasetManager::initDatasetManager()
{
DatasetManager manager;
QCOMPARE(manager.GetCount(), 0);
}
void TestDatasetManager::addData_data()
{
QTest::addColumn<int>("count");
QTest::addColumn<int>("dim");
QTest::newRow("1x 1D") << 1 << 1;
QTest::newRow("10000x 1D") << 10000 << 1;
QTest::newRow("1x 10D") << 1 << 10;
QTest::newRow("1x 10000D") << 1 << 10000;
QTest::newRow("10x 10D") << 10 << 10;
QTest::newRow("1000x 1000D") << 1000 << 1000;
// QTest::newRow("100000x 2D") << 100000 << 2;
}
void TestDatasetManager::addData()
{
QFETCH(int, count);
QFETCH(int, dim);
DatasetManager manager;
fvec sample(dim);
FOR(i, count) {
FOR(d, dim) sample[d] = drand48()*2 - 1.f;
manager.AddSample(sample);
}
QCOMPARE(manager.GetCount(), count);
QCOMPARE(manager.GetDimCount(), dim);
}
void TestDatasetManager::addBulkData_data()
{
QTest::addColumn<int>("count");
QTest::addColumn<int>("dim");
QTest::newRow("1x 1D") << 1 << 1;
QTest::newRow("10000x 1D") << 10000 << 1;
QTest::newRow("1x 10D") << 1 << 10;
QTest::newRow("1x 10000D") << 1 << 10000;
QTest::newRow("10x 10D") << 10 << 10;
QTest::newRow("1000x 1000D") << 1000 << 1000;
QTest::newRow("100000x 1000D") << 100000 << 1000;
}
void TestDatasetManager::addBulkData()
{
QFETCH(int, count);
QFETCH(int, dim);
DatasetManager manager;
fvec sample(dim);
vector<fvec> samples;
FOR(i, count) {
FOR(d, dim) sample[d] = drand48()*2 - 1.f;
samples.push_back(sample);
}
manager.AddSamples(samples);
QCOMPARE(manager.GetCount(), count);
QCOMPARE(manager.GetDimCount(), dim);
}
void TestDatasetManager::addDataset_data()
{
QTest::addColumn<int>("count");
QTest::addColumn<int>("dim");
QTest::newRow("1x 1D") << 1 << 1;
QTest::newRow("10000x 1D") << 10000 << 1;
QTest::newRow("1x 10D") << 1 << 10;
QTest::newRow("1x 10000D") << 1 << 10000;
QTest::newRow("10x 10D") << 10 << 10;
QTest::newRow("1000x 1000D") << 1000 << 1000;
QTest::newRow("100000x 1000D") << 100000 << 1000;
}
void TestDatasetManager::addDataset()
{
QFETCH(int, count);
QFETCH(int, dim);
DatasetManager manager1, manager2;
fvec sample(dim);
vector<fvec> samples;
FOR(i, count) {
FOR(d, dim) sample[d] = drand48()*2 - 1.f;
samples.push_back(sample);
}
manager1.AddSamples(samples);
manager2.AddSamples(manager1);
manager2.AddSamples(manager1);
QCOMPARE(manager2.GetCount(), 2*count);
QCOMPARE(manager2.GetDimCount(), dim);
}
QTEST_MAIN(TestDatasetManager)
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