def test_stdShape(self):
g = Statistics(data)
std = g.calculateStd()
self.assertEqual(std[Component.TOTAL].size, 1)
self.assertEqual(std[Component.OPERATOR].shape, (3, ))
self.assertEqual(std[Component.PART].shape, (5, ))
def test_meanShape(self):
g = Statistics(data)
mean = g.calculateMean()
self.assertEqual(mean[Component.TOTAL].size, 1)
self.assertEqual(mean[Component.OPERATOR].shape, (3, ))
self.assertEqual(mean[Component.PART].shape, (5, ))
def test_meanLabels(self):
s = Statistics(data, {
"Operator": ["A", "B", "C]"],
"Part": ["O", "P", "Q", "R", "S"]
})
s.calculate()
self.assertTrue(True)
def test_summaryRaise(self):
g = Statistics(data)
mean = g.calculateMean()
meanPart0 = np.mean(data[:, 0, :])
meanOperator0 = np.mean(data[0, :, :])
self.assertAlmostEqual(meanOperator0, mean[Component.OPERATOR][0])
self.assertAlmostEqual(meanPart0, mean[Component.PART][0])
def test_std(self):
g = Statistics(data)
std = g.calculateStd()
stdPart0 = np.std(data[:, 0, :], ddof=1)
stdOperator0 = np.std(data[0, :, :], ddof=1)
self.assertEqual(stdOperator0, std[Component.OPERATOR][0])
self.assertEqual(stdPart0, std[Component.PART][0])
def test_summary(self):
s = Statistics(data)
s.calculate()
s.summary()
self.assertTrue(True)
def test_summaryException(self):
s = Statistics(data)
self.assertRaises(Exception, s.summary)
def test_strAfterCalculated(self):
s = Statistics(data)
s.calculate()
s.__str__()
self.assertTrue(True)
def test_str(self):
s = Statistics(data)
s.__str__()
self.assertTrue(True)